From 920c672bbb79541ddaebbb5e4ef343ec1acd6c04 Mon Sep 17 00:00:00 2001
From: Rinne <AsakusaRinne@gmail.com>
Date: Sun, 31 Mar 2024 20:47:54 +0000
Subject: [PATCH] Deployed 3bc952c to 0.11.1 with MkDocs 1.4.3 and mike 1.1.2

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+    <li class="md-nav__item">
+      <a href="/Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    <li class="md-nav__item">
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+        Batched executor - rewinding to an earlier state
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+              
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+    <li class="md-nav__item">
+      <a href="/Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
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+    <li class="md-nav__item">
+      <a href="/Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="/Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+        ChatSession - Basic
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+        Coding assistant
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+        Grammar - json response
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+        Instruct executor - basic
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+        Interactive executor - basic
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+              
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+    <li class="md-nav__item">
+      <a href="/Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
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+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="/Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
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+        LLaVA - basic
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+      <a href="/Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+        Quantization
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+    <li class="md-nav__item">
+      <a href="/Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
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+      <a href="/Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
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+        Semantic-kernel - basic
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+  
+  
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+        llama.native.llamachatmessage
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+        llama.native.llamacontextparams
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+        llama.native.llamagrammarelement
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+            
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+        llama.native.llamakvcacheview
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+        llama.native.llamakvcacheviewcell
+      </a>
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+      <a href="/xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
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+      <a href="/xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
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+            
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+      <a href="/xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
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+            
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+    <li class="md-nav__item">
+      <a href="/xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
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+    <li class="md-nav__item">
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+        llama.native.llamamodelparams
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+    <li class="md-nav__item">
+      <a href="/xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
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+      <a href="/xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
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+            
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+    <li class="md-nav__item">
+      <a href="/xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
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+      <a href="/xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
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+    </li>
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+            
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+        Use executors
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+    <li class="md-nav__item">
+      <a href="../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
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+    <li class="md-nav__item">
+      <a href="../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
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+    <li class="md-nav__item">
+      <a href="../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
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+    <li class="md-nav__item">
+      <a href="../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+  
+    <li class="md-nav__item">
+      <a href="../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
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+            
+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+      <a href="../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+            
+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    </li>
+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+      </nav>
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+        llama.abstractions.ihistorytransform
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+      <a href="../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
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+  
+    <li class="md-nav__item">
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+        llama.exceptions.grammarunexpectedendofinput
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+        llama.exceptions.grammarunexpectedhexcharscount
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+            
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+      <a href="../xmldocs/llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
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+            
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+        llama.native.llamabeamview
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+            
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+      <a href="../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
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+            
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+        llama.native.llamacontextparams
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+            
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+        llama.native.llamaftype
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+            
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+            
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+      <a href="../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
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+            
+          
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+              
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+      <a href="../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
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+            
+          
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+        llama.native.llamakvcacheview
+      </a>
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+            
+          
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+              
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+      <a href="../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
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+            
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+      <a href="../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
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+            
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+            
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+      <a href="../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
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+            
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
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+
+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+      <a href="../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
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+    </li>
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+            
+          
+            
+              
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+      <a href="../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
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+            
+          
+            
+              
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
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+            
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
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+      <a href="../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
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+        llama.native.safellamacontexthandle
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+      <a href="../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
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+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
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+      <a href="../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
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+      <a href="../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
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+  
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+            
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+  
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+    <li class="md-nav__item">
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+        llama.sampling.isamplingpipelineextensions
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+        llama.sampling.mirostate2samplingpipeline
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+        llama.sampling.mirostatesamplingpipeline
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+        llama.sessionstate
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+        llama.types.chatcompletionchoice
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+        llama.types.chatcompletionchunk
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+              
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+  
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+      <a href="../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
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+  
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+      <a href="../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
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+              
+  
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+        llama.types.chatmessagerecord
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+        llama.types.chatrole
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+        llama.types.completion
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+        llama.types.completionchoice
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+        llama.types.completionchunk
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+        llama.types.completionlogprobs
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+              
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+      <a href="../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
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+        llama.types.embedding
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+              
+  
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+        llama.types.embeddingdata
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+        llama.types.embeddingusage
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+        logger
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+
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+  </ul>
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+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
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+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#architecture-of-main-functions" class="md-nav__link">
+    Architecture of main functions
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="architecture">Architecture<a class="headerlink" href="#architecture" title="Permanent link"></a></h1>
+<h2 id="architecture-of-main-functions">Architecture of main functions<a class="headerlink" href="#architecture-of-main-functions" title="Permanent link"></a></h2>
+<p>The figure below shows the core framework structure of LLamaSharp.</p>
+<ul>
+<li><strong>Native APIs</strong>: LLamaSharp calls the exported C APIs to load and run the model. The APIs defined in LLamaSharp specially for calling C APIs are named <code>Native APIs</code>. We have made all the native APIs public under namespace <code>LLama.Native</code>. However, it's strongly recommended not to use them unless you know what you are doing.</li>
+<li><strong>LLamaWeights</strong>: The holder of the model weight.</li>
+<li><strong>LLamaContext</strong>: A context which directly interact with the native library and provide some basic APIs such as tokenization and embedding. It takes use of <code>LLamaWeights</code>.</li>
+<li><strong>LLamaExecutors</strong>: Executors which define the way to run the LLama model. It provides text-to-text and image-to-text APIs to make it easy to use. Currently we provide four kinds of executors: <code>InteractiveExecutor</code>, <code>InstructExecutor</code>, <code>StatelessExecutor</code> and <code>BatchedExecutor</code>. </li>
+<li><strong>ChatSession</strong>: A wrapping for <code>InteractiveExecutor</code> and <code>LLamaContext</code>, which supports interactive tasks and saving/re-loading sessions. It also provides a flexible way to customize the text process by <code>IHistoryTransform</code>, <code>ITextTransform</code> and <code>ITextStreamTransform</code>.</li>
+<li><strong>Integrations</strong>: Integrations with other libraries to expand the application of LLamaSharp. For example, if you want to do RAG (<a href="https://en.wikipedia.org/wiki/Prompt_engineering#Retrieval-augmented_generation">Retrieval Augmented Generation</a>), kernel-memory integration is a good option for you.</li>
+</ul>
+<p><img alt="structure_image" src="../media/structure.jpg" /></p>
+
+
+
+
+
+                
+              </article>
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diff --git a/0.11.1/ContributingGuide/index.html b/0.11.1/ContributingGuide/index.html
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+              </label>
+            
+          
+            
+            
+            
+            <input class="md-option" data-md-color-media="(prefers-color-scheme: dark)" data-md-color-scheme="slate" data-md-color-primary="blue" data-md-color-accent="blue"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_2">
+            
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+              </label>
+            
+          
+        </form>
+      
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
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+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
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+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list" role="presentation"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+  </nav>
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+        
+          
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+        <div class="md-main__inner md-grid">
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+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
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+<nav class="md-nav md-nav--primary" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href=".." title="LLamaSharp Documentation" class="md-nav__button md-logo" aria-label="LLamaSharp Documentation" data-md-component="logo">
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+
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+  </label>
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+      <a href=".." class="md-nav__link">
+        Overview
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+    <li class="md-nav__item">
+      <a href="../QuickStart/" class="md-nav__link">
+        Quick Start
+      </a>
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+  
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+      
+      
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+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
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+    <li class="md-nav__item">
+      <a href="../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
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+    <li class="md-nav__item md-nav__item--active">
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+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          Contributing Guide
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Contributing Guide
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#the-goal-of-llamasharp" class="md-nav__link">
+    The goal of LLamaSharp
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#how-to-compile-the-native-library-from-source" class="md-nav__link">
+    How to compile the native library from source
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-a-new-feature-to-llamasharp" class="md-nav__link">
+    Add a new feature to LLamaSharp
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#find-the-problem-and-fix-the-bug" class="md-nav__link">
+    Find the problem and fix the BUG
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-integrations" class="md-nav__link">
+    Add integrations
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-examples" class="md-nav__link">
+    Add examples
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-documents" class="md-nav__link">
+    Add documents
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
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+    
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+      
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+  
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+    <li class="md-nav__item md-nav__item--nested">
+      
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+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#the-goal-of-llamasharp" class="md-nav__link">
+    The goal of LLamaSharp
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#how-to-compile-the-native-library-from-source" class="md-nav__link">
+    How to compile the native library from source
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-a-new-feature-to-llamasharp" class="md-nav__link">
+    Add a new feature to LLamaSharp
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#find-the-problem-and-fix-the-bug" class="md-nav__link">
+    Find the problem and fix the BUG
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-integrations" class="md-nav__link">
+    Add integrations
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-examples" class="md-nav__link">
+    Add examples
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#add-documents" class="md-nav__link">
+    Add documents
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamasharp-contributing-guide">LLamaSharp Contributing Guide<a class="headerlink" href="#llamasharp-contributing-guide" title="Permanent link"></a></h1>
+<p>Hi, welcome to develop LLamaSharp with us together! We are always open for every contributor and any format of contributions! If you want to maintain this library actively together, please contact us to get the write access after some PRs. (Email: <a href="&#109;&#97;&#105;&#108;&#116;&#111;&#58;&#65;&#115;&#97;&#107;&#117;&#115;&#97;&#82;&#105;&#110;&#110;&#101;&#64;&#103;&#109;&#97;&#105;&#108;&#46;&#99;&#111;&#109;">&#65;&#115;&#97;&#107;&#117;&#115;&#97;&#82;&#105;&#110;&#110;&#101;&#64;&#103;&#109;&#97;&#105;&#108;&#46;&#99;&#111;&#109;</a>)</p>
+<p>In this page, we introduce how to make contributions here easily. 😊</p>
+<h2 id="the-goal-of-llamasharp">The goal of LLamaSharp<a class="headerlink" href="#the-goal-of-llamasharp" title="Permanent link"></a></h2>
+<p>At the beginning, LLamaSharp is a C# binding of <a href="https://github.com/ggerganov/llama.cpp">llama.cpp</a>. It provided only some wrappers for llama.cpp to let C#/.NET users could run LLM models on their local device efficiently even if without any experience with C++. After around a year of development, more tools and integrations has been added to LLamaSharp, significantly expanding the application of LLamaSharp. Though llama.cpp is still the only backend of LLamaSharp, the goal of this repository is more likely to be an efficient and easy-to-use library of LLM inference, rather than just a binding of llama.cpp.</p>
+<p>In this way, our development of LLamaSharp is divided into two main directions:</p>
+<ol>
+<li>To make LLamaSharp more efficient. For example, <code>BatchedExecutor</code> could accept multiple queries and generate the response for them at the same time, which significantly improves the throughput. This part is always related with native APIs and executors in LLamaSharp.</li>
+<li>To make it easier to use LLamaSharp. We believe the best library is to let users build powerful functionalities with simple code. Higher-level APIs and integrations with other libraries are the key points of it.</li>
+</ol>
+<h2 id="how-to-compile-the-native-library-from-source">How to compile the native library from source<a class="headerlink" href="#how-to-compile-the-native-library-from-source" title="Permanent link"></a></h2>
+<p>If you want to contribute to the first direction of our goal, you may need to compile the native library yourself.</p>
+<p>Firstly, please follow the instructions in <a href="https://github.com/ggerganov/llama.cpp#build">llama.cpp readme</a> to configure your local environment. Most importantly, CMake with version higher than 3.14 should be installed on your device.</p>
+<p>Secondly, clone the llama.cpp repositories. You could manually clone it and checkout to the right commit according to <a href="https://github.com/SciSharp/LLamaSharp?tab=readme-ov-file#map-of-llamasharp-and-llama.cpp-versions">Map of LLamaSharp and llama.cpp versions</a>, or use clone the submodule of LLamaSharp when cloning LLamaSharp.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code>git<span class="w"> </span>clone<span class="w"> </span>--recursive<span class="w"> </span>https://github.com/SciSharp/LLamaSharp.git
+</code></pre></div></td></tr></table></div>
+<p>If you want to support cublas in the compilation, please make sure that you've installed it. If you are using Intel CPU, please check the highest AVX (<a href="https://en.wikipedia.org/wiki/Advanced_Vector_Extensions">Advanced Vector Extensions</a>) level that is supported by your device.</p>
+<p>As shown in <a href="https://github.com/ggerganov/llama.cpp/blob/master/CMakeLists.txt">llama.cpp cmake file</a>, there are many options that could be enabled or disabled when building the library. The following ones are commonly used when using it as a native library of LLamaSharp.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">option</span><span class="p">(</span><span class="n">BUILD_SHARED_LIBS</span><span class="w">                </span><span class="s">&quot;build shared libraries&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Please always enable it </span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_NATIVE</span><span class="w">                     </span><span class="s">&quot;llama: enable -march=native flag&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Could be disabled</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_AVX</span><span class="w">                        </span><span class="s">&quot;llama: enable AVX&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if the highest supported avx level is AVX</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_AVX2</span><span class="w">                       </span><span class="s">&quot;llama: enable AVX2&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if the highest supported avx level is AVX2</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_AVX512</span><span class="w">                     </span><span class="s">&quot;llama: enable AVX512&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if the highest supported avx level is AVX512</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_BLAS</span><span class="w">                       </span><span class="s">&quot;llama: use BLAS&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if you want to use BLAS library to acclerate the computation on CPU</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_CUDA</span><span class="w">                       </span><span class="s">&quot;llama: use CUDA&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if you have CUDA device</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_CLBLAST</span><span class="w">                    </span><span class="s">&quot;llama: use CLBlast&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if you have a device with CLBLast or OpenCL support, for example, some AMD GPUs.</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_VULKAN</span><span class="w">                     </span><span class="s">&quot;llama: use Vulkan&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if you have a device with Vulkan support</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_METAL</span><span class="w">                      </span><span class="s">&quot;llama: use Metal&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Enable it if you are using a MAC with Metal device.</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_BUILD_TESTS</span><span class="w">                </span><span class="s">&quot;llama: build tests&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Please disable it.</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_BUILD_EXAMPLES</span><span class="w">             </span><span class="s">&quot;llama: build examples&quot;</span><span class="p">)</span><span class="w"> </span><span class="c1">// Please disable it.</span>
+<span class="n">option</span><span class="p">(</span><span class="n">LLAMA_BUILD_SERVER</span><span class="w">               </span><span class="s">&quot;llama: build server example&quot;</span><span class="p">)</span><span class="c1">// Please disable it.</span>
+</code></pre></div></td></tr></table></div>
+<p>Most importantly, <code>-DBUILD_SHARED_LIBS=ON</code> must be added to the cmake instruction and other options depends on you. For example, when building with cublas but without openblas, use the following instruction:</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span></pre></div></td><td class="code"><div><pre><span></span><code>mkdir<span class="w"> </span>build<span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span><span class="nb">cd</span><span class="w"> </span>build
+cmake<span class="w"> </span>..<span class="w"> </span>-DLLAMA_CUBLAS<span class="o">=</span>ON<span class="w"> </span>-DBUILD_SHARED_LIBS<span class="o">=</span>ON
+cmake<span class="w"> </span>--build<span class="w"> </span>.<span class="w"> </span>--config<span class="w"> </span>Release
+</code></pre></div></td></tr></table></div>
+<p>Now you could find the <code>llama.dll</code>, <code>libllama.so</code> or <code>llama.dylib</code> in your build directory (or <code>build/bin</code>). </p>
+<p>To load the compiled native library, please add the following code to the very beginning of your code.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">NativeLibraryConfig</span><span class="p">.</span><span class="n">Instance</span><span class="p">.</span><span class="n">WithLibrary</span><span class="p">(</span><span class="s">&quot;&lt;Your native library path&gt;&quot;</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="add-a-new-feature-to-llamasharp">Add a new feature to LLamaSharp<a class="headerlink" href="#add-a-new-feature-to-llamasharp" title="Permanent link"></a></h2>
+<p>After refactoring the framework in <code>v0.4.0</code>, LLamaSharp will try to maintain the backward compatibility. However, in the following cases a breaking change will be required:</p>
+<ol>
+<li>Due to some break changes in <a href="https://github.com/ggerganov/llama.cpp">llama.cpp</a>, making a breaking change will help to maintain the good abstraction and friendly user APIs.</li>
+<li>An important feature cannot be implemented unless refactoring some parts.</li>
+<li>After some discussions, an agreement was reached that making the break change is reasonable.</li>
+</ol>
+<p>If a new feature could be added without introducing any break change, please <strong>open a PR</strong> rather than open an issue first. We will never refuse the PR but help to improve it, unless it's malicious.</p>
+<p>When adding the feature, please take care of the namespace and the naming convention. For example, if you are adding an integration for WPF, please put the code under namespace <code>LLama.WPF</code> or <code>LLama.Integration.WPF</code> instead of putting it under the root namespace. The naming convention of LLamaSharp follows the pascal naming convention, but in some parts that are invisible to users, you can do whatever you want.</p>
+<h2 id="find-the-problem-and-fix-the-bug">Find the problem and fix the BUG<a class="headerlink" href="#find-the-problem-and-fix-the-bug" title="Permanent link"></a></h2>
+<p>If the issue is related to the LLM internal behaviour, such as endless generating the response, the best way to find the problem is to do comparison test between llama.cpp and LLamaSharp.</p>
+<p>You could use exactly the same prompt, the same model and the same parameters to run the inference in llama.cpp and LLamaSharp respectively to see if it's really a problem caused by the implementation in LLamaSharp.</p>
+<p>If the experiment showed that it worked well in llama.cpp but didn't in LLamaSharp, a search for the problem could be started. While the reason of the problem could be various, the best way I think is to add log-print in the code of llama.cpp and use it in LLamaSharp after compilation. Thus, when running LLamaSharp, you could see what happened in the native library.</p>
+<p>During the BUG fix process, please don't hesitate to discuss together when you are blocked.</p>
+<h2 id="add-integrations">Add integrations<a class="headerlink" href="#add-integrations" title="Permanent link"></a></h2>
+<p>All kinds of integration are welcomed here! Currently the following integrations have been added but still need improvement:</p>
+<ol>
+<li>semantic-kernel</li>
+<li>kernel-memory</li>
+<li>BotSharp (maintained in SciSharp/BotSharp repo)</li>
+<li>Langchain (maintained in tryAGI/LangChain repo)</li>
+</ol>
+<p>If you find another library that is good to be integrated, please open an issue to let us know!</p>
+<h2 id="add-examples">Add examples<a class="headerlink" href="#add-examples" title="Permanent link"></a></h2>
+<p>There're mainly two ways to add an example:</p>
+<ol>
+<li>Add the example to <code>LLama.Examples</code> of the repository.</li>
+<li>Put the example in another repository and add the link to the readme or docs of LLamaSharp.</li>
+</ol>
+<h2 id="add-documents">Add documents<a class="headerlink" href="#add-documents" title="Permanent link"></a></h2>
+<p>LLamaSharp uses <a href="https://github.com/mkdocs/mkdocs">mkdocs</a> to build the documentation, please follow the tutorial of mkdocs to add or modify documents in LLamaSharp.</p>
+
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diff --git a/0.11.1/Examples/BatchedExecutorFork/index.html b/0.11.1/Examples/BatchedExecutorFork/index.html
new file mode 100644
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+        FAQ
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
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+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
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+          Tutorials
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+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
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+  
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+    <li class="md-nav__item md-nav__item--nested">
+      
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+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Bacthed executor - multi-output to one input
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
+      
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+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
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+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
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+          
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+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        llama.native.nativeapi
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+        llama.native.ropescalingtype
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+            
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+        llama.native.safellamacontexthandle
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+            
+          
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+        llama.native.safellamagrammarhandle
+      </a>
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+        llama.native.safellamahandlebase
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
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+        llama.quantizer
+      </a>
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+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+            
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+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
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+            
+          
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+
+<h1 id="bacthed-executor---multi-output-to-one-input">Bacthed executor - multi-output to one input<a class="headerlink" href="#bacthed-executor---multi-output-to-one-input" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
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+<span class="normal">144</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Batched</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Native</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Sampling</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Spectre.Console</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">/// &lt;summary&gt;</span>
+<span class="c1">/// This demonstrates generating multiple replies to the same prompt, with a shared cache</span>
+<span class="c1">/// &lt;/summary&gt;</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">BatchedExecutorFork</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_split</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">16</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_len</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">72</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Prompt (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Not many people know that&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Create an executor that can evaluate a batch of conversations together</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">BatchedExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Print some info</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">name</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Model</span><span class="p">.</span><span class="n">Metadata</span><span class="p">.</span><span class="n">GetValueOrDefault</span><span class="p">(</span><span class="s">&quot;general.name&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;unknown model name&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Created executor with model: {name}&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Evaluate the initial prompt to create one conversation</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">start</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Create</span><span class="p">();</span>
+<span class="w">        </span><span class="n">start</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Infer</span><span class="p">();</span>
+
+<span class="w">        </span><span class="c1">// Create the root node of the tree</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">root</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Node</span><span class="p">(</span><span class="n">start</span><span class="p">);</span>
+
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="n">AnsiConsole</span>
+<span class="w">            </span><span class="p">.</span><span class="n">Progress</span><span class="p">()</span>
+<span class="w">            </span><span class="p">.</span><span class="n">StartAsync</span><span class="p">(</span><span class="k">async</span><span class="w"> </span><span class="n">progress</span><span class="w"> </span><span class="o">=&gt;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">reporter</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">progress</span><span class="p">.</span><span class="n">AddTask</span><span class="p">(</span><span class="s">&quot;Running Inference (1)&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">maxValue</span><span class="p">:</span><span class="w"> </span><span class="n">n_len</span><span class="p">);</span>
+
+<span class="w">                </span><span class="c1">// Run inference loop</span>
+<span class="w">                </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_len</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="m">0</span><span class="p">)</span>
+<span class="w">                        </span><span class="k">await</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Infer</span><span class="p">();</span>
+
+<span class="w">                    </span><span class="c1">// Occasionally fork all the active conversations</span>
+<span class="w">                    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="m">0</span><span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">%</span><span class="w"> </span><span class="n">n_split</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="m">0</span><span class="p">)</span>
+<span class="w">                        </span><span class="n">root</span><span class="p">.</span><span class="n">Split</span><span class="p">();</span>
+
+<span class="w">                    </span><span class="c1">// Sample all active conversations</span>
+<span class="w">                    </span><span class="n">root</span><span class="p">.</span><span class="n">Sample</span><span class="p">();</span>
+
+<span class="w">                    </span><span class="c1">// Update progress bar</span>
+<span class="w">                    </span><span class="n">reporter</span><span class="p">.</span><span class="n">Increment</span><span class="p">(</span><span class="m">1</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">reporter</span><span class="p">.</span><span class="n">Description</span><span class="p">(</span><span class="s">$&quot;Running Inference ({root.ActiveConversationCount})&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+
+<span class="w">                </span><span class="c1">// Display results</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">display</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Tree</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+<span class="w">                </span><span class="n">root</span><span class="p">.</span><span class="n">Display</span><span class="p">(</span><span class="n">display</span><span class="p">);</span>
+<span class="w">                </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">display</span><span class="p">);</span>
+<span class="w">            </span><span class="p">});</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Node</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="n">StreamingTokenDecoder</span><span class="w"> </span><span class="n">_decoder</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="n">DefaultSamplingPipeline</span><span class="w"> </span><span class="n">_sampler</span><span class="p">;</span>
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="n">Conversation</span><span class="o">?</span><span class="w"> </span><span class="n">_conversation</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="n">Node</span><span class="o">?</span><span class="w"> </span><span class="n">_left</span><span class="p">;</span>
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="n">Node</span><span class="o">?</span><span class="w"> </span><span class="n">_right</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">ActiveConversationCount</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">_conversation</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="k">null</span><span class="w"> </span><span class="o">?</span><span class="w"> </span><span class="m">1</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">_left</span><span class="o">!</span><span class="p">.</span><span class="n">ActiveConversationCount</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">_right</span><span class="o">!</span><span class="p">.</span><span class="n">ActiveConversationCount</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="nf">Node</span><span class="p">(</span><span class="n">Conversation</span><span class="w"> </span><span class="n">conversation</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">_sampler</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">DefaultSamplingPipeline</span><span class="p">();</span>
+<span class="w">            </span><span class="n">_conversation</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">conversation</span><span class="p">;</span>
+<span class="w">            </span><span class="n">_decoder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StreamingTokenDecoder</span><span class="p">(</span><span class="n">conversation</span><span class="p">.</span><span class="n">Executor</span><span class="p">.</span><span class="n">Context</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Sample</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_conversation</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="k">null</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">_left</span><span class="o">?.</span><span class="n">Sample</span><span class="p">();</span>
+<span class="w">                </span><span class="n">_right</span><span class="o">?.</span><span class="n">Sample</span><span class="p">();</span>
+<span class="w">                </span><span class="k">return</span><span class="p">;</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_conversation</span><span class="p">.</span><span class="n">RequiresInference</span><span class="p">)</span>
+<span class="w">                </span><span class="k">return</span><span class="p">;</span>
+
+<span class="w">            </span><span class="c1">// Sample one token</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ctx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">_conversation</span><span class="p">.</span><span class="n">Executor</span><span class="p">.</span><span class="n">Context</span><span class="p">.</span><span class="n">NativeHandle</span><span class="p">;</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">token</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">_sampler</span><span class="p">.</span><span class="n">Sample</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">_conversation</span><span class="p">.</span><span class="n">Sample</span><span class="p">(),</span><span class="w"> </span><span class="n">Array</span><span class="p">.</span><span class="n">Empty</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="p">());</span>
+<span class="w">            </span><span class="n">_sampler</span><span class="p">.</span><span class="n">Accept</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">token</span><span class="p">);</span>
+<span class="w">            </span><span class="n">_decoder</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">token</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Prompt the conversation with this token, to continue generating from there</span>
+<span class="w">            </span><span class="n">_conversation</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">token</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Split</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_conversation</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="k">null</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">_left</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Node</span><span class="p">(</span><span class="n">_conversation</span><span class="p">.</span><span class="n">Fork</span><span class="p">());</span>
+<span class="w">                </span><span class="n">_right</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Node</span><span class="p">(</span><span class="n">_conversation</span><span class="p">.</span><span class="n">Fork</span><span class="p">());</span>
+
+<span class="w">                </span><span class="n">_conversation</span><span class="p">.</span><span class="n">Dispose</span><span class="p">();</span>
+<span class="w">                </span><span class="n">_conversation</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">_left</span><span class="o">?.</span><span class="n">Split</span><span class="p">();</span>
+<span class="w">                </span><span class="n">_right</span><span class="o">?.</span><span class="n">Split</span><span class="p">();</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="n">Display</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="p">(</span><span class="n">T</span><span class="w"> </span><span class="n">tree</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">depth</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">)</span>
+<span class="w">            </span><span class="k">where</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">IHasTreeNodes</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">colors</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">[]</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;red&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;green&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;blue&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;yellow&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;white&quot;</span><span class="w"> </span><span class="p">};</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">color</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">colors</span><span class="p">[</span><span class="n">depth</span><span class="w"> </span><span class="o">%</span><span class="w"> </span><span class="n">colors</span><span class="p">.</span><span class="n">Length</span><span class="p">];</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">message</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Markup</span><span class="p">.</span><span class="n">Escape</span><span class="p">(</span><span class="n">_decoder</span><span class="p">.</span><span class="n">Read</span><span class="p">().</span><span class="n">ReplaceLineEndings</span><span class="p">(</span><span class="s">&quot;&quot;</span><span class="p">));</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">n</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">tree</span><span class="p">.</span><span class="n">AddNode</span><span class="p">(</span><span class="s">$&quot;[{color}]{message}[/]&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">_left</span><span class="o">?.</span><span class="n">Display</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">depth</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="m">1</span><span class="p">);</span>
+<span class="w">            </span><span class="n">_right</span><span class="o">?.</span><span class="n">Display</span><span class="p">(</span><span class="n">n</span><span class="p">,</span><span class="w"> </span><span class="n">depth</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="m">1</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
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+        kernel-memory integration
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+        BotSharp integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+        Batched executor - basic guidance
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+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+    </li>
+  
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+          
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+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+    </li>
+  
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+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
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+              
+  
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+
+
+<h1 id="batched-executor---basic-guidance">Batched executor - basic guidance<a class="headerlink" href="#batched-executor---basic-guidance" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
+<span class="normal">  3</span>
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+<span class="normal">125</span>
+<span class="normal">126</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Batched</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Native</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Sampling</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Spectre.Console</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">/// &lt;summary&gt;</span>
+<span class="c1">/// This demonstrates using a batch to generate two sequences and then using one</span>
+<span class="c1">/// sequence as the negative guidance (&quot;classifier free guidance&quot;) for the other.</span>
+<span class="c1">/// &lt;/summary&gt;</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">BatchedExecutorGuidance</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_len</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">32</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">positivePrompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Positive Prompt (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;My favourite colour is&quot;</span><span class="p">).</span><span class="n">Trim</span><span class="p">();</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">negativePrompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Negative Prompt (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;I hate the colour red. My favourite colour is&quot;</span><span class="p">).</span><span class="n">Trim</span><span class="p">();</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">weight</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Guidance Weight (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="m">2.0f</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Create an executor that can evaluate a batch of conversations together</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">BatchedExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Print some info</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">name</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Model</span><span class="p">.</span><span class="n">Metadata</span><span class="p">.</span><span class="n">GetValueOrDefault</span><span class="p">(</span><span class="s">&quot;general.name&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;unknown model name&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Created executor with model: {name}&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Load the two prompts into two conversations</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">guided</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Create</span><span class="p">();</span>
+<span class="w">        </span><span class="n">guided</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">positivePrompt</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">guidance</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Create</span><span class="p">();</span>
+<span class="w">        </span><span class="n">guidance</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">negativePrompt</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Run inference to evaluate prompts</span>
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="n">AnsiConsole</span>
+<span class="w">             </span><span class="p">.</span><span class="n">Status</span><span class="p">()</span>
+<span class="w">             </span><span class="p">.</span><span class="n">Spinner</span><span class="p">(</span><span class="n">Spinner</span><span class="p">.</span><span class="n">Known</span><span class="p">.</span><span class="n">Line</span><span class="p">)</span>
+<span class="w">             </span><span class="p">.</span><span class="n">StartAsync</span><span class="p">(</span><span class="s">&quot;Evaluating Prompts...&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">_</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Infer</span><span class="p">());</span>
+
+<span class="w">        </span><span class="c1">// Fork the &quot;guided&quot; conversation. We&#39;ll run this one without guidance for comparison</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">unguided</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">guided</span><span class="p">.</span><span class="n">Fork</span><span class="p">();</span>
+
+<span class="w">        </span><span class="c1">// Run inference loop</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">unguidedSampler</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">GuidedSampler</span><span class="p">(</span><span class="k">null</span><span class="p">,</span><span class="w"> </span><span class="n">weight</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">unguidedDecoder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StreamingTokenDecoder</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">guidedSampler</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">GuidedSampler</span><span class="p">(</span><span class="n">guidance</span><span class="p">,</span><span class="w"> </span><span class="n">weight</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">guidedDecoder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StreamingTokenDecoder</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">);</span>
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="n">AnsiConsole</span>
+<span class="w">           </span><span class="p">.</span><span class="n">Progress</span><span class="p">()</span>
+<span class="w">           </span><span class="p">.</span><span class="n">StartAsync</span><span class="p">(</span><span class="k">async</span><span class="w"> </span><span class="n">progress</span><span class="w"> </span><span class="o">=&gt;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">reporter</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">progress</span><span class="p">.</span><span class="n">AddTask</span><span class="p">(</span><span class="s">&quot;Running Inference&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">maxValue</span><span class="p">:</span><span class="w"> </span><span class="n">n_len</span><span class="p">);</span>
+
+<span class="w">                </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_len</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="m">0</span><span class="p">)</span>
+<span class="w">                        </span><span class="k">await</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Infer</span><span class="p">();</span>
+
+<span class="w">                    </span><span class="c1">// Sample from the &quot;unguided&quot; conversation. This is just a conversation using the same prompt, without any</span>
+<span class="w">                    </span><span class="c1">// guidance. This serves as a comparison to show the effect of guidance.</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">u</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">unguidedSampler</span><span class="p">.</span><span class="n">Sample</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">.</span><span class="n">NativeHandle</span><span class="p">,</span><span class="w"> </span><span class="n">unguided</span><span class="p">.</span><span class="n">Sample</span><span class="p">(),</span><span class="w"> </span><span class="n">Array</span><span class="p">.</span><span class="n">Empty</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="p">());</span>
+<span class="w">                    </span><span class="n">unguidedDecoder</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">u</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">unguided</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">u</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="c1">// Sample from the &quot;guided&quot; conversation. This sampler will internally use the &quot;guidance&quot; conversation</span>
+<span class="w">                    </span><span class="c1">// to steer the conversation. See how this is done in GuidedSampler.ProcessLogits (bottom of this file).</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">g</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">guidedSampler</span><span class="p">.</span><span class="n">Sample</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">.</span><span class="n">NativeHandle</span><span class="p">,</span><span class="w"> </span><span class="n">guided</span><span class="p">.</span><span class="n">Sample</span><span class="p">(),</span><span class="w"> </span><span class="n">Array</span><span class="p">.</span><span class="n">Empty</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="p">());</span>
+<span class="w">                    </span><span class="n">guidedDecoder</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">g</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="c1">// Use this token to advance both guided _and_ guidance. Keeping them in sync (except for the initial prompt).</span>
+<span class="w">                    </span><span class="n">guided</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">g</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">guidance</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">g</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="c1">// Early exit if we reach the natural end of the guided sentence</span>
+<span class="w">                    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">g</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">EndOfSentenceToken</span><span class="p">)</span>
+<span class="w">                        </span><span class="k">break</span><span class="p">;</span>
+
+<span class="w">                    </span><span class="c1">// Update progress bar</span>
+<span class="w">                    </span><span class="n">reporter</span><span class="p">.</span><span class="n">Increment</span><span class="p">(</span><span class="m">1</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">});</span>
+
+<span class="w">        </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">MarkupLine</span><span class="p">(</span><span class="s">$&quot;[green]Unguided:[/][white]{unguidedDecoder.Read().ReplaceLineEndings(&quot;</span><span class="w"> </span><span class="s">&quot;)}[/]&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">MarkupLine</span><span class="p">(</span><span class="s">$&quot;[green]Guided:[/][white]{guidedDecoder.Read().ReplaceLineEndings(&quot;</span><span class="w"> </span><span class="s">&quot;)}[/]&quot;</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nf">GuidedSampler</span><span class="p">(</span><span class="n">Conversation</span><span class="o">?</span><span class="w"> </span><span class="n">guidance</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">weight</span><span class="p">)</span>
+<span class="w">        </span><span class="p">:</span><span class="w"> </span><span class="n">BaseSamplingPipeline</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Accept</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">throw</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="nf">NotSupportedException</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">protected</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">guidance</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="k">null</span><span class="p">)</span>
+<span class="w">                </span><span class="k">return</span><span class="p">;</span>
+
+<span class="w">            </span><span class="c1">// Get the logits generated by the guidance sequences</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">guidanceLogits</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">guidance</span><span class="p">.</span><span class="n">Sample</span><span class="p">();</span>
+
+<span class="w">            </span><span class="c1">// Use those logits to guide this sequence</span>
+<span class="w">            </span><span class="n">NativeApi</span><span class="p">.</span><span class="n">llama_sample_apply_guidance</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">guidanceLogits</span><span class="p">,</span><span class="w"> </span><span class="n">weight</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">protected</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">candidates</span><span class="p">.</span><span class="n">Temperature</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="m">0.8f</span><span class="p">);</span>
+<span class="w">            </span><span class="n">candidates</span><span class="p">.</span><span class="n">TopK</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="m">25</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="n">candidates</span><span class="p">.</span><span class="n">SampleToken</span><span class="p">(</span><span class="n">ctx</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
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+        Langchain integration
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+          
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+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+  
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+            
+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    </li>
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+        Batched executor - rewinding to an earlier state
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+    </li>
+  
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+    <li class="md-nav__item">
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+        Stateless executor
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
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+        llama.native.nativelibraryconfig
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
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+  
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
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+  
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
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+  
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
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+      </a>
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+      </a>
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+  
+    <li class="md-nav__item">
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+        llama.types.completionchoice
+      </a>
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+        llama.types.completionchunk
+      </a>
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+      </a>
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+                
+                  
+
+
+<h1 id="batched-executor---rewinding-to-an-earlier-state">Batched executor - rewinding to an earlier state<a class="headerlink" href="#batched-executor---rewinding-to-an-earlier-state" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
+<span class="normal">  3</span>
+<span class="normal">  4</span>
+<span class="normal">  5</span>
+<span class="normal">  6</span>
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+<span class="normal">115</span>
+<span class="normal">116</span>
+<span class="normal">117</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Batched</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Native</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Sampling</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Spectre.Console</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">/// &lt;summary&gt;</span>
+<span class="c1">/// This demonstrates generating tokens and then rewinding to an earlier state</span>
+<span class="c1">/// &lt;/summary&gt;</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">BatchedExecutorRewind</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_generate</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">24</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_rewind</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">12</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_repeats</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">6</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Prompt (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Not many people know that&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Create an executor that can evaluate a batch of conversations together</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">BatchedExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Print some info</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">name</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Model</span><span class="p">.</span><span class="n">Metadata</span><span class="p">.</span><span class="n">GetValueOrDefault</span><span class="p">(</span><span class="s">&quot;general.name&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;unknown model name&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Created executor with model: {name}&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Evaluate the initial prompt to create one conversation</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">conversation</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Create</span><span class="p">();</span>
+<span class="w">        </span><span class="n">conversation</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Create the start node wrapping the conversation</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">node</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Node</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Print the prompt</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+
+<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_repeats</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_generate</span><span class="p">;</span><span class="w"> </span><span class="n">j</span><span class="o">++</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="c1">// Run inference</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Infer</span><span class="p">();</span>
+
+<span class="w">                </span><span class="c1">// Sample a token</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">token</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">node</span><span class="p">.</span><span class="n">Sample</span><span class="p">(</span><span class="n">conversation</span><span class="p">);</span>
+
+<span class="w">                </span><span class="c1">// Continue conversation with this token</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">j</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="n">n_generate</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="m">1</span><span class="p">)</span>
+<span class="w">                    </span><span class="n">conversation</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">token</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="c1">// Write out what we generated</span>
+<span class="w">            </span><span class="n">node</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">n_rewind</span><span class="p">,</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="m">1</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Rewind back a few tokens</span>
+<span class="w">            </span><span class="n">conversation</span><span class="p">.</span><span class="n">Rewind</span><span class="p">(</span><span class="n">n_rewind</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="m">1</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Prompt with a token</span>
+<span class="w">            </span><span class="n">conversation</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">node</span><span class="p">.</span><span class="n">GetToken</span><span class="p">(</span><span class="n">n_generate</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">n_rewind</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="m">1</span><span class="p">));</span>
+
+<span class="w">            </span><span class="c1">// Create a new node around the rewound conversation</span>
+<span class="w">            </span><span class="n">node</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Node</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Press any key to exit demo&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadKey</span><span class="p">(</span><span class="k">true</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Node</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">_context</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">_tokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="p">();</span>
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="n">DefaultSamplingPipeline</span><span class="w"> </span><span class="n">Sampler</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="nf">Node</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">context</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">_context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">context</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Sampler</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">DefaultSamplingPipeline</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">Sample</span><span class="p">(</span><span class="n">Conversation</span><span class="w"> </span><span class="n">conversation</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">token</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Sampler</span><span class="p">.</span><span class="n">Sample</span><span class="p">(</span><span class="n">_context</span><span class="p">.</span><span class="n">NativeHandle</span><span class="p">,</span><span class="w"> </span><span class="n">conversation</span><span class="p">.</span><span class="n">Sample</span><span class="p">(),</span><span class="w"> </span><span class="n">Array</span><span class="p">.</span><span class="n">Empty</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="p">());</span>
+<span class="w">            </span><span class="n">_tokens</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">token</span><span class="p">);</span>
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="n">token</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Write</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">n_rewind</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">depth</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">decoder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StreamingTokenDecoder</span><span class="p">(</span><span class="n">_context</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">_tokens</span><span class="p">.</span><span class="n">Count</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">n_rewind</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                </span><span class="n">decoder</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">_tokens</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span>
+
+<span class="w">            </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">MarkupLine</span><span class="p">(</span><span class="s">$&quot;[green]{new string(&#39; &#39;, depth * 3) + decoder.Read().ReplaceLineEndings(&quot;</span><span class="w"> </span><span class="s">&quot;)}[/]&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">_tokens</span><span class="p">.</span><span class="n">Count</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="n">n_rewind</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">_tokens</span><span class="p">.</span><span class="n">Count</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                </span><span class="n">decoder</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">_tokens</span><span class="p">[</span><span class="n">i</span><span class="p">]);</span>
+
+<span class="w">            </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">MarkupLine</span><span class="p">(</span><span class="s">$&quot;[maroon]{decoder.Read().ReplaceLineEndings(&quot;</span><span class="w"> </span><span class="s">&quot;)}[/]&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">GetToken</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">index</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="n">_tokens</span><span class="p">[</span><span class="n">index</span><span class="p">];</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
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diff --git a/0.11.1/Examples/ChatChineseGB2312/index.html b/0.11.1/Examples/ChatChineseGB2312/index.html
new file mode 100644
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+        Bacthed executor - multi-output to one input
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    </li>
+  
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
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+        Chinese LLM - with GB2312 encoding
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+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
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+              
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+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
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+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+    </li>
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+        Stateless executor
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+            
+          
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+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
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+        llama.native.llamatokendataarray
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+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
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+    <li class="md-nav__item">
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+        llama.quantizer
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
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+      </a>
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+      </a>
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+      </a>
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+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
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+                
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+
+
+<h1 id="chinese-llm---with-gb2312-encoding">Chinese LLM - with GB2312 encoding<a class="headerlink" href="#chinese-llm---with-gb2312-encoding" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
+<span class="normal">  3</span>
+<span class="normal">  4</span>
+<span class="normal">  5</span>
+<span class="normal">  6</span>
+<span class="normal">  7</span>
+<span class="normal">  8</span>
+<span class="normal">  9</span>
+<span class="normal"> 10</span>
+<span class="normal"> 11</span>
+<span class="normal"> 12</span>
+<span class="normal"> 13</span>
+<span class="normal"> 14</span>
+<span class="normal"> 15</span>
+<span class="normal"> 16</span>
+<span class="normal"> 17</span>
+<span class="normal"> 18</span>
+<span class="normal"> 19</span>
+<span class="normal"> 20</span>
+<span class="normal"> 21</span>
+<span class="normal"> 22</span>
+<span class="normal"> 23</span>
+<span class="normal"> 24</span>
+<span class="normal"> 25</span>
+<span class="normal"> 26</span>
+<span class="normal"> 27</span>
+<span class="normal"> 28</span>
+<span class="normal"> 29</span>
+<span class="normal"> 30</span>
+<span class="normal"> 31</span>
+<span class="normal"> 32</span>
+<span class="normal"> 33</span>
+<span class="normal"> 34</span>
+<span class="normal"> 35</span>
+<span class="normal"> 36</span>
+<span class="normal"> 37</span>
+<span class="normal"> 38</span>
+<span class="normal"> 39</span>
+<span class="normal"> 40</span>
+<span class="normal"> 41</span>
+<span class="normal"> 42</span>
+<span class="normal"> 43</span>
+<span class="normal"> 44</span>
+<span class="normal"> 45</span>
+<span class="normal"> 46</span>
+<span class="normal"> 47</span>
+<span class="normal"> 48</span>
+<span class="normal"> 49</span>
+<span class="normal"> 50</span>
+<span class="normal"> 51</span>
+<span class="normal"> 52</span>
+<span class="normal"> 53</span>
+<span class="normal"> 54</span>
+<span class="normal"> 55</span>
+<span class="normal"> 56</span>
+<span class="normal"> 57</span>
+<span class="normal"> 58</span>
+<span class="normal"> 59</span>
+<span class="normal"> 60</span>
+<span class="normal"> 61</span>
+<span class="normal"> 62</span>
+<span class="normal"> 63</span>
+<span class="normal"> 64</span>
+<span class="normal"> 65</span>
+<span class="normal"> 66</span>
+<span class="normal"> 67</span>
+<span class="normal"> 68</span>
+<span class="normal"> 69</span>
+<span class="normal"> 70</span>
+<span class="normal"> 71</span>
+<span class="normal"> 72</span>
+<span class="normal"> 73</span>
+<span class="normal"> 74</span>
+<span class="normal"> 75</span>
+<span class="normal"> 76</span>
+<span class="normal"> 77</span>
+<span class="normal"> 78</span>
+<span class="normal"> 79</span>
+<span class="normal"> 80</span>
+<span class="normal"> 81</span>
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+<span class="normal"> 89</span>
+<span class="normal"> 90</span>
+<span class="normal"> 91</span>
+<span class="normal"> 92</span>
+<span class="normal"> 93</span>
+<span class="normal"> 94</span>
+<span class="normal"> 95</span>
+<span class="normal"> 96</span>
+<span class="normal"> 97</span>
+<span class="normal"> 98</span>
+<span class="normal"> 99</span>
+<span class="normal">100</span>
+<span class="normal">101</span>
+<span class="normal">102</span>
+<span class="normal">103</span>
+<span class="normal">104</span>
+<span class="normal">105</span>
+<span class="normal">106</span>
+<span class="normal">107</span>
+<span class="normal">108</span>
+<span class="normal">109</span>
+<span class="normal">110</span>
+<span class="normal">111</span>
+<span class="normal">112</span>
+<span class="normal">113</span>
+<span class="normal">114</span>
+<span class="normal">115</span>
+<span class="normal">116</span>
+<span class="normal">117</span>
+<span class="normal">118</span>
+<span class="normal">119</span>
+<span class="normal">120</span>
+<span class="normal">121</span>
+<span class="normal">122</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">System.Text</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">// This example shows how to deal with Chinese input with gb2312 encoding.</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatChineseGB2312</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ConvertEncoding</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">input</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">original</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">target</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">byte</span><span class="p">[]</span><span class="w"> </span><span class="n">bytes</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">original</span><span class="p">.</span><span class="n">GetBytes</span><span class="p">(</span><span class="n">input</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">convertedBytes</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Encoding</span><span class="p">.</span><span class="n">Convert</span><span class="p">(</span><span class="n">original</span><span class="p">,</span><span class="w"> </span><span class="n">target</span><span class="p">,</span><span class="w"> </span><span class="n">bytes</span><span class="p">);</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="n">target</span><span class="p">.</span><span class="n">GetString</span><span class="p">(</span><span class="n">convertedBytes</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="c1">// Register provider for GB2312 encoding</span>
+<span class="w">        </span><span class="n">Encoding</span><span class="p">.</span><span class="n">RegisterProvider</span><span class="p">(</span><span class="n">CodePagesEncodingProvider</span><span class="p">.</span><span class="n">Instance</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;This example shows how to use Chinese with gb2312 encoding, which is common in windows. It&#39;s recommended&quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">            </span><span class="s">&quot; to use https://huggingface.co/hfl/chinese-alpaca-2-7b-gguf/blob/main/ggml-model-q5_0.gguf, which has been verified by LLamaSharp developers.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">            </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">            </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span><span class="p">,</span>
+<span class="w">            </span><span class="n">Encoding</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Encoding</span><span class="p">.</span><span class="n">UTF8</span>
+<span class="w">        </span><span class="p">};</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">ChatSession</span><span class="w"> </span><span class="n">session</span><span class="p">;</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">Directory</span><span class="p">.</span><span class="n">Exists</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-kunkun-chinese&quot;</span><span class="p">))</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Loading session from disk.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">executor</span><span class="p">);</span>
+<span class="w">            </span><span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-kunkun-chinese&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">else</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">chatHistoryJson</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-kunkun-chinese.json&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">chatHistory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">FromJson</span><span class="p">(</span><span class="n">chatHistoryJson</span><span class="p">)</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="n">session</span>
+<span class="w">            </span><span class="p">.</span><span class="n">WithHistoryTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">LLamaTransforms</span><span class="p">.</span><span class="n">DefaultHistoryTransform</span><span class="p">(</span><span class="s">&quot;用户&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;坤坤&quot;</span><span class="p">));</span>
+
+<span class="w">        </span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.9f</span><span class="p">,</span>
+<span class="w">            </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;用户：&quot;</span><span class="w"> </span><span class="p">}</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The chat session has started.&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// show the prompt</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;用户：&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="s">&quot;exit&quot;</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="c1">// Convert the encoding from gb2312 to utf8 for the language model</span>
+<span class="w">            </span><span class="c1">// and later saving to the history json file.</span>
+<span class="w">            </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConvertEncoding</span><span class="p">(</span><span class="n">userInput</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="p">.</span><span class="n">GetEncoding</span><span class="p">(</span><span class="s">&quot;gb2312&quot;</span><span class="p">),</span><span class="w"> </span><span class="n">Encoding</span><span class="p">.</span><span class="n">UTF8</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;save&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">session</span><span class="p">.</span><span class="n">SaveSession</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-kunkun-chinese&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Session saved.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;regenerate&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Regenerating last response ...&quot;</span><span class="p">);</span>
+
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                    </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">RegenerateAssistantMessageAsync</span><span class="p">(</span>
+<span class="w">                        </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">                    </span><span class="c1">// Convert the encoding from utf8 to gb2312 for the console output.</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">ConvertEncoding</span><span class="p">(</span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="p">.</span><span class="n">UTF8</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="p">.</span><span class="n">GetEncoding</span><span class="p">(</span><span class="s">&quot;gb2312&quot;</span><span class="p">)));</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                    </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span>
+<span class="w">                        </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">Message</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="n">userInput</span><span class="p">),</span>
+<span class="w">                        </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">            </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
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+        </div>
+        
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+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
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\ No newline at end of file
diff --git a/0.11.1/Examples/ChatSessionStripRoleName/index.html b/0.11.1/Examples/ChatSessionStripRoleName/index.html
new file mode 100644
index 00000000..8b8eabb4
--- /dev/null
+++ b/0.11.1/Examples/ChatSessionStripRoleName/index.html
@@ -0,0 +1,2902 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
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+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
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+      
+        <link rel="prev" href="../ChatChineseGB2312/">
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+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
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+      
+        <title>ChatSession - stripping role names - LLamaSharp Documentation</title>
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+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
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+      <link rel="stylesheet" href="../../css/extra.css?v=14">
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+    
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+        </label>
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
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+            
+          
+        </ul>
+      </nav>
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
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+    
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+      
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+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        ChatSession - stripping role names
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
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+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+        llama.sampling.defaultsamplingpipeline
+      </a>
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+    <li class="md-nav__item">
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
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+      </a>
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+    <li class="md-nav__item">
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
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+      </a>
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+                
+                  
+
+
+<h1 id="chatsession---stripping-role-names">ChatSession - stripping role names<a class="headerlink" href="#chatsession---stripping-role-names" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">// When using chatsession, it&#39;s a common case that you want to strip the role names</span>
+<span class="c1">// rather than display them. This example shows how to use transforms to strip them.</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatSessionStripRoleName</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">            </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">            </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">        </span><span class="p">};</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">chatHistoryJson</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob.json&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">chatHistory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">FromJson</span><span class="p">(</span><span class="n">chatHistoryJson</span><span class="p">)</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">();</span>
+
+<span class="w">        </span><span class="n">ChatSession</span><span class="w"> </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">);</span>
+<span class="w">        </span><span class="n">session</span><span class="p">.</span><span class="n">WithOutputTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">LLamaTransforms</span><span class="p">.</span><span class="n">KeywordTextOutputStreamTransform</span><span class="p">(</span>
+<span class="w">            </span><span class="k">new</span><span class="w"> </span><span class="kt">string</span><span class="p">[]</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Assistant:&quot;</span><span class="w"> </span><span class="p">},</span>
+<span class="w">            </span><span class="n">redundancyLength</span><span class="p">:</span><span class="w"> </span><span class="m">8</span><span class="p">));</span>
+
+<span class="w">        </span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.9f</span><span class="p">,</span>
+<span class="w">            </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The chat session has started.&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// show the prompt</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="s">&quot;exit&quot;</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span>
+<span class="w">                    </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">Message</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="n">userInput</span><span class="p">),</span>
+<span class="w">                    </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">            </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/ChatSessionWithHistory/index.html b/0.11.1/Examples/ChatSessionWithHistory/index.html
new file mode 100644
index 00000000..1ae8f720
--- /dev/null
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+            
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+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
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+      
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+  
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+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+          Tutorials
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
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+          Integrations
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
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+    
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+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        ChatSession - with history
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
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+          
+        </ul>
+      </nav>
+    </li>
+  
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+      
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+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
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+      <a href="../../xmldocs/" class="md-nav__link">
+        index
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+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
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+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
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+  
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+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
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+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        llama.native.nativeapi
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+        llama.native.ropescalingtype
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+            
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+        llama.native.safellamacontexthandle
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+            
+          
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+        llama.native.safellamagrammarhandle
+      </a>
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+        llama.native.safellamahandlebase
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
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+        llama.quantizer
+      </a>
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+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+            
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+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
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+            
+          
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+                
+                  
+
+
+<h1 id="chatsession---with-history">ChatSession - with history<a class="headerlink" href="#chatsession---with-history" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
+<span class="normal">  3</span>
+<span class="normal">  4</span>
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+<span class="normal">110</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">// This example shows how to save the state and history of chat session and load it again.</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatSessionWithHistory</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">            </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">            </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">        </span><span class="p">};</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">ChatSession</span><span class="w"> </span><span class="n">session</span><span class="p">;</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">Directory</span><span class="p">.</span><span class="n">Exists</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob&quot;</span><span class="p">))</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Loading session from disk.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">executor</span><span class="p">);</span>
+<span class="w">            </span><span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">else</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">chatHistoryJson</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob.json&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">chatHistory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">FromJson</span><span class="p">(</span><span class="n">chatHistoryJson</span><span class="p">)</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="n">session</span><span class="p">.</span><span class="n">WithOutputTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">LLamaTransforms</span><span class="p">.</span><span class="n">KeywordTextOutputStreamTransform</span><span class="p">(</span>
+<span class="w">            </span><span class="k">new</span><span class="w"> </span><span class="kt">string</span><span class="p">[]</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Assistant:&quot;</span><span class="w"> </span><span class="p">},</span>
+<span class="w">            </span><span class="n">redundancyLength</span><span class="p">:</span><span class="w"> </span><span class="m">8</span><span class="p">));</span>
+
+<span class="w">        </span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.9f</span><span class="p">,</span>
+<span class="w">            </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The chat session has started.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;exit&#39; to end the chat session.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;save&#39; to save the chat session to disk.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;load&#39; to load the chat session from disk.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;regenerate&#39; to regenerate the last response.&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// show the prompt</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="s">&quot;exit&quot;</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="c1">// Save the chat state to disk</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;save&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">session</span><span class="p">.</span><span class="n">SaveSession</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Session saved.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="c1">// Load the chat state from disk</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;load&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Session loaded.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;regenerate&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Regenerating last response ...&quot;</span><span class="p">);</span>
+
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                    </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">RegenerateAssistantMessageAsync</span><span class="p">(</span>
+<span class="w">                        </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                    </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span>
+<span class="w">                        </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">Message</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="n">userInput</span><span class="p">),</span>
+<span class="w">                        </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">            </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/ChatSessionWithRestart/index.html b/0.11.1/Examples/ChatSessionWithRestart/index.html
new file mode 100644
index 00000000..825f6580
--- /dev/null
+++ b/0.11.1/Examples/ChatSessionWithRestart/index.html
@@ -0,0 +1,2994 @@
+
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        ChatSession - restarting
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
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+        llama.native.safellamacontexthandle
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+        llama.native.safellamahandlebase
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
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+        llama.quantizer
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+        llama.sampling.defaultsamplingpipeline
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+        llama.sampling.greedysamplingpipeline
+      </a>
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+        llama.sampling.isamplingpipeline
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+        llama.sampling.isamplingpipelineextensions
+      </a>
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+        llama.sampling.mirostate2samplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
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+        llama.types.chatcompletion
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+  
+  
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+
+<h1 id="chatsession---restarting">ChatSession - restarting<a class="headerlink" href="#chatsession---restarting" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
+<span class="normal">  3</span>
+<span class="normal">  4</span>
+<span class="normal">  5</span>
+<span class="normal">  6</span>
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+<span class="normal">108</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">// This example shows how to restart the chat session</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatSessionWithRestart</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">            </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">            </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">        </span><span class="p">};</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">chatHistoryJson</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob.json&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">chatHistory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">FromJson</span><span class="p">(</span><span class="n">chatHistoryJson</span><span class="p">)</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">();</span>
+<span class="w">        </span><span class="n">ChatSession</span><span class="w"> </span><span class="n">prototypeSession</span><span class="w"> </span><span class="o">=</span><span class="w"> </span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">.</span><span class="n">InitializeSessionFromHistoryAsync</span><span class="p">(</span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">);</span>
+<span class="w">        </span><span class="n">prototypeSession</span><span class="p">.</span><span class="n">WithOutputTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">LLamaTransforms</span><span class="p">.</span><span class="n">KeywordTextOutputStreamTransform</span><span class="p">(</span>
+<span class="w">            </span><span class="k">new</span><span class="w"> </span><span class="kt">string</span><span class="p">[]</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Assistant:&quot;</span><span class="w"> </span><span class="p">},</span>
+<span class="w">            </span><span class="n">redundancyLength</span><span class="p">:</span><span class="w"> </span><span class="m">8</span><span class="p">));</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">resetState</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">prototypeSession</span><span class="p">.</span><span class="n">GetSessionState</span><span class="p">();</span>
+
+<span class="w">        </span><span class="n">ChatSession</span><span class="w"> </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">executor</span><span class="p">);</span>
+<span class="w">        </span><span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="n">resetState</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.9f</span><span class="p">,</span>
+<span class="w">            </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The chat session has started. Starting point saved.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;exit&#39; to end the chat session.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;save&#39; to save chat session state in memory.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;reset&#39; to reset the chat session to its saved state.&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Type &#39;answer for assistant&#39; to add and process provided user and assistant messages.&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// show the prompt</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="s">&quot;exit&quot;</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="c1">// Load the session state from the reset state</span>
+<span class="w">            </span><span class="k">if</span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;reset&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="n">resetState</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Reset to history:\n{session.HistoryTransform.HistoryToText(session.History)}&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Session reset.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="c1">// Assign new reset state.</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;save&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">resetState</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">GetSessionState</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Session saved.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="c1">// Provide user and override assistant answer with your own.</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;answer for assistant&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Provide user input: &quot;</span><span class="p">);</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="kt">string</span><span class="w"> </span><span class="n">userInputOverride</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Provide assistant input: &quot;</span><span class="p">);</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="kt">string</span><span class="w"> </span><span class="n">assistantInputOverride</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">AddAndProcessUserMessage</span><span class="p">(</span><span class="n">userInputOverride</span><span class="p">);</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">AddAndProcessAssistantMessage</span><span class="p">(</span><span class="n">assistantInputOverride</span><span class="p">);</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;User and assistant messages processed. Provide next user message:&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                    </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span>
+<span class="w">                        </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">Message</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="n">userInput</span><span class="p">),</span>
+<span class="w">                        </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">            </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/ChatSessionWithRoleName/index.html b/0.11.1/Examples/ChatSessionWithRoleName/index.html
new file mode 100644
index 00000000..9b347393
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@@ -0,0 +1,2894 @@
+
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+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        ChatSession - Basic
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.quantizer
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+        llama.sampling.greedysamplingpipeline
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+      </a>
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+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+        llama.types.chatcompletion
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+  
+  
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+
+
+<h1 id="chatsession---basic">ChatSession - Basic<a class="headerlink" href="#chatsession---basic" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
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+<span class="normal">40</span>
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+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">// The basic example for using ChatSession</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatSessionWithRoleName</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">            </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">            </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">        </span><span class="p">};</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">chatHistoryJson</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob.json&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">chatHistory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">FromJson</span><span class="p">(</span><span class="n">chatHistoryJson</span><span class="p">)</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">();</span>
+
+<span class="w">        </span><span class="n">ChatSession</span><span class="w"> </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.9f</span><span class="p">,</span>
+<span class="w">            </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The chat session has started.&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// show the prompt</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="s">&quot;exit&quot;</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span>
+<span class="w">                    </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">Message</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="n">userInput</span><span class="p">),</span>
+<span class="w">                    </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">            </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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+          
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+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+  
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    </li>
+  
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+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
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+        Chinese LLM - with GB2312 encoding
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+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
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+        ChatSession - with history
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+    </li>
+  
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+            
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+              
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+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+              
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+  
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+    <li class="md-nav__item">
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+        Get embeddings
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
+  
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+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
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+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+              
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+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+              
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
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+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="coding-assistant">Coding assistant<a class="headerlink" href="#coding-assistant" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span>
+<span class="normal">63</span>
+<span class="normal">64</span>
+<span class="normal">65</span>
+<span class="normal">66</span>
+<span class="normal">67</span>
+<span class="normal">68</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="w">    </span><span class="k">using</span><span class="w"> </span><span class="nn">System</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">// This example shows how to apply code completion as a coding assistant</span>
+<span class="w">    </span><span class="k">internal</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CodingAssistant</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="c1">// Source paper with example prompts:</span>
+<span class="w">        </span><span class="c1">// https://doi.org/10.48550/arXiv.2308.12950</span>
+<span class="w">        </span><span class="k">const</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">InstructionPrefix</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;[INST]&quot;</span><span class="p">;</span>
+<span class="w">        </span><span class="k">const</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">InstructionSuffix</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;[/INST]&quot;</span><span class="p">;</span>
+<span class="w">        </span><span class="k">const</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">SystemInstruction</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;You&#39;re an intelligent, concise coding assistant. &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">            </span><span class="s">&quot;Wrap code in ``` for readability. Don&#39;t repeat yourself. &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">            </span><span class="s">&quot;Use best practice and good coding standards.&quot;</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="o">!</span><span class="n">modelPath</span><span class="p">.</span><span class="n">Contains</span><span class="p">(</span><span class="s">&quot;codellama&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">StringComparison</span><span class="p">.</span><span class="n">InvariantCultureIgnoreCase</span><span class="p">))</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;WARNING: the model you selected is not a Code LLama model!&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;For this example we specifically recommend &#39;codellama-7b-instruct.Q4_K_S.gguf&#39;&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Press ENTER to continue...&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">4096</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InstructExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="n">InstructionPrefix</span><span class="p">,</span><span class="w"> </span><span class="n">InstructionSuffix</span><span class="p">,</span><span class="w"> </span><span class="k">null</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the LLM will follow your instructions.&quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;\nIt&#39;s a 7B Code Llama, so it&#39;s trained for programming tasks like \&quot;Write a C# function reading &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;a file name from a given URI\&quot; or \&quot;Write some programming interview questions\&quot;.&quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;\nWrite &#39;exit&#39; to exit&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.8f</span><span class="p">,</span>
+<span class="w">                </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="m">1</span><span class="p">,</span>
+<span class="w">            </span><span class="p">};</span>
+
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">instruction</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">$&quot;{SystemInstruction}\n\n&quot;</span><span class="p">;</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">Out</span><span class="p">.</span><span class="n">WriteAsync</span><span class="p">(</span><span class="s">&quot;Instruction: &quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">instruction</span><span class="w"> </span><span class="o">+=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;Ask me for instructions.&quot;</span><span class="p">;</span>
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">instruction</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="s">&quot;exit&quot;</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">instruction</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">Environment</span><span class="p">.</span><span class="n">NewLine</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">Out</span><span class="p">.</span><span class="n">WriteAsync</span><span class="p">(</span><span class="s">&quot;Instruction: &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">instruction</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;Ask me for instructions.&quot;</span><span class="p">;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
+
+
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+
+                
+              </article>
+            </div>
+          
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diff --git a/0.11.1/Examples/GetEmbeddings/index.html b/0.11.1/Examples/GetEmbeddings/index.html
new file mode 100644
index 00000000..90ae2c9f
--- /dev/null
+++ b/0.11.1/Examples/GetEmbeddings/index.html
@@ -0,0 +1,2866 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
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+      
+        <link rel="prev" href="../CodingAssistant/">
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+      
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+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
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+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Fira+Sans:300,300i,400,400i,700,700i%7CFira+Mono:400,400i,700,700i&display=fallback">
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+      
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+      <link rel="stylesheet" href="../../css/extra.css?v=14">
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+    
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+  </head>
+  
+  
+    
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
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+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
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+          Skip to content
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+
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+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Get embeddings
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+            
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+        llama.native.safellamacontexthandle
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+            
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+        llama.native.safellamagrammarhandle
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+        llama.native.safellamahandlebase
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
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+        llama.quantizer
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
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+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
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+          
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+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
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+                
+                  
+
+
+<h1 id="get-embeddings">Get embeddings<a class="headerlink" href="#get-embeddings" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
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+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// This example shows how to get embeddings from a text prompt.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GetEmbeddings</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">DarkGray</span><span class="p">;</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">@params</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">EmbeddingMode</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">true</span><span class="w"> </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">weights</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">@params</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">embedder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaEmbedder</span><span class="p">(</span><span class="n">weights</span><span class="p">,</span><span class="w"> </span><span class="n">@params</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span>
+<span class="w">                </span><span class="s">&quot;&quot;&quot;</span>
+<span class="w">                </span><span class="n">This</span><span class="w"> </span><span class="n">example</span><span class="w"> </span><span class="n">displays</span><span class="w"> </span><span class="n">embeddings</span><span class="w"> </span><span class="k">from</span><span class="w"> </span><span class="n">a</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="n">prompt</span><span class="p">.</span>
+<span class="w">                </span><span class="n">Embeddings</span><span class="w"> </span><span class="n">are</span><span class="w"> </span><span class="n">numerical</span><span class="w"> </span><span class="n">codes</span><span class="w"> </span><span class="n">that</span><span class="w"> </span><span class="n">represent</span><span class="w"> </span><span class="n">information</span><span class="w"> </span><span class="n">like</span><span class="w"> </span><span class="n">words</span><span class="p">,</span><span class="w"> </span><span class="n">images</span><span class="p">,</span><span class="w"> </span><span class="n">or</span><span class="w"> </span><span class="n">concepts</span><span class="p">.</span>
+<span class="w">                </span><span class="n">These</span><span class="w"> </span><span class="n">codes</span><span class="w"> </span><span class="n">capture</span><span class="w"> </span><span class="n">important</span><span class="w"> </span><span class="n">relationships</span><span class="w"> </span><span class="n">between</span><span class="w"> </span><span class="n">those</span><span class="w"> </span><span class="n">objects</span><span class="p">,</span><span class="w"> </span>
+<span class="w">                </span><span class="n">like</span><span class="w"> </span><span class="n">how</span><span class="w"> </span><span class="n">similar</span><span class="w"> </span><span class="n">words</span><span class="w"> </span><span class="n">are</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">meaning</span><span class="w"> </span><span class="n">or</span><span class="w"> </span><span class="n">how</span><span class="w"> </span><span class="n">close</span><span class="w"> </span><span class="n">images</span><span class="w"> </span><span class="n">are</span><span class="w"> </span><span class="n">visually</span><span class="p">.</span>
+<span class="w">                </span><span class="n">This</span><span class="w"> </span><span class="n">allows</span><span class="w"> </span><span class="n">machine</span><span class="w"> </span><span class="n">learning</span><span class="w"> </span><span class="n">models</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">efficiently</span><span class="w"> </span><span class="n">understand</span><span class="w"> </span><span class="n">and</span><span class="w"> </span><span class="n">process</span><span class="w"> </span><span class="n">complex</span><span class="w"> </span><span class="n">data</span><span class="p">.</span>
+<span class="w">                </span><span class="n">Embeddings</span><span class="w"> </span><span class="n">of</span><span class="w"> </span><span class="n">a</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">LLM</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">sometimes</span><span class="w"> </span><span class="n">useful</span><span class="p">,</span><span class="w"> </span><span class="k">for</span><span class="w"> </span><span class="n">example</span><span class="p">,</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">train</span><span class="w"> </span><span class="n">other</span><span class="w"> </span><span class="n">MLP</span><span class="w"> </span><span class="n">models</span><span class="p">.</span>
+<span class="w">                </span><span class="s">&quot;&quot;&quot;); // NOTE: this description was AI generated</span>
+
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Please input your text: &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">                </span><span class="kt">float</span><span class="p">[]</span><span class="w"> </span><span class="n">embeddings</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">embedder</span><span class="p">.</span><span class="n">GetEmbeddings</span><span class="p">(</span><span class="n">text</span><span class="p">).</span><span class="n">Result</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Embeddings contain {embeddings.Length:N0} floating point values:&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">DarkGray</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="kt">string</span><span class="p">.</span><span class="n">Join</span><span class="p">(</span><span class="s">&quot;, &quot;</span><span class="p">,</span><span class="w"> </span><span class="n">embeddings</span><span class="p">.</span><span class="n">Take</span><span class="p">(</span><span class="m">20</span><span class="p">))</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="s">&quot;, ...&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/GrammarJsonResponse/index.html b/0.11.1/Examples/GrammarJsonResponse/index.html
new file mode 100644
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+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
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+            
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+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
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+            
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+      </nav>
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+        <label class="md-nav__title" for="__nav_7">
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Grammar - json response
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
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+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
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+    <li class="md-nav__item">
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
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+                
+                  
+
+
+<h1 id="grammar---json-response">Grammar - json response<a class="headerlink" href="#grammar---json-response" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Grammars</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// This example shows how to get response in json format using grammar.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarJsonResponse</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">gbnf</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/json.gbnf&quot;</span><span class="p">).</span><span class="n">Trim</span><span class="p">();</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">grammar</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Grammar</span><span class="p">.</span><span class="n">Parse</span><span class="p">(</span><span class="n">gbnf</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;root&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">                </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StatelessExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the LLM will follow your instructions and always respond in a JSON format. For example, you can input \&quot;Tell me the attributes of a good dish\&quot;&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">grammarInstance</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">grammar</span><span class="p">.</span><span class="n">CreateInstance</span><span class="p">();</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.6f</span><span class="p">,</span>
+<span class="w">                </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;Question:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;#&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Question: &quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;.\n&quot;</span><span class="w"> </span><span class="p">},</span>
+<span class="w">                </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">50</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Grammar</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">grammarInstance</span>
+<span class="w">            </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;\nQuestion: &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Answer: &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">$&quot;Question: {prompt?.Trim()} Answer: &quot;</span><span class="p">;</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/InstructModeExecute/index.html b/0.11.1/Examples/InstructModeExecute/index.html
new file mode 100644
index 00000000..0caa8d26
--- /dev/null
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+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Instruct executor - basic
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.quantizer
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+        llama.sampling.greedysamplingpipeline
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+      </a>
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+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+        llama.types.chatcompletion
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+  
+  
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+
+
+<h1 id="instruct-executor---basic">Instruct executor - basic<a class="headerlink" href="#instruct-executor---basic" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
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+<span class="normal"> 9</span>
+<span class="normal">10</span>
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+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// This example shows how to use InstructExecutor to generate the response.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">InstructModeExecute</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllText</span><span class="p">(</span><span class="s">&quot;Assets/dan.txt&quot;</span><span class="p">).</span><span class="n">Trim</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">                </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InstructExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the LLM will follow your instructions. For example, you can input \&quot;Write a story about a fox who want to &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;make friend with human, no less than 200 words.\&quot;&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.8f</span><span class="p">,</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">600</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
+
+
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+
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+              </article>
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+          
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+      <a href="../BatchedExecutorFork/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+  
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+    <li class="md-nav__item">
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+        Chinese LLM - with GB2312 encoding
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
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+          
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+              
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+    <li class="md-nav__item">
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+        ChatSession - with history
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+          
+            
+              
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+    <li class="md-nav__item">
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+        ChatSession - Basic
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+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+              
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+    <li class="md-nav__item">
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+        Instruct executor - basic
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+        Interactive executor - basic
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+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    <li class="md-nav__item">
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+        ChatSession - load & save
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+    </li>
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+              
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+    <li class="md-nav__item">
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+        Executor - save/load state
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+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
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+      <a href="../../xmldocs/logger/" class="md-nav__link">
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+                
+                  
+
+
+<h1 id="interactive-executor---basic">Interactive executor - basic<a class="headerlink" href="#interactive-executor---basic" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// This is an example which shows how to chat with LLM with InteractiveExecutor.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">InteractiveModeExecute</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="k">await</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllTextAsync</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob.txt&quot;</span><span class="p">)).</span><span class="n">Trim</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">                </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the prompt is printed, the maximum tokens is set to 128 and the context size is 256. (an example for small scale usage)&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.6f</span><span class="p">,</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">},</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">128</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
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diff --git a/0.11.1/Examples/KernelMemory/index.html b/0.11.1/Examples/KernelMemory/index.html
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+        ChatSession - Basic
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
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+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
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+        llama.batched.cannotsamplerequirespromptexception
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+        llama.batched.experimentalbatchedexecutorexception
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+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
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+        llama.common.inferenceparams
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+        llama.exceptions.grammarexpectedname
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+        llama.exceptions.grammarunexpectedhexcharscount
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+    <li class="md-nav__item">
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+              
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+        llama.extensions.icontextparamsextensions
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+    <li class="md-nav__item">
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+        llama.extensions.imodelparamsextensions
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+  
+
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+      <a href="../../xmldocs/llama.llamatransforms/" class="md-nav__link">
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+            
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+      <a href="../../xmldocs/llama.llavaweights/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
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+      <a href="../../xmldocs/llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
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+      <a href="../../xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
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+            
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+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="kernel-memory-integration---basic">Kernel memory integration - basic<a class="headerlink" href="#kernel-memory-integration---basic" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
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+<span class="normal"> 48</span>
+<span class="normal"> 49</span>
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+<span class="normal"> 51</span>
+<span class="normal"> 52</span>
+<span class="normal"> 53</span>
+<span class="normal"> 54</span>
+<span class="normal"> 55</span>
+<span class="normal"> 56</span>
+<span class="normal"> 57</span>
+<span class="normal"> 58</span>
+<span class="normal"> 59</span>
+<span class="normal"> 60</span>
+<span class="normal"> 61</span>
+<span class="normal"> 62</span>
+<span class="normal"> 63</span>
+<span class="normal"> 64</span>
+<span class="normal"> 65</span>
+<span class="normal"> 66</span>
+<span class="normal"> 67</span>
+<span class="normal"> 68</span>
+<span class="normal"> 69</span>
+<span class="normal"> 70</span>
+<span class="normal"> 71</span>
+<span class="normal"> 72</span>
+<span class="normal"> 73</span>
+<span class="normal"> 74</span>
+<span class="normal"> 75</span>
+<span class="normal"> 76</span>
+<span class="normal"> 77</span>
+<span class="normal"> 78</span>
+<span class="normal"> 79</span>
+<span class="normal"> 80</span>
+<span class="normal"> 81</span>
+<span class="normal"> 82</span>
+<span class="normal"> 83</span>
+<span class="normal"> 84</span>
+<span class="normal"> 85</span>
+<span class="normal"> 86</span>
+<span class="normal"> 87</span>
+<span class="normal"> 88</span>
+<span class="normal"> 89</span>
+<span class="normal"> 90</span>
+<span class="normal"> 91</span>
+<span class="normal"> 92</span>
+<span class="normal"> 93</span>
+<span class="normal"> 94</span>
+<span class="normal"> 95</span>
+<span class="normal"> 96</span>
+<span class="normal"> 97</span>
+<span class="normal"> 98</span>
+<span class="normal"> 99</span>
+<span class="normal">100</span>
+<span class="normal">101</span>
+<span class="normal">102</span>
+<span class="normal">103</span>
+<span class="normal">104</span>
+<span class="normal">105</span>
+<span class="normal">106</span>
+<span class="normal">107</span>
+<span class="normal">108</span>
+<span class="normal">109</span>
+<span class="normal">110</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLamaSharp.KernelMemory</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.KernelMemory</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.KernelMemory.Configuration</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">System.Diagnostics</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// This example is from Microsoft&#39;s official kernel memory &quot;custom prompts&quot; example:</span>
+<span class="w">    </span><span class="c1">// https://github.com/microsoft/kernel-memory/blob/6d516d70a23d50c6cb982e822e6a3a9b2e899cfa/examples/101-dotnet-custom-Prompts/Program.cs#L1-L86</span>
+
+<span class="w">    </span><span class="c1">// Microsoft.KernelMemory has more features than Microsoft.SemanticKernel.</span>
+<span class="w">    </span><span class="c1">// See https://microsoft.github.io/kernel-memory/ for details.</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">KernelMemory</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span>
+<span class="w">                </span><span class="s">&quot;&quot;&quot;</span>
+
+<span class="w">                </span><span class="n">This</span><span class="w"> </span><span class="n">program</span><span class="w"> </span><span class="n">uses</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">Microsoft</span><span class="p">.</span><span class="n">KernelMemory</span><span class="w"> </span><span class="n">package</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">ingest</span><span class="w"> </span><span class="n">documents</span>
+<span class="w">                </span><span class="n">and</span><span class="w"> </span><span class="n">answer</span><span class="w"> </span><span class="n">questions</span><span class="w"> </span><span class="n">about</span><span class="w"> </span><span class="n">them</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">an</span><span class="w"> </span><span class="n">interactive</span><span class="w"> </span><span class="n">chat</span><span class="w"> </span><span class="n">prompt</span><span class="p">.</span>
+
+<span class="w">                </span><span class="s">&quot;&quot;&quot;);</span>
+
+<span class="w">            </span><span class="c1">// Setup the kernel memory with the LLM model</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+<span class="w">            </span><span class="n">IKernelMemory</span><span class="w"> </span><span class="n">memory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">CreateMemory</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Ingest documents (format is automatically detected from the filename)</span>
+<span class="w">            </span><span class="kt">string</span><span class="p">[]</span><span class="w"> </span><span class="n">filesToIngest</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                </span><span class="n">Path</span><span class="p">.</span><span class="n">GetFullPath</span><span class="p">(</span><span class="s">@&quot;./Assets/sample-SK-Readme.pdf&quot;</span><span class="p">),</span>
+<span class="w">                </span><span class="n">Path</span><span class="p">.</span><span class="n">GetFullPath</span><span class="p">(</span><span class="s">@&quot;./Assets/sample-KM-Readme.pdf&quot;</span><span class="p">),</span>
+<span class="w">            </span><span class="p">];</span>
+
+<span class="w">            </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">filesToIngest</span><span class="p">.</span><span class="n">Length</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="kt">string</span><span class="w"> </span><span class="n">path</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">filesToIngest</span><span class="p">[</span><span class="n">i</span><span class="p">];</span>
+<span class="w">                </span><span class="n">Stopwatch</span><span class="w"> </span><span class="n">sw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Stopwatch</span><span class="p">.</span><span class="n">StartNew</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Blue</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Importing {i + 1} of {filesToIngest.Length}: {path}&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="n">memory</span><span class="p">.</span><span class="n">ImportDocumentAsync</span><span class="p">(</span><span class="n">path</span><span class="p">,</span><span class="w"> </span><span class="n">steps</span><span class="p">:</span><span class="w"> </span><span class="n">Constants</span><span class="p">.</span><span class="n">PipelineWithoutSummary</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Completed in {sw.Elapsed}\n&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="c1">// Ask a predefined question</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">question1</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;What formats does KM support&quot;</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Question: {question1}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">AnswerQuestion</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="n">question1</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Let the user ask additional questions</span>
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Question: &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="kt">string</span><span class="w"> </span><span class="n">question</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="o">!</span><span class="p">;</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="kt">string</span><span class="p">.</span><span class="n">IsNullOrEmpty</span><span class="p">(</span><span class="n">question</span><span class="p">))</span>
+<span class="w">                    </span><span class="k">return</span><span class="p">;</span>
+
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">AnswerQuestion</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="n">question</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">IKernelMemory</span><span class="w"> </span><span class="nf">CreateMemory</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Common</span><span class="p">.</span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">infParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">[</span><span class="s">&quot;\n\n&quot;</span><span class="p">]</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">            </span><span class="n">LLamaSharpConfig</span><span class="w"> </span><span class="n">lsConfig</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">DefaultInferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">infParams</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">            </span><span class="n">SearchClientConfig</span><span class="w"> </span><span class="n">searchClientConfig</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">MaxMatchesCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1</span><span class="p">,</span>
+<span class="w">                </span><span class="n">AnswerTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">100</span><span class="p">,</span>
+<span class="w">            </span><span class="p">};</span>
+
+<span class="w">            </span><span class="n">TextPartitioningOptions</span><span class="w"> </span><span class="n">parseOptions</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">MaxTokensPerParagraph</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">300</span><span class="p">,</span>
+<span class="w">                </span><span class="n">MaxTokensPerLine</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">100</span><span class="p">,</span>
+<span class="w">                </span><span class="n">OverlappingTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">30</span>
+<span class="w">            </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="nf">KernelMemoryBuilder</span><span class="p">()</span>
+<span class="w">                </span><span class="p">.</span><span class="n">WithLLamaSharpDefaults</span><span class="p">(</span><span class="n">lsConfig</span><span class="p">)</span>
+<span class="w">                </span><span class="p">.</span><span class="n">WithSearchClientConfig</span><span class="p">(</span><span class="n">searchClientConfig</span><span class="p">)</span>
+<span class="w">                </span><span class="p">.</span><span class="n">With</span><span class="p">(</span><span class="n">parseOptions</span><span class="p">)</span>
+<span class="w">                </span><span class="p">.</span><span class="n">Build</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">AnswerQuestion</span><span class="p">(</span><span class="n">IKernelMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">question</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Stopwatch</span><span class="w"> </span><span class="n">sw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Stopwatch</span><span class="p">.</span><span class="n">StartNew</span><span class="p">();</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">DarkGray</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Generating answer...&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">MemoryAnswer</span><span class="w"> </span><span class="n">answer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">memory</span><span class="p">.</span><span class="n">AskAsync</span><span class="p">(</span><span class="n">question</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Answer generated in {sw.Elapsed}&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Gray</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Answer: {answer.Result}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">source</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">answer</span><span class="p">.</span><span class="n">RelevantSources</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Source: {source.SourceName}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
+
+
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+
+                
+              </article>
+            </div>
+          
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+        </div>
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diff --git a/0.11.1/Examples/KernelMemorySaveAndLoad/index.html b/0.11.1/Examples/KernelMemorySaveAndLoad/index.html
new file mode 100644
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+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
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+        llama.batched.cannotmodifywhilerequiresinferenceexception
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+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
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+        llama.batched.experimentalbatchedexecutorexception
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+        llama.exceptions.grammarexpectedname
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+        llama.exceptions.grammarunexpectedhexcharscount
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+    <li class="md-nav__item">
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+        llama.exceptions.loadweightsfailedexception
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+    <li class="md-nav__item">
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+        llama.extensions.icontextparamsextensions
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+    <li class="md-nav__item">
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+        llama.extensions.imodelparamsextensions
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+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
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+    <li class="md-nav__item">
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+        llama.ichatmodel
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+        llama.llamacache
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamamodel/" class="md-nav__link">
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+        llama.llamamodelv1
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+      <a href="../../xmldocs/llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
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+          
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamastate/" class="md-nav__link">
+        llama.llamastate
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
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+    </li>
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
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+              
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+      <a href="../../xmldocs/llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
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+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="kernel-memory---save--load">Kernel-memory - save &amp; load<a class="headerlink" href="#kernel-memory---save--load" title="Permanent link"></a></h1>
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+<span class="normal"> 77</span>
+<span class="normal"> 78</span>
+<span class="normal"> 79</span>
+<span class="normal"> 80</span>
+<span class="normal"> 81</span>
+<span class="normal"> 82</span>
+<span class="normal"> 83</span>
+<span class="normal"> 84</span>
+<span class="normal"> 85</span>
+<span class="normal"> 86</span>
+<span class="normal"> 87</span>
+<span class="normal"> 88</span>
+<span class="normal"> 89</span>
+<span class="normal"> 90</span>
+<span class="normal"> 91</span>
+<span class="normal"> 92</span>
+<span class="normal"> 93</span>
+<span class="normal"> 94</span>
+<span class="normal"> 95</span>
+<span class="normal"> 96</span>
+<span class="normal"> 97</span>
+<span class="normal"> 98</span>
+<span class="normal"> 99</span>
+<span class="normal">100</span>
+<span class="normal">101</span>
+<span class="normal">102</span>
+<span class="normal">103</span>
+<span class="normal">104</span>
+<span class="normal">105</span>
+<span class="normal">106</span>
+<span class="normal">107</span>
+<span class="normal">108</span>
+<span class="normal">109</span>
+<span class="normal">110</span>
+<span class="normal">111</span>
+<span class="normal">112</span>
+<span class="normal">113</span>
+<span class="normal">114</span>
+<span class="normal">115</span>
+<span class="normal">116</span>
+<span class="normal">117</span>
+<span class="normal">118</span>
+<span class="normal">119</span>
+<span class="normal">120</span>
+<span class="normal">121</span>
+<span class="normal">122</span>
+<span class="normal">123</span>
+<span class="normal">124</span>
+<span class="normal">125</span>
+<span class="normal">126</span>
+<span class="normal">127</span>
+<span class="normal">128</span>
+<span class="normal">129</span>
+<span class="normal">130</span>
+<span class="normal">131</span>
+<span class="normal">132</span>
+<span class="normal">133</span>
+<span class="normal">134</span>
+<span class="normal">135</span>
+<span class="normal">136</span>
+<span class="normal">137</span>
+<span class="normal">138</span>
+<span class="normal">139</span>
+<span class="normal">140</span>
+<span class="normal">141</span>
+<span class="normal">142</span>
+<span class="normal">143</span>
+<span class="normal">144</span>
+<span class="normal">145</span>
+<span class="normal">146</span>
+<span class="normal">147</span>
+<span class="normal">148</span>
+<span class="normal">149</span>
+<span class="normal">150</span>
+<span class="normal">151</span>
+<span class="normal">152</span>
+<span class="normal">153</span>
+<span class="normal">154</span>
+<span class="normal">155</span>
+<span class="normal">156</span>
+<span class="normal">157</span>
+<span class="normal">158</span>
+<span class="normal">159</span>
+<span class="normal">160</span>
+<span class="normal">161</span>
+<span class="normal">162</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLamaSharp.KernelMemory</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.KernelMemory</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.KernelMemory.Configuration</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.KernelMemory.ContentStorage.DevTools</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.KernelMemory.FileSystem.DevTools</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.KernelMemory.MemoryStorage.DevTools</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">System.Diagnostics</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">// This example shows how to use kernel-memory integration with pre-saved embeddings.</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">KernelMemorySaveAndLoad</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StorageFolder</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">Path</span><span class="p">.</span><span class="n">GetFullPath</span><span class="p">(</span><span class="s">$&quot;./storage-{nameof(KernelMemorySaveAndLoad)}&quot;</span><span class="p">);</span>
+<span class="w">    </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">StorageExists</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">Directory</span><span class="p">.</span><span class="n">Exists</span><span class="p">(</span><span class="n">StorageFolder</span><span class="p">)</span><span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span><span class="n">Directory</span><span class="p">.</span><span class="n">GetDirectories</span><span class="p">(</span><span class="n">StorageFolder</span><span class="p">).</span><span class="n">Length</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span>
+<span class="w">            </span><span class="s">&quot;&quot;&quot;</span>
+
+<span class="w">            </span><span class="n">This</span><span class="w"> </span><span class="n">program</span><span class="w"> </span><span class="n">uses</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">Microsoft</span><span class="p">.</span><span class="n">KernelMemory</span><span class="w"> </span><span class="n">package</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">ingest</span><span class="w"> </span><span class="n">documents</span>
+<span class="w">            </span><span class="n">and</span><span class="w"> </span><span class="n">store</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">embeddings</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="n">local</span><span class="w"> </span><span class="n">files</span><span class="w"> </span><span class="n">so</span><span class="w"> </span><span class="n">they</span><span class="w"> </span><span class="n">can</span><span class="w"> </span><span class="n">be</span><span class="w"> </span><span class="n">quickly</span><span class="w"> </span><span class="n">recalled</span>
+<span class="w">            </span><span class="n">when</span><span class="w"> </span><span class="k">this</span><span class="w"> </span><span class="n">application</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">launched</span><span class="w"> </span><span class="n">again</span><span class="p">.</span><span class="w"> </span>
+
+<span class="w">            </span><span class="s">&quot;&quot;&quot;);</span>
+
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+<span class="w">        </span><span class="n">IKernelMemory</span><span class="w"> </span><span class="n">memory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">CreateMemoryWithLocalStorage</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">StorageExists</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span>
+<span class="w">                </span><span class="s">&quot;&quot;&quot;</span>
+
+<span class="w">                </span><span class="n">Kernel</span><span class="w"> </span><span class="n">memory</span><span class="w"> </span><span class="n">files</span><span class="w"> </span><span class="n">have</span><span class="w"> </span><span class="n">been</span><span class="w"> </span><span class="n">located</span><span class="o">!</span>
+<span class="w">                </span><span class="n">Information</span><span class="w"> </span><span class="n">about</span><span class="w"> </span><span class="n">previously</span><span class="w"> </span><span class="n">analyzed</span><span class="w"> </span><span class="n">documents</span><span class="w"> </span><span class="n">has</span><span class="w"> </span><span class="n">been</span><span class="w"> </span><span class="n">loaded</span><span class="p">.</span>
+
+<span class="w">                </span><span class="s">&quot;&quot;&quot;);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">else</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span>
+<span class="w">                </span><span class="s">$&quot;&quot;&quot;</span>
+
+<span class="w">                 </span><span class="n">Existing</span><span class="w"> </span><span class="n">kernel</span><span class="w"> </span><span class="n">memory</span><span class="w"> </span><span class="n">was</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="n">found</span><span class="p">.</span>
+<span class="w">                 </span><span class="n">Documents</span><span class="w"> </span><span class="n">will</span><span class="w"> </span><span class="n">be</span><span class="w"> </span><span class="nf">analyzed</span><span class="w"> </span><span class="p">(</span><span class="n">slow</span><span class="p">)</span><span class="w"> </span><span class="n">and</span><span class="w"> </span><span class="n">information</span><span class="w"> </span><span class="n">saved</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">disk</span><span class="p">.</span>
+<span class="w">                 </span><span class="n">Analysis</span><span class="w"> </span><span class="n">will</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="n">be</span><span class="w"> </span><span class="n">required</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">next</span><span class="w"> </span><span class="n">time</span><span class="w"> </span><span class="k">this</span><span class="w"> </span><span class="n">program</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">run</span><span class="p">.</span>
+<span class="w">                 </span><span class="n">Press</span><span class="w"> </span><span class="n">ENTER</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">proceed</span><span class="p">...</span>
+
+<span class="w">                 </span><span class="s">&quot;&quot;&quot;);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">IngestDocuments</span><span class="p">(</span><span class="n">memory</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="nf">AskSingleQuestion</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;What formats does KM support?&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="nf">StartUserChatSession</span><span class="p">(</span><span class="n">memory</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">IKernelMemory</span><span class="w"> </span><span class="nf">CreateMemoryWithLocalStorage</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">Common</span><span class="p">.</span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">infParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">[</span><span class="s">&quot;\n\n&quot;</span><span class="p">]</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">LLamaSharpConfig</span><span class="w"> </span><span class="n">lsConfig</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">DefaultInferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">infParams</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">SearchClientConfig</span><span class="w"> </span><span class="n">searchClientConfig</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">MaxMatchesCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1</span><span class="p">,</span>
+<span class="w">            </span><span class="n">AnswerTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">100</span><span class="p">,</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">TextPartitioningOptions</span><span class="w"> </span><span class="n">parseOptions</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">MaxTokensPerParagraph</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">300</span><span class="p">,</span>
+<span class="w">            </span><span class="n">MaxTokensPerLine</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">100</span><span class="p">,</span>
+<span class="w">            </span><span class="n">OverlappingTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">30</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">SimpleFileStorageConfig</span><span class="w"> </span><span class="n">storageConfig</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Directory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">StorageFolder</span><span class="p">,</span>
+<span class="w">            </span><span class="n">StorageType</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">FileSystemTypes</span><span class="p">.</span><span class="n">Disk</span><span class="p">,</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">SimpleVectorDbConfig</span><span class="w"> </span><span class="n">vectorDbConfig</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Directory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">StorageFolder</span><span class="p">,</span>
+<span class="w">            </span><span class="n">StorageType</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">FileSystemTypes</span><span class="p">.</span><span class="n">Disk</span><span class="p">,</span>
+<span class="w">        </span><span class="p">};</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Blue</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Kernel memory folder: {StorageFolder}&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">DarkGray</span><span class="p">;</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="nf">KernelMemoryBuilder</span><span class="p">()</span>
+<span class="w">            </span><span class="p">.</span><span class="n">WithSimpleFileStorage</span><span class="p">(</span><span class="n">storageConfig</span><span class="p">)</span>
+<span class="w">            </span><span class="p">.</span><span class="n">WithSimpleVectorDb</span><span class="p">(</span><span class="n">vectorDbConfig</span><span class="p">)</span>
+<span class="w">            </span><span class="p">.</span><span class="n">WithLLamaSharpDefaults</span><span class="p">(</span><span class="n">lsConfig</span><span class="p">)</span>
+<span class="w">            </span><span class="p">.</span><span class="n">WithSearchClientConfig</span><span class="p">(</span><span class="n">searchClientConfig</span><span class="p">)</span>
+<span class="w">            </span><span class="p">.</span><span class="n">With</span><span class="p">(</span><span class="n">parseOptions</span><span class="p">)</span>
+<span class="w">            </span><span class="p">.</span><span class="n">Build</span><span class="p">();</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">AskSingleQuestion</span><span class="p">(</span><span class="n">IKernelMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">question</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Question: {question}&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="nf">ShowAnswer</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="n">question</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">StartUserChatSession</span><span class="p">(</span><span class="n">IKernelMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Question: &quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">question</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="o">!</span><span class="p">;</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="kt">string</span><span class="p">.</span><span class="n">IsNullOrEmpty</span><span class="p">(</span><span class="n">question</span><span class="p">))</span>
+<span class="w">                </span><span class="k">return</span><span class="p">;</span>
+
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">ShowAnswer</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="n">question</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">IngestDocuments</span><span class="p">(</span><span class="n">IKernelMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="p">[]</span><span class="w"> </span><span class="n">filesToIngest</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">[</span>
+<span class="w">                </span><span class="n">Path</span><span class="p">.</span><span class="n">GetFullPath</span><span class="p">(</span><span class="s">@&quot;./Assets/sample-SK-Readme.pdf&quot;</span><span class="p">),</span>
+<span class="w">                </span><span class="n">Path</span><span class="p">.</span><span class="n">GetFullPath</span><span class="p">(</span><span class="s">@&quot;./Assets/sample-KM-Readme.pdf&quot;</span><span class="p">),</span>
+<span class="w">            </span><span class="p">];</span>
+
+<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">filesToIngest</span><span class="p">.</span><span class="n">Length</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">path</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">filesToIngest</span><span class="p">[</span><span class="n">i</span><span class="p">];</span>
+<span class="w">            </span><span class="n">Stopwatch</span><span class="w"> </span><span class="n">sw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Stopwatch</span><span class="p">.</span><span class="n">StartNew</span><span class="p">();</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Blue</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Importing {i + 1} of {filesToIngest.Length}: {path}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="n">memory</span><span class="p">.</span><span class="n">ImportDocumentAsync</span><span class="p">(</span><span class="n">path</span><span class="p">,</span><span class="w"> </span><span class="n">steps</span><span class="p">:</span><span class="w"> </span><span class="n">Constants</span><span class="p">.</span><span class="n">PipelineWithoutSummary</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Completed in {sw.Elapsed}\n&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">ShowAnswer</span><span class="p">(</span><span class="n">IKernelMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">question</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">Stopwatch</span><span class="w"> </span><span class="n">sw</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Stopwatch</span><span class="p">.</span><span class="n">StartNew</span><span class="p">();</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">DarkGray</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Generating answer...&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">MemoryAnswer</span><span class="w"> </span><span class="n">answer</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">memory</span><span class="p">.</span><span class="n">AskAsync</span><span class="p">(</span><span class="n">question</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Answer generated in {sw.Elapsed}&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Gray</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Answer: {answer.Result}&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">source</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">answer</span><span class="p">.</span><span class="n">RelevantSources</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Source: {source.SourceName}&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/LLavaInteractiveModeExecute/index.html b/0.11.1/Examples/LLavaInteractiveModeExecute/index.html
new file mode 100644
index 00000000..7ba5ed00
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+        Architecture
+      </a>
+    </li>
+  
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
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+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
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+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
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+      
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+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
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+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        LLaVA - basic
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
+      
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+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
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+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
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+          
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+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
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+        llama.native.ropescalingtype
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+        llama.native.safellamacontexthandle
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+          
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+        llama.native.safellamagrammarhandle
+      </a>
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+        llama.native.safellamahandlebase
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+        llama.native.safellamamodelhandle
+      </a>
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
+      </a>
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+        llama.quantizer
+      </a>
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+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+              
+  
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+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
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+                
+                  
+
+
+<h1 id="llava---basic">LLaVA - basic<a class="headerlink" href="#llava---basic" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
+<span class="normal">  3</span>
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+<span class="normal">100</span>
+<span class="normal">101</span>
+<span class="normal">102</span>
+<span class="normal">103</span>
+<span class="normal">104</span>
+<span class="normal">105</span>
+<span class="normal">106</span>
+<span class="normal">107</span>
+<span class="normal">108</span>
+<span class="normal">109</span>
+<span class="normal">110</span>
+<span class="normal">111</span>
+<span class="normal">112</span>
+<span class="normal">113</span>
+<span class="normal">114</span>
+<span class="normal">115</span>
+<span class="normal">116</span>
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+<span class="normal">123</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">System.Text.RegularExpressions</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Batched</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Spectre.Console</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// This example shows how to chat with LLaVA model with both image and text as input.</span>
+<span class="w">    </span><span class="c1">// It uses the interactive executor to inference.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LlavaInteractiveModeExecute</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">multiModalProj</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetMMProjPath</span><span class="p">();</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelImage</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetImagePath</span><span class="p">();</span>
+<span class="w">            </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">maxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">;</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">$&quot;{{{modelImage}}}\nUSER:\nProvide a full description of the image.\nASSISTANT:\n&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">4096</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Llava Init</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">clipModel</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLavaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">multiModalProj</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="n">clipModel</span><span class="w"> </span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the prompt is printed, the maximum tokens is set to {0} and the context size is {1}.&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">maxTokens</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">.</span><span class="n">ContextSize</span><span class="w"> </span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;To send an image, enter its filename in curly braces, like this {c:/image.jpg}.&quot;</span><span class="p">);</span><span class="w">  </span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.1f</span><span class="p">,</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;\nUSER:&quot;</span><span class="w"> </span><span class="p">},</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">maxTokens</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">do</span>
+<span class="w">            </span><span class="p">{</span>
+
+<span class="w">                </span><span class="c1">// Evaluate if we have images</span>
+<span class="w">                </span><span class="c1">//</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">imageMatches</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Regex</span><span class="p">.</span><span class="n">Matches</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;{([^}]*)}&quot;</span><span class="p">).</span><span class="n">Select</span><span class="p">(</span><span class="n">m</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">m</span><span class="p">.</span><span class="n">Value</span><span class="p">);</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">imageCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imageMatches</span><span class="p">.</span><span class="n">Count</span><span class="p">();</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">hasImages</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imageCount</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+<span class="w">                </span><span class="kt">byte</span><span class="p">[][]</span><span class="w"> </span><span class="n">imageBytes</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">hasImages</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">imagePathsWithCurlyBraces</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Regex</span><span class="p">.</span><span class="n">Matches</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;{([^}]*)}&quot;</span><span class="p">).</span><span class="n">Select</span><span class="p">(</span><span class="n">m</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">m</span><span class="p">.</span><span class="n">Value</span><span class="p">);</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">imagePaths</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Regex</span><span class="p">.</span><span class="n">Matches</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;{([^}]*)}&quot;</span><span class="p">).</span><span class="n">Select</span><span class="p">(</span><span class="n">m</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">m</span><span class="p">.</span><span class="n">Groups</span><span class="p">[</span><span class="m">1</span><span class="p">].</span><span class="n">Value</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="k">try</span>
+<span class="w">                    </span><span class="p">{</span>
+<span class="w">                        </span><span class="n">imageBytes</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imagePaths</span><span class="p">.</span><span class="n">Select</span><span class="p">(</span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllBytes</span><span class="p">).</span><span class="n">ToArray</span><span class="p">();</span>
+<span class="w">                    </span><span class="p">}</span>
+<span class="w">                    </span><span class="k">catch</span><span class="w"> </span><span class="p">(</span><span class="n">IOException</span><span class="w"> </span><span class="n">exception</span><span class="p">)</span>
+<span class="w">                    </span><span class="p">{</span>
+<span class="w">                        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Red</span><span class="p">;</span>
+<span class="w">                        </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span>
+<span class="w">                            </span><span class="s">$&quot;Could not load your {(imageCount == 1 ? &quot;</span><span class="n">image</span><span class="s">&quot; : &quot;</span><span class="n">images</span><span class="s">&quot;)}:&quot;</span><span class="p">);</span>
+<span class="w">                        </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">$&quot;{exception.Message}&quot;</span><span class="p">);</span>
+<span class="w">                        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Please try again.&quot;</span><span class="p">);</span>
+<span class="w">                        </span><span class="k">break</span><span class="p">;</span>
+<span class="w">                    </span><span class="p">}</span>
+
+
+<span class="w">                    </span><span class="kt">int</span><span class="w"> </span><span class="n">index</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+<span class="w">                    </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">path</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">imagePathsWithCurlyBraces</span><span class="p">)</span>
+<span class="w">                    </span><span class="p">{</span>
+<span class="w">                        </span><span class="c1">// First image replace to tag &lt;image, the rest of the images delete the tag</span>
+<span class="w">                        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">index</span><span class="o">++</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="m">0</span><span class="p">)</span>
+<span class="w">                            </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">prompt</span><span class="p">.</span><span class="n">Replace</span><span class="p">(</span><span class="n">path</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;&lt;image&gt;&quot;</span><span class="p">);</span>
+<span class="w">                        </span><span class="k">else</span>
+<span class="w">                            </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">prompt</span><span class="p">.</span><span class="n">Replace</span><span class="p">(</span><span class="n">path</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="p">}</span>
+
+
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Here are the images, that are sent to the chat model in addition to your message.&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+
+<span class="w">                    </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">consoleImage</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">imageBytes</span><span class="o">?.</span><span class="n">Select</span><span class="p">(</span><span class="n">bytes</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">CanvasImage</span><span class="p">(</span><span class="n">bytes</span><span class="p">)))</span>
+<span class="w">                    </span><span class="p">{</span>
+<span class="w">                        </span><span class="n">consoleImage</span><span class="p">.</span><span class="n">MaxWidth</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">50</span><span class="p">;</span>
+<span class="w">                        </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">consoleImage</span><span class="p">);</span>
+<span class="w">                    </span><span class="p">}</span>
+
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;The images were scaled down for the console only, the model gets full versions.&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Write /exit or press Ctrl+c to return to main menu.&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+
+
+<span class="w">                    </span><span class="c1">// Initilize Images in executor</span>
+<span class="w">                    </span><span class="c1">//</span>
+<span class="w">                    </span><span class="n">ex</span><span class="p">.</span><span class="n">ImagePaths</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imagePaths</span><span class="p">.</span><span class="n">ToList</span><span class="p">();</span>
+<span class="w">                </span><span class="p">}</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Color</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot; &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+
+<span class="w">                </span><span class="c1">// let the user finish with exit</span>
+<span class="w">                </span><span class="c1">//</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">prompt</span><span class="p">.</span><span class="n">Equals</span><span class="p">(</span><span class="s">&quot;/exit&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">StringComparison</span><span class="p">.</span><span class="n">OrdinalIgnoreCase</span><span class="p">))</span>
+<span class="w">                    </span><span class="k">break</span><span class="p">;</span>
+
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">while</span><span class="p">(</span><span class="k">true</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
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diff --git a/0.11.1/Examples/LoadAndSaveSession/index.html b/0.11.1/Examples/LoadAndSaveSession/index.html
new file mode 100644
index 00000000..cfad5076
--- /dev/null
+++ b/0.11.1/Examples/LoadAndSaveSession/index.html
@@ -0,0 +1,2933 @@
+
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+      <meta name="viewport" content="width=device-width,initial-scale=1">
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+        <link rel="prev" href="../LLavaInteractiveModeExecute/">
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+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
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+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
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+    
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+        BotSharp integration
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+        Langchain integration
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+          
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+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+        Get embeddings
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+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
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+        ChatSession - load & save
+      </a>
+      
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+    </li>
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+    <li class="md-nav__item">
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+        Stateless executor
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+        llama.abstractions.tensorsplitscollectionconverter
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+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
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+  
+  
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
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+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
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+      </a>
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+      </a>
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+        llama.types.completionchoice
+      </a>
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+        llama.types.completionchunk
+      </a>
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+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatsession---load--save">ChatSession - load &amp; save<a class="headerlink" href="#chatsession---load--save" title="Permanent link"></a></h1>
+<p>⚠️Warning: this example has been outdated for the latest version of LLamaSharp, please refer to <a href="../ChatSessionWithRestart/">this example</a> to see how to save and load state for <code>ChatSession</code>. If you are using some old versions of LLamaSharp, this example may help you.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
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+<span class="normal">77</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SaveAndLoadSession</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="k">await</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllTextAsync</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob.txt&quot;</span><span class="p">)).</span><span class="n">Trim</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">                </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">ex</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The chat session has started. In this example, the prompt is printed for better visual result. Input \&quot;save\&quot; to save and reload the session.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="c1">// show the prompt</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">                    </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span>
+<span class="w">                        </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">Message</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="n">prompt</span><span class="p">),</span>
+<span class="w">                        </span><span class="k">new</span><span class="w"> </span><span class="nf">InferenceParams</span><span class="p">()</span>
+<span class="w">                        </span><span class="p">{</span>
+<span class="w">                            </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.6f</span><span class="p">,</span>
+<span class="w">                            </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span>
+<span class="w">                        </span><span class="p">}))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">prompt</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;save&quot;</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Preparing to save the state, please input the path you want to save it: &quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">statePath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                    </span><span class="n">session</span><span class="p">.</span><span class="n">SaveSession</span><span class="p">(</span><span class="n">statePath</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Saved session!&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">                    </span><span class="n">ex</span><span class="p">.</span><span class="n">Context</span><span class="p">.</span><span class="n">Dispose</span><span class="p">();</span>
+<span class="w">                    </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">LLamaContext</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">));</span>
+<span class="w">                    </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">ex</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="n">statePath</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Loaded session!&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Now you can continue your session: &quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/LoadAndSaveState/index.html b/0.11.1/Examples/LoadAndSaveState/index.html
new file mode 100644
index 00000000..72a2e567
--- /dev/null
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    </li>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+    </li>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+    </li>
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+        </ul>
+      </nav>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Executor - save/load state
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
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+          
+        </ul>
+      </nav>
+    </li>
+  
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+          API Reference
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+        index
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+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
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+        llama.abstractions.icontextparams
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+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
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+        llama.abstractions.illamaexecutor
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+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+          
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+        llama.quantizer
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+        llama.sampling.isamplingpipelineextensions
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+        llama.sampling.mirostate2samplingpipeline
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+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+        llama.types.chatcompletion
+      </a>
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+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
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+        llama.types.chatcompletionchunk
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+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
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+        llama.types.chatcompletionchunkdelta
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+        llama.types.chatcompletionmessage
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+  
+    <li class="md-nav__item">
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+                  
+
+
+<h1 id="executor---saveload-state">Executor - save/load state<a class="headerlink" href="#executor---saveload-state" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
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+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span>
+<span class="normal">63</span>
+<span class="normal">64</span>
+<span class="normal">65</span>
+<span class="normal">66</span>
+<span class="normal">67</span>
+<span class="normal">68</span>
+<span class="normal">69</span>
+<span class="normal">70</span>
+<span class="normal">71</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// This example shows how to save/load state of the executor.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LoadAndSaveState</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">(</span><span class="k">await</span><span class="w"> </span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllTextAsync</span><span class="p">(</span><span class="s">&quot;Assets/chat-with-bob.txt&quot;</span><span class="p">)).</span><span class="n">Trim</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">                </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the prompt is printed, &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;the maximum tokens is set to 64 and the context size is 256. (an example for small scale usage)&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.6f</span><span class="p">,</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">prompt</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="s">&quot;save&quot;</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Your path to save model state: &quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">modelStatePath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                    </span><span class="n">ex</span><span class="p">.</span><span class="n">Context</span><span class="p">.</span><span class="n">SaveState</span><span class="p">(</span><span class="n">modelStatePath</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Your path to save executor state: &quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">executorStatePath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                    </span><span class="k">await</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">SaveState</span><span class="p">(</span><span class="n">executorStatePath</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;All states saved!&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">ctx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">Context</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">ctx</span><span class="p">.</span><span class="n">LoadState</span><span class="p">(</span><span class="n">modelStatePath</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">ctx</span><span class="p">);</span>
+<span class="w">                    </span><span class="k">await</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">LoadState</span><span class="p">(</span><span class="n">executorStatePath</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Loaded state!&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Now you can continue your session: &quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                    </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/QuantizeModel/index.html b/0.11.1/Examples/QuantizeModel/index.html
new file mode 100644
index 00000000..bd588a07
--- /dev/null
+++ b/0.11.1/Examples/QuantizeModel/index.html
@@ -0,0 +1,2828 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
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+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
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+      
+        <link rel="prev" href="../LoadAndSaveState/">
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+        Customize the native library loading
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+      <a href="../../Tutorials/Executors/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
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+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Quantization
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
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+    <li class="md-nav__item">
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+        llama.sampling.greedysamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
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+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
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+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
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+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
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+      </a>
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+      </a>
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+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
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+        logger
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+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="quantization">Quantization<a class="headerlink" href="#quantization" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">QuantizeModel</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">inputPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Please input your output model path: &quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">outputPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Please input the quantize type (one of q4_0, q4_1, q5_0, q5_1, q8_0): &quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">quantizeType</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">LLamaQuantizer</span><span class="p">.</span><span class="n">Quantize</span><span class="p">(</span><span class="n">inputPath</span><span class="p">,</span><span class="w"> </span><span class="n">outputPath</span><span class="p">,</span><span class="w"> </span><span class="n">quantizeType</span><span class="p">))</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Quantization succeeded!&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Quantization failed!&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
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diff --git a/0.11.1/Examples/SemanticKernelChat/index.html b/0.11.1/Examples/SemanticKernelChat/index.html
new file mode 100644
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+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+  
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+    <li class="md-nav__item">
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+        Kernel memory integration - basic
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
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+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
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+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
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+        llama.batched.cannotsamplerequirespromptexception
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+        llama.batched.conversationextensions
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
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+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
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+        llama.common.chathistory
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+        llama.common.fixedsizequeue-1
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+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
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+        llama.common.mirostattype
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+        llama.common.modelparams
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+        llama.exceptions.grammarexpectedname
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+    <li class="md-nav__item">
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+        llama.exceptions.grammarunexpectedhexcharscount
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
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+          
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+              
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+    <li class="md-nav__item">
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+        llama.exceptions.llamadecodeerror
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
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+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
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+      <a href="../../xmldocs/llama.llamacache/" class="md-nav__link">
+        llama.llamacache
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+      <a href="../../xmldocs/llama.llamaembedder/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamamodel/" class="md-nav__link">
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+        llama.llamamodelv1
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamastate/" class="md-nav__link">
+        llama.llamastate
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.decoderesult/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.ggmltype/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.llamabatch/" class="md-nav__link">
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+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.native.llamabeamview/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.native.llamaftype/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
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+  
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
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+          
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+      <a href="../../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
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+      </a>
+    </li>
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
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+            
+          
+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
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+
+            
+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+      <a href="../../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
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+            
+          
+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="semantic-kernel---chat">Semantic-kernel - chat<a class="headerlink" href="#semantic-kernel---chat" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
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+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLamaSharp.SemanticKernel.ChatCompletion</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.SemanticKernel.ChatCompletion</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SemanticKernelChat</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;This example is from: \n&quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/KernelSyntaxExamples/Example17_ChatGPT.cs&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Load weights into memory</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StatelessExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">chatGPT</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaSharpChatCompletion</span><span class="p">(</span><span class="n">ex</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">chatHistory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">chatGPT</span><span class="p">.</span><span class="n">CreateNewChat</span><span class="p">(</span><span class="s">&quot;This is a conversation between the &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;assistant and the user. \n\n You are a librarian, expert about books. &quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Chat content:&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;------------------------&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">chatHistory</span><span class="p">.</span><span class="n">AddUserMessage</span><span class="p">(</span><span class="s">&quot;Hi, I&#39;m looking for book suggestions&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">MessageOutputAsync</span><span class="p">(</span><span class="n">chatHistory</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// First bot assistant message</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">reply</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">chatGPT</span><span class="p">.</span><span class="n">GetChatMessageContentAsync</span><span class="p">(</span><span class="n">chatHistory</span><span class="p">);</span>
+<span class="w">            </span><span class="n">chatHistory</span><span class="p">.</span><span class="n">AddAssistantMessage</span><span class="p">(</span><span class="n">reply</span><span class="p">.</span><span class="n">Content</span><span class="p">);</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">MessageOutputAsync</span><span class="p">(</span><span class="n">chatHistory</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Second user message</span>
+<span class="w">            </span><span class="n">chatHistory</span><span class="p">.</span><span class="n">AddUserMessage</span><span class="p">(</span><span class="s">&quot;I love history and philosophy, I&#39;d like to learn &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;something new about Greece, any suggestion&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">MessageOutputAsync</span><span class="p">(</span><span class="n">chatHistory</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Second bot assistant message</span>
+<span class="w">            </span><span class="n">reply</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">chatGPT</span><span class="p">.</span><span class="n">GetChatMessageContentAsync</span><span class="p">(</span><span class="n">chatHistory</span><span class="p">);</span>
+<span class="w">            </span><span class="n">chatHistory</span><span class="p">.</span><span class="n">AddAssistantMessage</span><span class="p">(</span><span class="n">reply</span><span class="p">.</span><span class="n">Content</span><span class="p">);</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">MessageOutputAsync</span><span class="p">(</span><span class="n">chatHistory</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">        </span><span class="c1">/// Outputs the last message of the chat history</span>
+<span class="w">        </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">MessageOutputAsync</span><span class="p">(</span><span class="n">Microsoft</span><span class="p">.</span><span class="n">SemanticKernel</span><span class="p">.</span><span class="n">ChatCompletion</span><span class="p">.</span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">message</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">.</span><span class="n">Last</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;{message.Role}: {message.Content}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;------------------------&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="n">Task</span><span class="p">.</span><span class="n">CompletedTask</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/SemanticKernelMemory/index.html b/0.11.1/Examples/SemanticKernelMemory/index.html
new file mode 100644
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+        BotSharp integration
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+    <li class="md-nav__item">
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+        Langchain integration
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
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+            
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+    <li class="md-nav__item md-nav__item--active">
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+      <a href="./" class="md-nav__link md-nav__link--active">
+        Semantic-kernel - with kernel-memory
+      </a>
+      
+    </li>
+  
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    <li class="md-nav__item">
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+        llama.abstractions.loraadapter
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+        llama.abstractions.metadataoverride
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+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
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+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
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+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
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+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
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+        llama.native.llamatokendataarray
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+        llama.native.llamatokendataarraynative
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+        llama.native.ropescalingtype
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+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
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+        llama.native.safellamagrammarhandle
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+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
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+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
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+            
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+            
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+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
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+            
+          
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+                
+                  
+
+
+<h1 id="semantic-kernel---with-kernel-memory">Semantic-kernel - with kernel-memory<a class="headerlink" href="#semantic-kernel---with-kernel-memory" title="Permanent link"></a></h1>
+<p>Semantic Memory allows to store your data like traditional DBs, adding the ability to query it using natural language.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
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+<span class="normal">164</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.SemanticKernel.Memory</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLamaSharp.SemanticKernel.TextEmbedding</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SemanticKernelMemory</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">MemoryCollectionName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;SKGitHub&quot;</span><span class="p">;</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;This example is from: \n&quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/KernelSyntaxExamples/Example14_SemanticMemory.cs&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="n">u</span><span class="p">;</span>
+<span class="w">            </span><span class="c1">// Load weights into memory</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">seed</span><span class="p">,</span>
+<span class="w">                </span><span class="n">EmbeddingMode</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">true</span>
+<span class="w">            </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">embedding</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaEmbedder</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;====================================================&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;======== Semantic Memory (volatile, in RAM) ========&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;====================================================&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="cm">/* You can build your own semantic memory combining an Embedding Generator</span>
+<span class="cm">             * with a Memory storage that supports search by similarity (ie semantic search).</span>
+<span class="cm">             *</span>
+<span class="cm">             * In this example we use a volatile memory, a local simulation of a vector DB.</span>
+<span class="cm">             *</span>
+<span class="cm">             * You can replace VolatileMemoryStore with Qdrant (see QdrantMemoryStore connector)</span>
+<span class="cm">             * or implement your connectors for Pinecone, Vespa, Postgres + pgvector, SQLite VSS, etc.</span>
+<span class="cm">             */</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">memory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">MemoryBuilder</span><span class="p">()</span>
+<span class="w">                </span><span class="p">.</span><span class="n">WithTextEmbeddingGeneration</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">LLamaSharpEmbeddingGeneration</span><span class="p">(</span><span class="n">embedding</span><span class="p">))</span>
+<span class="w">                </span><span class="p">.</span><span class="n">WithMemoryStore</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">VolatileMemoryStore</span><span class="p">())</span>
+<span class="w">                </span><span class="p">.</span><span class="n">Build</span><span class="p">();</span>
+
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">RunExampleAsync</span><span class="p">(</span><span class="n">memory</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">RunExampleAsync</span><span class="p">(</span><span class="n">ISemanticTextMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">StoreMemoryAsync</span><span class="p">(</span><span class="n">memory</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">SearchMemoryAsync</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;How do I get started?&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="cm">/*</span>
+<span class="cm">            Output:</span>
+
+<span class="cm">            Query: How do I get started?</span>
+
+<span class="cm">            Result 1:</span>
+<span class="cm">              URL:     : https://github.com/microsoft/semantic-kernel/blob/main/README.md</span>
+<span class="cm">              Title    : README: Installation, getting started, and how to contribute</span>
+
+<span class="cm">            Result 2:</span>
+<span class="cm">              URL:     : https://github.com/microsoft/semantic-kernel/blob/main/samples/dotnet-jupyter-notebooks/00-getting-started.ipynb</span>
+<span class="cm">              Title    : Jupyter notebook describing how to get started with the Semantic Kernel</span>
+
+<span class="cm">            */</span>
+
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">SearchMemoryAsync</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Can I build a chat with SK?&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="cm">/*</span>
+<span class="cm">            Output:</span>
+
+<span class="cm">            Query: Can I build a chat with SK?</span>
+
+<span class="cm">            Result 1:</span>
+<span class="cm">              URL:     : https://github.com/microsoft/semantic-kernel/tree/main/samples/skills/ChatSkill/ChatGPT</span>
+<span class="cm">              Title    : Sample demonstrating how to create a chat skill interfacing with ChatGPT</span>
+
+<span class="cm">            Result 2:</span>
+<span class="cm">              URL:     : https://github.com/microsoft/semantic-kernel/blob/main/samples/apps/chat-summary-webapp-react/README.md</span>
+<span class="cm">              Title    : README: README associated with a sample chat summary react-based webapp</span>
+
+<span class="cm">            */</span>
+
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">SearchMemoryAsync</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Jupyter notebook&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">SearchMemoryAsync</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;README: README associated with a sample chat summary react-based webapp&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">SearchMemoryAsync</span><span class="p">(</span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Jupyter notebook describing how to pass prompts from a file to a semantic skill or function&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">SearchMemoryAsync</span><span class="p">(</span><span class="n">ISemanticTextMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">query</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;\nQuery: &quot;</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">query</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="s">&quot;\n&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">memories</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">memory</span><span class="p">.</span><span class="n">SearchAsync</span><span class="p">(</span><span class="n">MemoryCollectionName</span><span class="p">,</span><span class="w"> </span><span class="n">query</span><span class="p">,</span><span class="w"> </span><span class="n">limit</span><span class="p">:</span><span class="w"> </span><span class="m">10</span><span class="p">,</span><span class="w"> </span><span class="n">minRelevanceScore</span><span class="p">:</span><span class="w"> </span><span class="m">0.5</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="n">MemoryQueryResult</span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">memories</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Result {++i}:&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;  URL:     : &quot;</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">result</span><span class="p">.</span><span class="n">Metadata</span><span class="p">.</span><span class="n">Id</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;  Title    : &quot;</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">result</span><span class="p">.</span><span class="n">Metadata</span><span class="p">.</span><span class="n">Description</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;  Relevance: &quot;</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">result</span><span class="p">.</span><span class="n">Relevance</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;----------------------&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">StoreMemoryAsync</span><span class="p">(</span><span class="n">ISemanticTextMemory</span><span class="w"> </span><span class="n">memory</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="cm">/* Store some data in the semantic memory.</span>
+<span class="cm">             *</span>
+<span class="cm">             * When using Azure Cognitive Search the data is automatically indexed on write.</span>
+<span class="cm">             *</span>
+<span class="cm">             * When using the combination of VolatileStore and Embedding generation, SK takes</span>
+<span class="cm">             * care of creating and storing the index</span>
+<span class="cm">             */</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;\nAdding some GitHub file URLs and their descriptions to the semantic memory.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">githubFiles</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">SampleData</span><span class="p">();</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+<span class="w">            </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">entry</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">githubFiles</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">result</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">memory</span><span class="p">.</span><span class="n">SaveReferenceAsync</span><span class="p">(</span>
+<span class="w">                    </span><span class="n">collection</span><span class="p">:</span><span class="w"> </span><span class="n">MemoryCollectionName</span><span class="p">,</span>
+<span class="w">                    </span><span class="n">externalSourceName</span><span class="p">:</span><span class="w"> </span><span class="s">&quot;GitHub&quot;</span><span class="p">,</span>
+<span class="w">                    </span><span class="n">externalId</span><span class="p">:</span><span class="w"> </span><span class="n">entry</span><span class="p">.</span><span class="n">Key</span><span class="p">,</span>
+<span class="w">                    </span><span class="n">description</span><span class="p">:</span><span class="w"> </span><span class="n">entry</span><span class="p">.</span><span class="n">Value</span><span class="p">,</span>
+<span class="w">                    </span><span class="n">text</span><span class="p">:</span><span class="w"> </span><span class="n">entry</span><span class="p">.</span><span class="n">Value</span><span class="p">);</span>
+
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;#{++i} saved.&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">result</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;\n----------------------&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="kt">string</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">SampleData</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="kt">string</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="o">&gt;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="na">[&quot;https://github.com/microsoft/semantic-kernel/blob/main/README.md&quot;]</span>
+<span class="w">                    </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;README: Installation, getting started, and how to contribute&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="na">[&quot;https://github.com/microsoft/semantic-kernel/blob/main/dotnet/notebooks/02-running-prompts-from-file.ipynb&quot;]</span>
+<span class="w">                    </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;Jupyter notebook describing how to pass prompts from a file to a semantic skill or function&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="na">[&quot;https://github.com/microsoft/semantic-kernel/blob/main/dotnet/notebooks//00-getting-started.ipynb&quot;]</span>
+<span class="w">                    </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;Jupyter notebook describing how to get started with the Semantic Kernel&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="na">[&quot;https://github.com/microsoft/semantic-kernel/tree/main/samples/skills/ChatSkill/ChatGPT&quot;]</span>
+<span class="w">                    </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;Sample demonstrating how to create a chat skill interfacing with ChatGPT&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="na">[&quot;https://github.com/microsoft/semantic-kernel/blob/main/dotnet/src/SemanticKernel/Memory/VolatileMemoryStore.cs&quot;]</span>
+<span class="w">                    </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;C# class that defines a volatile embedding store&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="na">[&quot;https://github.com/microsoft/semantic-kernel/blob/main/samples/dotnet/KernelHttpServer/README.md&quot;]</span>
+<span class="w">                    </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;README: How to set up a Semantic Kernel Service API using Azure Function Runtime v4&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="na">[&quot;https://github.com/microsoft/semantic-kernel/blob/main/samples/apps/chat-summary-webapp-react/README.md&quot;]</span>
+<span class="w">                    </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;README: README associated with a sample chat summary react-based webapp&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+    <li class="md-nav__item">
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+        Chinese LLM - with GB2312 encoding
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+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    <li class="md-nav__item">
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+              
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+    <li class="md-nav__item">
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+        ChatSession - Basic
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+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    <li class="md-nav__item">
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+        Instruct executor - basic
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+              
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+  
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+    <li class="md-nav__item">
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+        Interactive executor - basic
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
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+    </li>
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+              
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+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    <li class="md-nav__item">
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+        ChatSession - load & save
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+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    <li class="md-nav__item">
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+        Quantization
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+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
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+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
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+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
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+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="semantic-kernel---basic">Semantic-kernel - basic<a class="headerlink" href="#semantic-kernel---basic" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLamaSharp.SemanticKernel.ChatCompletion</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.SemanticKernel</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLamaSharp.SemanticKernel.TextCompletion</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.SemanticKernel.TextGeneration</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Microsoft.Extensions.DependencyInjection</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// The basic example for using the semantic-kernel integration</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SemanticKernelPrompt</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;This example is from: &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;https://github.com/microsoft/semantic-kernel/blob/main/dotnet/README.md&quot;</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Load weights into memory</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StatelessExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">builder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Kernel</span><span class="p">.</span><span class="n">CreateBuilder</span><span class="p">();</span>
+<span class="w">            </span><span class="n">builder</span><span class="p">.</span><span class="n">Services</span><span class="p">.</span><span class="n">AddKeyedSingleton</span><span class="o">&lt;</span><span class="n">ITextGenerationService</span><span class="o">&gt;</span><span class="p">(</span><span class="s">&quot;local-llama&quot;</span><span class="p">,</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaSharpTextCompletion</span><span class="p">(</span><span class="n">ex</span><span class="p">));</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">kernel</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">builder</span><span class="p">.</span><span class="n">Build</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">@&quot;{{$input}}</span>
+
+<span class="s">One line TLDR with the fewest words.&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">ChatRequestSettings</span><span class="w"> </span><span class="n">settings</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">100</span><span class="w"> </span><span class="p">};</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">summarize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">kernel</span><span class="p">.</span><span class="n">CreateFunctionFromPrompt</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">settings</span><span class="p">);</span>
+
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">text1</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">@&quot;</span>
+<span class="s">1st Law of Thermodynamics - Energy cannot be created or destroyed.</span>
+<span class="s">2nd Law of Thermodynamics - For a spontaneous process, the entropy of the universe increases.</span>
+<span class="s">3rd Law of Thermodynamics - A perfect crystal at zero Kelvin has zero entropy.&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">text2</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">@&quot;</span>
+<span class="s">1. An object at rest remains at rest, and an object in motion remains in motion at constant speed and in a straight line unless acted on by an unbalanced force.</span>
+<span class="s">2. The acceleration of an object depends on the mass of the object and the amount of force applied.</span>
+<span class="s">3. Whenever one object exerts a force on another object, the second object exerts an equal and opposite on the first.&quot;</span><span class="p">;</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">((</span><span class="k">await</span><span class="w"> </span><span class="n">kernel</span><span class="p">.</span><span class="n">InvokeAsync</span><span class="p">(</span><span class="n">summarize</span><span class="p">,</span><span class="w"> </span><span class="k">new</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="p">[</span><span class="s">&quot;input&quot;</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">text1</span><span class="w"> </span><span class="p">})).</span><span class="n">GetValue</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="p">());</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">((</span><span class="k">await</span><span class="w"> </span><span class="n">kernel</span><span class="p">.</span><span class="n">InvokeAsync</span><span class="p">(</span><span class="n">summarize</span><span class="p">,</span><span class="w"> </span><span class="k">new</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="p">[</span><span class="s">&quot;input&quot;</span><span class="p">]</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">text2</span><span class="w"> </span><span class="p">})).</span><span class="n">GetValue</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="p">());</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
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diff --git a/0.11.1/Examples/StatelessModeExecute/index.html b/0.11.1/Examples/StatelessModeExecute/index.html
new file mode 100644
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
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+            
+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
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+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
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+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
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+
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
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+        llama.exceptions.grammarformatexception
+      </a>
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+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
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+
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+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
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+  
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+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
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+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
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+          
+            
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
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+      <a href="../../xmldocs/llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
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+        llama.quantizer
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+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+    </li>
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
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+        llama.sampling.mirostate2samplingpipeline
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+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
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+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
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+            
+          
+            
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+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
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+            
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+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
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+            
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+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
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+  
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+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
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+            
+          
+            
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
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+            
+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
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+            
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+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
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+            
+          
+            
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+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
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+            
+          
+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
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+            
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+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
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+            
+          
+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
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+                  </div>
+                </div>
+              </div>
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+  
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+  
+</nav>
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+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="stateless-executor">Stateless executor<a class="headerlink" href="#stateless-executor" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Examples.Extensions</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// Basic usage of the stateless executor.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">StatelessModeExecute</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="w">                </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span>
+<span class="w">            </span><span class="p">};</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StatelessExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the inference is an one-time job. That says, the previous input and response has &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;no impact on the current response. Now you can ask it questions. Note that in this example, no prompt was set for LLM and the maximum response tokens is 50. &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;It may not perform well because of lack of prompt. This is also an example that could indicate the importance of prompt in LLM. To improve it, you can add &quot;</span><span class="w"> </span><span class="o">+</span>
+<span class="w">                </span><span class="s">&quot;a prompt for it yourself!&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.6f</span><span class="p">,</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;Question:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;#&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Question: &quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;.\n&quot;</span><span class="w"> </span><span class="p">},</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">50</span><span class="w"> </span><span class="p">};</span>
+
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;\nQuestion: &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;Answer: &quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">$&quot;Question: {prompt?.Trim()} Answer: &quot;</span><span class="p">;</span>
+<span class="w">                </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">).</span><span class="n">Spinner</span><span class="p">())</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Examples/TalkToYourself/index.html b/0.11.1/Examples/TalkToYourself/index.html
new file mode 100644
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+        kernel-memory integration
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+        BotSharp integration
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+        Langchain integration
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+          
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+      <a href="../BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+          
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+    <li class="md-nav__item">
+      <a href="../GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../QuantizeModel/" class="md-nav__link">
+        Quantization
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+  
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+    </li>
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+    <li class="md-nav__item">
+      <a href="../StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+        llama.abstractions.tensorsplitscollectionconverter
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+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
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+    <li class="md-nav__item">
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+        llama.batched.alreadypromptedconversationexception
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
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+            
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
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+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
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+          
+            
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+          
+            
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+  
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+        llama.sampling.defaultsamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
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+        llama.types.chatcompletionmessage
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+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
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+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
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+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
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+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
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+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
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+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
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+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="talk-to-yourself">Talk to yourself<a class="headerlink" href="#talk-to-yourself" title="Permanent link"></a></h1>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span>
+<span class="normal">63</span>
+<span class="normal">64</span>
+<span class="normal">65</span>
+<span class="normal">66</span>
+<span class="normal">67</span>
+<span class="normal">68</span>
+<span class="normal">69</span>
+<span class="normal">70</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">System.Text</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Abstractions</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">// Let two bots chat with each other.</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">TalkToYourself</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">            </span><span class="c1">// Load weights into memory</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">@params</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">weights</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">@params</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Create 2 contexts sharing the same weights</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">aliceCtx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">weights</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">@params</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">alice</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">aliceCtx</span><span class="p">);</span>
+<span class="w">            </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">bobCtx</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">weights</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">@params</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">bob</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">bobCtx</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Initial alice prompt</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">alicePrompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;Transcript of a dialog, where the Alice interacts a person named Bob. Alice is friendly, kind, honest and good at writing.\nAlice: Hello&quot;</span><span class="p">;</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">aliceResponse</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">Prompt</span><span class="p">(</span><span class="n">alice</span><span class="p">,</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">,</span><span class="w"> </span><span class="n">alicePrompt</span><span class="p">,</span><span class="w"> </span><span class="k">false</span><span class="p">,</span><span class="w"> </span><span class="k">false</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// Initial bob prompt</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">bobPrompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">$&quot;Transcript of a dialog, where the Bob interacts a person named Alice. Bob is smart, intellectual and good at writing.\nAlice: Hello{aliceResponse}&quot;</span><span class="p">;</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">bobResponse</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">Prompt</span><span class="p">(</span><span class="n">bob</span><span class="p">,</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Red</span><span class="p">,</span><span class="w"> </span><span class="n">bobPrompt</span><span class="p">,</span><span class="w"> </span><span class="k">true</span><span class="p">,</span><span class="w"> </span><span class="k">true</span><span class="p">);</span>
+
+<span class="w">            </span><span class="c1">// swap back and forth from Alice to Bob</span>
+<span class="w">            </span><span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">aliceResponse</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">Prompt</span><span class="p">(</span><span class="n">alice</span><span class="p">,</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">,</span><span class="w"> </span><span class="n">bobResponse</span><span class="p">,</span><span class="w"> </span><span class="k">false</span><span class="p">,</span><span class="w"> </span><span class="k">true</span><span class="p">);</span>
+<span class="w">                </span><span class="n">bobResponse</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">await</span><span class="w"> </span><span class="n">Prompt</span><span class="p">(</span><span class="n">bob</span><span class="p">,</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Red</span><span class="p">,</span><span class="w"> </span><span class="n">aliceResponse</span><span class="p">,</span><span class="w"> </span><span class="k">false</span><span class="p">,</span><span class="w"> </span><span class="k">true</span><span class="p">);</span>
+
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">Console</span><span class="p">.</span><span class="n">KeyAvailable</span><span class="p">)</span>
+<span class="w">                    </span><span class="k">break</span><span class="p">;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Prompt</span><span class="p">(</span><span class="n">ILLamaExecutor</span><span class="w"> </span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="w"> </span><span class="n">color</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">showPrompt</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">showResponse</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.9f</span><span class="p">,</span>
+<span class="w">                </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;Alice:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Bob:&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">},</span>
+<span class="w">                </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">128</span><span class="p">,</span>
+<span class="w">                </span><span class="n">Mirostat</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">MirostatType</span><span class="p">.</span><span class="n">Mirostat2</span><span class="p">,</span>
+<span class="w">                </span><span class="n">MirostatTau</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">10</span><span class="p">,</span>
+<span class="w">            </span><span class="p">};</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">showPrompt</span><span class="p">)</span>
+<span class="w">                </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">prompt</span><span class="p">);</span>
+
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">color</span><span class="p">;</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">builder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StringBuilder</span><span class="p">();</span>
+<span class="w">            </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">builder</span><span class="p">.</span><span class="n">Append</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">showResponse</span><span class="p">)</span>
+<span class="w">                    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="n">builder</span><span class="p">.</span><span class="n">ToString</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
+
+
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diff --git a/0.11.1/FAQ/index.html b/0.11.1/FAQ/index.html
new file mode 100644
index 00000000..c572df8d
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+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#why-gpu-is-not-used-when-i-have-installed-cuda" class="md-nav__link">
+    Why GPU is not used when I have installed CUDA
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#why-the-inference-is-slow" class="md-nav__link">
+    Why the inference is slow
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#why-the-program-crashes-before-any-output-is-generated" class="md-nav__link">
+    Why the program crashes before any output is generated
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#why-my-model-is-generating-output-infinitely" class="md-nav__link">
+    Why my model is generating output infinitely
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#how-to-run-llm-with-non-english-languages" class="md-nav__link">
+    How to run LLM with non-English languages
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#pay-attention-to-the-length-of-prompt" class="md-nav__link">
+    Pay attention to the length of prompt
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#choose-models-weight-depending-on-you-task" class="md-nav__link">
+    Choose models weight depending on you task
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
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+
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+      
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+      <a href="../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
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+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
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+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
+      
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+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+          Integrations
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+        </label>
+      
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+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
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+      
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+          Examples
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+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
+      
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+  
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+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+      <a href="../xmldocs/" class="md-nav__link">
+        index
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
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+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
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+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
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+  
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
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+  
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+            
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+            
+              
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+      <a href="../xmldocs/llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
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+            
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+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
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+            
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+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
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+    </li>
+  
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+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
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+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
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+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
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+  <a href="#why-gpu-is-not-used-when-i-have-installed-cuda" class="md-nav__link">
+    Why GPU is not used when I have installed CUDA
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#why-the-inference-is-slow" class="md-nav__link">
+    Why the inference is slow
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+</li>
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+    Why the program crashes before any output is generated
+  </a>
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+      
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+  <a href="#why-my-model-is-generating-output-infinitely" class="md-nav__link">
+    Why my model is generating output infinitely
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#how-to-run-llm-with-non-english-languages" class="md-nav__link">
+    How to run LLM with non-English languages
+  </a>
+  
+</li>
+      
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+  <a href="#pay-attention-to-the-length-of-prompt" class="md-nav__link">
+    Pay attention to the length of prompt
+  </a>
+  
+</li>
+      
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+  <a href="#choose-models-weight-depending-on-you-task" class="md-nav__link">
+    Choose models weight depending on you task
+  </a>
+  
+</li>
+      
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+                  
+
+
+<h1 id="frequently-asked-qustions">Frequently asked qustions<a class="headerlink" href="#frequently-asked-qustions" title="Permanent link"></a></h1>
+<p>Sometimes, your application with LLM and LLamaSharp may have unexpected behaviours. Here are some frequently asked questions, which may help you to deal with your problem.</p>
+<h2 id="why-gpu-is-not-used-when-i-have-installed-cuda">Why GPU is not used when I have installed CUDA<a class="headerlink" href="#why-gpu-is-not-used-when-i-have-installed-cuda" title="Permanent link"></a></h2>
+<ol>
+<li>If you are using backend packages, please make sure you have installed the cuda backend package which matches the cuda version of your device. Please note that before LLamaSharp v0.10.0, only one backend package should be installed.</li>
+<li>Add <code>NativeLibraryConfig.Instance.WithLogs(LLamaLogLevel.Info)</code> to the very beginning of your code. The log will show which native library file is loaded. If the CPU library is loaded, please try to compile the native library yourself and open an issue for that. If the CUDA libraty is loaded, please check if <code>GpuLayerCount &gt; 0</code> when loading the model weight.</li>
+</ol>
+<h2 id="why-the-inference-is-slow">Why the inference is slow<a class="headerlink" href="#why-the-inference-is-slow" title="Permanent link"></a></h2>
+<p>Firstly, due to the large size of LLM models, it requires more time to generate outputs than other models, especially when you are using models larger than 30B.</p>
+<p>To see if that's a LLamaSharp performance issue, please follow the two tips below.</p>
+<ol>
+<li>If you are using CUDA, Metal or OpenCL, please set <code>GpuLayerCount</code> as large as possible.</li>
+<li>If it's still slower than you expect it to be, please try to run the same model with same setting in <a href="https://github.com/ggerganov/llama.cpp/tree/master/examples">llama.cpp examples</a>. If llama.cpp outperforms LLamaSharp significantly, it's likely a LLamaSharp BUG and please report us for that.</li>
+</ol>
+<h2 id="why-the-program-crashes-before-any-output-is-generated">Why the program crashes before any output is generated<a class="headerlink" href="#why-the-program-crashes-before-any-output-is-generated" title="Permanent link"></a></h2>
+<p>Generally, there are two possible cases for this problem:</p>
+<ol>
+<li>The native library (backend) you are using is not compatible with the LLamaSharp version. If you compiled the native library yourself, please make sure you have checkouted llama.cpp to the corresponding commit of LLamaSharp, which could be found at the bottom of README.</li>
+<li>The model file you are using is not compatible with the backend. If you are using a GGUF file downloaded from huggingface, please check its publishing time.</li>
+</ol>
+<h2 id="why-my-model-is-generating-output-infinitely">Why my model is generating output infinitely<a class="headerlink" href="#why-my-model-is-generating-output-infinitely" title="Permanent link"></a></h2>
+<p>Please set anti-prompt or max-length when executing the inference.</p>
+<p>Anti-prompt can also be called as "Stop-keyword", which decides when to stop the response generation. Under interactive mode, the maximum tokens count is always not set, which makes the LLM generates responses infinitively. Therefore, setting anti-prompt correctly helps a lot to avoid the strange behaviours. For example, the prompt file <code>chat-with-bob.txt</code> has the following content:</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span>
+<span class="normal">6</span>
+<span class="normal">7</span></pre></div></td><td class="code"><div><pre><span></span><code>Transcript of a dialog, where the User interacts with an Assistant named Bob. Bob is helpful, kind, honest, good at writing, and never fails to answer the User&#39;s requests immediately and with precision.
+
+User: Hello, Bob.
+Bob: Hello. How may I help you today?
+User: Please tell me the largest city in Europe.
+Bob: Sure. The largest city in Europe is Moscow, the capital of Russia.
+User:
+</code></pre></div></td></tr></table></div>
+<p>Therefore, the anti-prompt should be set as "User:". If the last line of the prompt is removed, LLM will automatically generate a question (user) and a response (bob) for one time when running the chat session. Therefore, the antiprompt is suggested to be appended to the prompt when starting a chat session.</p>
+<p>What if an extra line is appended? The string "User:" in the prompt will be followed with a char "\n". Thus when running the model, the automatic generation of a pair of question and response may appear because the anti-prompt is "User:" but the last token is "User:\n". As for whether it will appear, it's an undefined behaviour, which depends on the implementation inside the <code>LLamaExecutor</code>. Anyway, since it may leads to unexpected behaviors, it's recommended to trim your prompt or carefully keep consistent with your anti-prompt.</p>
+<h2 id="how-to-run-llm-with-non-english-languages">How to run LLM with non-English languages<a class="headerlink" href="#how-to-run-llm-with-non-english-languages" title="Permanent link"></a></h2>
+<p>English is the most popular language in the world, and in the region of LLM. If you want to accept inputs and generate outputs of other languages, please follow the two tips below.</p>
+<ol>
+<li>Ensure the model you selected is well-trained with data of your language. For example, <a href="https://github.com/meta-llama/llama">LLaMA</a> (original) used few Chinese text during the pretrain, while <a href="https://github.com/ymcui/Chinese-LLaMA-Alpaca">Chinese-LLaMA-Alpaca</a> finetuned LLaMA with a large amount of Chinese text data. Therefore, the quality of the output of Chinese-LLaMA-Alpaca is much better than that of LLaMA.</li>
+</ol>
+<h2 id="pay-attention-to-the-length-of-prompt">Pay attention to the length of prompt<a class="headerlink" href="#pay-attention-to-the-length-of-prompt" title="Permanent link"></a></h2>
+<p>Sometimes we want to input a long prompt to execute a task. However, the context size may limit the inference of LLama model. Please ensure the inequality below holds.</p>
+<div class="arithmatex">\[ len(prompt) + len(response) &lt; len(context) \]</div>
+<p>In this inequality, <code>len(response)</code> refers to the expected tokens for LLM to generate.</p>
+<h2 id="choose-models-weight-depending-on-you-task">Choose models weight depending on you task<a class="headerlink" href="#choose-models-weight-depending-on-you-task" title="Permanent link"></a></h2>
+<p>The differences between modes may lead to much different behaviours under the same task. For example, if you're building a chat bot with non-English, a fine-tuned model specially for the language you want to use will have huge effect on the performance.</p>
+
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
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+            
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
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+      </nav>
+    </li>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
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+        llama.abstractions.itexttransform
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+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
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+    <li class="md-nav__item">
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+        llama.abstractions.metadataoverrideconverter
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
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+  
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+          
+            
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        llama.native.llamatokendataarraynative
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+        llama.native.safellamacontexthandle
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+        llama.native.safellamahandlebase
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
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+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
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+            
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+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
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+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
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+          Tutorials
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+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
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+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
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+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+        llama.native.ropescalingtype
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+        llama.native.safellamacontexthandle
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+        llama.native.safellamagrammarhandle
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+        llama.native.safellamahandlebase
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
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+        llama.quantizer
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+        llama.sampling.basesamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+        llama.sampling.isamplingpipelineextensions
+      </a>
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+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
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+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          semantic-kernel integration
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        semantic-kernel integration
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#itextcompletion" class="md-nav__link">
+    ITextCompletion
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ichatcompletion" class="md-nav__link">
+    IChatCompletion
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#itextembeddinggeneration" class="md-nav__link">
+    ITextEmbeddingGeneration
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
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+        llama.native.llamatokendataarraynative
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+        llama.native.nativeapi
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+        llama.native.nativelibraryconfig
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+            
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+        llama.native.ropescalingtype
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+            
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+        llama.native.safellamacontexthandle
+      </a>
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+            
+          
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+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
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+        llama.native.safellamahandlebase
+      </a>
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+        llama.native.safellamamodelhandle
+      </a>
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+        llama.native.safellavaimageembedhandle
+      </a>
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+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
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+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
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+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
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+            
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+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
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+          
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+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
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+  
+    <li class="md-nav__item">
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+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
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+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#itextcompletion" class="md-nav__link">
+    ITextCompletion
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#ichatcompletion" class="md-nav__link">
+    IChatCompletion
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#itextembeddinggeneration" class="md-nav__link">
+    ITextEmbeddingGeneration
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamasharpsemantickernel">LLamaSharp.SemanticKernel<a class="headerlink" href="#llamasharpsemantickernel" title="Permanent link"></a></h1>
+<p>LLamaSharp.SemanticKernel are connections for <a href="https://github.com/microsoft/semantic-kernel">SemanticKernel</a>: an SDK for integrating various LLM interfaces into a single implementation. With this, you can add local LLaMa queries as another connection point with your existing connections.</p>
+<p>For reference on how to implement it, view the following examples: </p>
+<ul>
+<li><a href="../LLama.Examples/Examples/SemanticKernelChat.cs">SemanticKernelChat</a></li>
+<li><a href="../LLama.Examples/Examples/SemanticKernelPrompt.cs">SemanticKernelPrompt</a></li>
+<li><a href="../LLama.Examples/Examples/SemanticKernelMemory.cs">SemanticKernelMemory</a></li>
+</ul>
+<h2 id="itextcompletion">ITextCompletion<a class="headerlink" href="#itextcompletion" title="Permanent link"></a></h2>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="c1">// LLamaSharpTextCompletion can accept ILLamaExecutor. </span>
+<span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StatelessExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">builder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">KernelBuilder</span><span class="p">();</span>
+<span class="n">builder</span><span class="p">.</span><span class="n">WithAIService</span><span class="o">&lt;</span><span class="n">ITextCompletion</span><span class="o">&gt;</span><span class="p">(</span><span class="s">&quot;local-llama&quot;</span><span class="p">,</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaSharpTextCompletion</span><span class="p">(</span><span class="n">ex</span><span class="p">),</span><span class="w"> </span><span class="k">true</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="ichatcompletion">IChatCompletion<a class="headerlink" href="#ichatcompletion" title="Permanent link"></a></h2>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="c1">// LLamaSharpChatCompletion requires InteractiveExecutor, as it&#39;s the best fit for the given command.</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">chatGPT</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaSharpChatCompletion</span><span class="p">(</span><span class="n">ex</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="itextembeddinggeneration">ITextEmbeddingGeneration<a class="headerlink" href="#itextembeddinggeneration" title="Permanent link"></a></h2>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span>
+<span class="normal">6</span>
+<span class="normal">7</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">embedding</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaEmbedder</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">kernelWithCustomDb</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Kernel</span><span class="p">.</span><span class="n">Builder</span>
+<span class="w">    </span><span class="p">.</span><span class="n">WithLoggerFactory</span><span class="p">(</span><span class="n">ConsoleLogger</span><span class="p">.</span><span class="n">LoggerFactory</span><span class="p">)</span>
+<span class="w">    </span><span class="p">.</span><span class="n">WithAIService</span><span class="o">&lt;</span><span class="n">ITextEmbeddingGeneration</span><span class="o">&gt;</span><span class="p">(</span><span class="s">&quot;local-llama-embed&quot;</span><span class="p">,</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaSharpEmbeddingGeneration</span><span class="p">(</span><span class="n">embedding</span><span class="p">),</span><span class="w"> </span><span class="k">true</span><span class="p">)</span>
+<span class="w">    </span><span class="p">.</span><span class="n">WithMemoryStorage</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">VolatileMemoryStore</span><span class="p">())</span>
+<span class="w">    </span><span class="p">.</span><span class="n">Build</span><span class="p">();</span>
+</code></pre></div></td></tr></table></div>
+
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+          
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+  
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+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
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+    <li class="md-nav__item">
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+  
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+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
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+  
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
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+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
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+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#define-customized-logger" class="md-nav__link">
+    Define customized logger
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="the-logger-in-llamasharp">The Logger in LLamaSharp<a class="headerlink" href="#the-logger-in-llamasharp" title="Permanent link"></a></h1>
+<p>LLamaSharp supports customized logger because it could be used in many kinds of applications, like Winform/WPF, WebAPI and Blazor, so that the preference of logger varies.</p>
+<h2 id="define-customized-logger">Define customized logger<a class="headerlink" href="#define-customized-logger" title="Permanent link"></a></h2>
+<p>What you need to do is to implement the <code>ILogger</code> interface. </p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ILLamaLogger</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LogLevel</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">Info</span><span class="p">,</span>
+<span class="w">        </span><span class="n">Debug</span><span class="p">,</span>
+<span class="w">        </span><span class="n">Warning</span><span class="p">,</span>
+<span class="w">        </span><span class="n">Error</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">    </span><span class="k">void</span><span class="w"> </span><span class="nf">Log</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">source</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">,</span><span class="w"> </span><span class="n">LogLevel</span><span class="w"> </span><span class="n">level</span><span class="p">);</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<p>The <code>source</code> specifies where the log message is from, which could be a function, a class, etc..</p>
+<p>The <code>message</code> is the log message itself.</p>
+<p>The <code>level</code> is the level of the information in the log. As shown above, there're four levels, which are <code>info</code>, <code>debug</code>, <code>warning</code> and <code>error</code> respectively.</p>
+<p>The following is a simple example of the logger implementation:</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
+<span class="normal">  3</span>
+<span class="normal">  4</span>
+<span class="normal">  5</span>
+<span class="normal">  6</span>
+<span class="normal">  7</span>
+<span class="normal">  8</span>
+<span class="normal">  9</span>
+<span class="normal"> 10</span>
+<span class="normal"> 11</span>
+<span class="normal"> 12</span>
+<span class="normal"> 13</span>
+<span class="normal"> 14</span>
+<span class="normal"> 15</span>
+<span class="normal"> 16</span>
+<span class="normal"> 17</span>
+<span class="normal"> 18</span>
+<span class="normal"> 19</span>
+<span class="normal"> 20</span>
+<span class="normal"> 21</span>
+<span class="normal"> 22</span>
+<span class="normal"> 23</span>
+<span class="normal"> 24</span>
+<span class="normal"> 25</span>
+<span class="normal"> 26</span>
+<span class="normal"> 27</span>
+<span class="normal"> 28</span>
+<span class="normal"> 29</span>
+<span class="normal"> 30</span>
+<span class="normal"> 31</span>
+<span class="normal"> 32</span>
+<span class="normal"> 33</span>
+<span class="normal"> 34</span>
+<span class="normal"> 35</span>
+<span class="normal"> 36</span>
+<span class="normal"> 37</span>
+<span class="normal"> 38</span>
+<span class="normal"> 39</span>
+<span class="normal"> 40</span>
+<span class="normal"> 41</span>
+<span class="normal"> 42</span>
+<span class="normal"> 43</span>
+<span class="normal"> 44</span>
+<span class="normal"> 45</span>
+<span class="normal"> 46</span>
+<span class="normal"> 47</span>
+<span class="normal"> 48</span>
+<span class="normal"> 49</span>
+<span class="normal"> 50</span>
+<span class="normal"> 51</span>
+<span class="normal"> 52</span>
+<span class="normal"> 53</span>
+<span class="normal"> 54</span>
+<span class="normal"> 55</span>
+<span class="normal"> 56</span>
+<span class="normal"> 57</span>
+<span class="normal"> 58</span>
+<span class="normal"> 59</span>
+<span class="normal"> 60</span>
+<span class="normal"> 61</span>
+<span class="normal"> 62</span>
+<span class="normal"> 63</span>
+<span class="normal"> 64</span>
+<span class="normal"> 65</span>
+<span class="normal"> 66</span>
+<span class="normal"> 67</span>
+<span class="normal"> 68</span>
+<span class="normal"> 69</span>
+<span class="normal"> 70</span>
+<span class="normal"> 71</span>
+<span class="normal"> 72</span>
+<span class="normal"> 73</span>
+<span class="normal"> 74</span>
+<span class="normal"> 75</span>
+<span class="normal"> 76</span>
+<span class="normal"> 77</span>
+<span class="normal"> 78</span>
+<span class="normal"> 79</span>
+<span class="normal"> 80</span>
+<span class="normal"> 81</span>
+<span class="normal"> 82</span>
+<span class="normal"> 83</span>
+<span class="normal"> 84</span>
+<span class="normal"> 85</span>
+<span class="normal"> 86</span>
+<span class="normal"> 87</span>
+<span class="normal"> 88</span>
+<span class="normal"> 89</span>
+<span class="normal"> 90</span>
+<span class="normal"> 91</span>
+<span class="normal"> 92</span>
+<span class="normal"> 93</span>
+<span class="normal"> 94</span>
+<span class="normal"> 95</span>
+<span class="normal"> 96</span>
+<span class="normal"> 97</span>
+<span class="normal"> 98</span>
+<span class="normal"> 99</span>
+<span class="normal">100</span>
+<span class="normal">101</span>
+<span class="normal">102</span>
+<span class="normal">103</span>
+<span class="normal">104</span>
+<span class="normal">105</span>
+<span class="normal">106</span>
+<span class="normal">107</span>
+<span class="normal">108</span>
+<span class="normal">109</span>
+<span class="normal">110</span>
+<span class="normal">111</span>
+<span class="normal">112</span>
+<span class="normal">113</span>
+<span class="normal">114</span>
+<span class="normal">115</span>
+<span class="normal">116</span>
+<span class="normal">117</span>
+<span class="normal">118</span>
+<span class="normal">119</span>
+<span class="normal">120</span>
+<span class="normal">121</span>
+<span class="normal">122</span>
+<span class="normal">123</span>
+<span class="normal">124</span>
+<span class="normal">125</span>
+<span class="normal">126</span>
+<span class="normal">127</span>
+<span class="normal">128</span>
+<span class="normal">129</span>
+<span class="normal">130</span>
+<span class="normal">131</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaDefaultLogger</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ILLamaLogger</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="n">Lazy</span><span class="o">&lt;</span><span class="n">LLamaDefaultLogger</span><span class="o">&gt;</span><span class="w"> </span><span class="n">_instance</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Lazy</span><span class="o">&lt;</span><span class="n">LLamaDefaultLogger</span><span class="o">&gt;</span><span class="p">(()</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaDefaultLogger</span><span class="p">());</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">_toConsole</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">true</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">_toFile</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">false</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="n">FileStream</span><span class="o">?</span><span class="w"> </span><span class="n">_fileStream</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="n">StreamWriter</span><span class="w"> </span><span class="n">_fileWriter</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaDefaultLogger</span><span class="w"> </span><span class="n">Default</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">_instance</span><span class="p">.</span><span class="n">Value</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="nf">LLamaDefaultLogger</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">LLamaDefaultLogger</span><span class="w"> </span><span class="nf">EnableConsole</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">_toConsole</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">true</span><span class="p">;</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="k">this</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">LLamaDefaultLogger</span><span class="w"> </span><span class="nf">DisableConsole</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">_toConsole</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">false</span><span class="p">;</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="k">this</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">LLamaDefaultLogger</span><span class="w"> </span><span class="nf">EnableFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">filename</span><span class="p">,</span><span class="w"> </span><span class="n">FileMode</span><span class="w"> </span><span class="n">mode</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">FileMode</span><span class="p">.</span><span class="n">Append</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">_fileStream</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">FileStream</span><span class="p">(</span><span class="n">filename</span><span class="p">,</span><span class="w"> </span><span class="n">mode</span><span class="p">,</span><span class="w"> </span><span class="n">FileAccess</span><span class="p">.</span><span class="n">Write</span><span class="p">);</span>
+<span class="w">        </span><span class="n">_fileWriter</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StreamWriter</span><span class="p">(</span><span class="n">_fileStream</span><span class="p">);</span>
+<span class="w">        </span><span class="n">_toFile</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">true</span><span class="p">;</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="k">this</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">LLamaDefaultLogger</span><span class="w"> </span><span class="nf">DisableFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">filename</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_fileWriter</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">_fileWriter</span><span class="p">.</span><span class="n">Close</span><span class="p">();</span>
+<span class="w">            </span><span class="n">_fileWriter</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_fileStream</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">_fileStream</span><span class="p">.</span><span class="n">Close</span><span class="p">();</span>
+<span class="w">            </span><span class="n">_fileStream</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="n">_toFile</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">false</span><span class="p">;</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="k">this</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Log</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">source</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">,</span><span class="w"> </span><span class="n">LogLevel</span><span class="w"> </span><span class="n">level</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">level</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">LogLevel</span><span class="p">.</span><span class="n">Info</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Info</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">level</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">LogLevel</span><span class="p">.</span><span class="n">Debug</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">level</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">LogLevel</span><span class="p">.</span><span class="n">Warning</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Warn</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">level</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">LogLevel</span><span class="p">.</span><span class="n">Error</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Error</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Info</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">message</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">MessageFormat</span><span class="p">(</span><span class="s">&quot;info&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_toConsole</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ResetColor</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_toFile</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Debug</span><span class="p">.</span><span class="n">Assert</span><span class="p">(</span><span class="n">_fileStream</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Debug</span><span class="p">.</span><span class="n">Assert</span><span class="p">(</span><span class="n">_fileWriter</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">);</span>
+<span class="w">            </span><span class="n">_fileWriter</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Warn</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">message</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">MessageFormat</span><span class="p">(</span><span class="s">&quot;warn&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_toConsole</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ResetColor</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_toFile</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Debug</span><span class="p">.</span><span class="n">Assert</span><span class="p">(</span><span class="n">_fileStream</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Debug</span><span class="p">.</span><span class="n">Assert</span><span class="p">(</span><span class="n">_fileWriter</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">);</span>
+<span class="w">            </span><span class="n">_fileWriter</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Error</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">message</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">MessageFormat</span><span class="p">(</span><span class="s">&quot;error&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_toConsole</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Red</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ResetColor</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_toFile</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Debug</span><span class="p">.</span><span class="n">Assert</span><span class="p">(</span><span class="n">_fileStream</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Debug</span><span class="p">.</span><span class="n">Assert</span><span class="p">(</span><span class="n">_fileWriter</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">not</span><span class="w"> </span><span class="k">null</span><span class="p">);</span>
+<span class="w">            </span><span class="n">_fileWriter</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="n">message</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">MessageFormat</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">level</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">DateTime</span><span class="w"> </span><span class="n">now</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">DateTime</span><span class="p">.</span><span class="n">Now</span><span class="p">;</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">formattedDate</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">now</span><span class="p">.</span><span class="n">ToString</span><span class="p">(</span><span class="s">&quot;yyyy.MM.dd HH:mm:ss&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="s">$&quot;[{formattedDate}][{level}]: {message}&quot;</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/QuickStart/index.html b/0.11.1/QuickStart/index.html
new file mode 100644
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--- /dev/null
+++ b/0.11.1/QuickStart/index.html
@@ -0,0 +1,3191 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
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+        <link rel="prev" href="..">
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+        <link rel="next" href="../Architecture/">
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+      <link rel="icon" href="../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
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+      
+        <title>Quick Start - LLamaSharp Documentation</title>
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+      <link rel="stylesheet" href="../assets/stylesheets/main.eebd395e.min.css">
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+          <span class="md-nav__icon md-icon"></span>
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+        Quick Start
+      </a>
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+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
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+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#installation" class="md-nav__link">
+    Installation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#model-preparation" class="md-nav__link">
+    Model preparation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#example-of-llama-chat-session" class="md-nav__link">
+    Example of LLaMA chat session
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#examples-of-chatting-with-llava" class="md-nav__link">
+    Examples of chatting with LLaVA
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
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+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+  
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+    <li class="md-nav__item">
+      <a href="../Examples/StatelessModeExecute/" class="md-nav__link">
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+    </li>
+  
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+    <li class="md-nav__item">
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+      </a>
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+        llama.batched.batchedexecutor
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
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+        llama.chatsession-1
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
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+        llama.common.authorrole
+      </a>
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+        llama.common.chathistory
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
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+  
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+      <a href="../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
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+      <a href="../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
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+      </a>
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+        llama.exceptions.grammarunexpectedcharrngelement
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+        llama.exceptions.grammarunexpectedendelement
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+      </a>
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+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
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+    <li class="md-nav__item">
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+        llama.exceptions.grammarunknownescapecharacter
+      </a>
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+        llama.exceptions.llamadecodeerror
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+              
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
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+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
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+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
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+      <a href="../xmldocs/llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
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+      <a href="../xmldocs/llama.llamacache/" class="md-nav__link">
+        llama.llamacache
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+  
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+      <a href="../xmldocs/llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
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+              
+  
+  
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+      <a href="../xmldocs/llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
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+        llama.llamamodelv1
+      </a>
+    </li>
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+              
+  
+  
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+      <a href="../xmldocs/llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
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+    </li>
+  
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+          
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+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
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+  
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+      <a href="../xmldocs/llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
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+      <a href="../xmldocs/llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
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+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#installation" class="md-nav__link">
+    Installation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#model-preparation" class="md-nav__link">
+    Model preparation
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#example-of-llama-chat-session" class="md-nav__link">
+    Example of LLaMA chat session
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#examples-of-chatting-with-llava" class="md-nav__link">
+    Examples of chatting with LLaVA
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="quick-start">Quick start<a class="headerlink" href="#quick-start" title="Permanent link"></a></h1>
+<h2 id="installation">Installation<a class="headerlink" href="#installation" title="Permanent link"></a></h2>
+<p>To gain high performance, LLamaSharp interacts with a native library compiled from c++, which is called <code>backend</code>. We provide backend packages for Windows, Linux and MAC with CPU, Cuda, Metal and OpenCL. You <strong>don't</strong> need to handle anything about c++ but just install the backend packages.</p>
+<p>If no published backend match your device, please open an issue to let us know. If compiling c++ code is not difficult for you, you could also follow <a href="../ContributingGuide/">this guide</a> to compile a backend and run LLamaSharp with it.</p>
+<ol>
+<li>Install <a href="https://www.nuget.org/packages/LLamaSharp">LLamaSharp</a> package on NuGet:</li>
+</ol>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code>PM&gt; Install-Package LLamaSharp
+</code></pre></div></td></tr></table></div>
+<ol>
+<li>
+<p>Install one or more of these backends, or use self-compiled backend.</p>
+</li>
+<li>
+<p><a href="https://www.nuget.org/packages/LLamaSharp.Backend.Cpu"><code>LLamaSharp.Backend.Cpu</code></a>: Pure CPU for Windows &amp; Linux &amp; MAC. Metal (GPU) support for MAC.</p>
+</li>
+<li><a href="https://www.nuget.org/packages/LLamaSharp.Backend.Cuda11"><code>LLamaSharp.Backend.Cuda11</code></a>: CUDA11 for Windows &amp; Linux.</li>
+<li><a href="https://www.nuget.org/packages/LLamaSharp.Backend.Cuda12"><code>LLamaSharp.Backend.Cuda12</code></a>: CUDA 12 for Windows &amp; Linux.</li>
+<li>
+<p><a href="https://www.nuget.org/packages/LLamaSharp.Backend.OpenCL"><code>LLamaSharp.Backend.OpenCL</code></a>: OpenCL for Windows &amp; Linux.</p>
+</li>
+<li>
+<p>(optional) For <a href="https://github.com/microsoft/semantic-kernel">Microsoft semantic-kernel</a> integration, install the <a href="https://www.nuget.org/packages/LLamaSharp.semantic-kernel">LLamaSharp.semantic-kernel</a> package.</p>
+</li>
+<li>(optional) To enable RAG support, install the <a href="https://www.nuget.org/packages/LLamaSharp.kernel-memory">LLamaSharp.kernel-memory</a> package (this package only supports <code>net6.0</code> or higher yet), which is based on <a href="https://github.com/microsoft/kernel-memory">Microsoft kernel-memory</a> integration.</li>
+</ol>
+<h2 id="model-preparation">Model preparation<a class="headerlink" href="#model-preparation" title="Permanent link"></a></h2>
+<p>There are two popular format of model file of LLM now, which are PyTorch format (.pth) and Huggingface format (.bin). LLamaSharp uses <code>GGUF</code> format file, which could be converted from these two formats. To get <code>GGUF</code> file, there are two options:</p>
+<ol>
+<li>
+<p>Search model name + 'gguf' in <a href="https://huggingface.co">Huggingface</a>, you will find lots of model files that have already been converted to GGUF format. Please take care of the publishing time of them because some old ones could only work with old version of LLamaSharp.</p>
+</li>
+<li>
+<p>Convert PyTorch or Huggingface format to GGUF format yourself. Please follow the instructions of <a href="https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#prepare-and-quantize">this part of llama.cpp readme</a> to convert them with the python scripts.</p>
+</li>
+</ol>
+<p>Generally, we recommend downloading models with quantization rather than fp16, because it significantly reduce the required memory size while only slightly impact on its generation quality.</p>
+<h2 id="example-of-llama-chat-session">Example of LLaMA chat session<a class="headerlink" href="#example-of-llama-chat-session" title="Permanent link"></a></h2>
+<p>Here is a simple example to chat with bot based on LLM in LLamaSharp. Please replace the model path with yours.</p>
+<p><img alt="llama_demo" src="../media/console_demo.gif" /></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
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+<span class="normal">47</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama</span><span class="p">;</span>
+
+<span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">@&quot;&lt;Your Model Path&gt;&quot;</span><span class="p">;</span><span class="w"> </span><span class="c1">// change it to your own model path.</span>
+
+<span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">,</span><span class="w"> </span><span class="c1">// The longest length of chat as memory.</span>
+<span class="w">    </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5</span><span class="w"> </span><span class="c1">// How many layers to offload to GPU. Please adjust it according to your GPU memory.</span>
+<span class="p">};</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">);</span>
+
+<span class="c1">// Add chat histories as prompt to tell AI how to act.</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">chatHistory</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">();</span>
+<span class="n">chatHistory</span><span class="p">.</span><span class="n">AddMessage</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">System</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Transcript of a dialog, where the User interacts with an Assistant named Bob. Bob is helpful, kind, honest, good at writing, and never fails to answer the User&#39;s requests immediately and with precision.&quot;</span><span class="p">);</span>
+<span class="n">chatHistory</span><span class="p">.</span><span class="n">AddMessage</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Hello, Bob.&quot;</span><span class="p">);</span>
+<span class="n">chatHistory</span><span class="p">.</span><span class="n">AddMessage</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">Assistant</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;Hello. How may I help you today?&quot;</span><span class="p">);</span>
+
+<span class="n">ChatSession</span><span class="w"> </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">chatHistory</span><span class="p">);</span>
+
+<span class="n">InferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">256</span><span class="p">,</span><span class="w"> </span><span class="c1">// No more than 256 tokens should appear in answer. Remove it if antiprompt is enough for control.</span>
+<span class="w">    </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="c1">// Stop generation once antiprompts appear.</span>
+<span class="p">};</span>
+
+<span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot;The chat session has started.\nUser: &quot;</span><span class="p">);</span>
+<span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="kt">string</span><span class="w"> </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+
+<span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="n">userInput</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="s">&quot;exit&quot;</span><span class="p">)</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="w"> </span><span class="c1">// Generate the response streamingly.</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">text</span>
+<span class="w">        </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span>
+<span class="w">            </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">.</span><span class="n">Message</span><span class="p">(</span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">,</span><span class="w"> </span><span class="n">userInput</span><span class="p">),</span>
+<span class="w">            </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">    </span><span class="n">userInput</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">()</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">;</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="examples-of-chatting-with-llava">Examples of chatting with LLaVA<a class="headerlink" href="#examples-of-chatting-with-llava" title="Permanent link"></a></h2>
+<p>This example shows chatting with LLaVA to ask it to describe the picture.
+<img alt="llava_demo" src="../media/llava_demo.gif" /></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
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+<span class="normal">95</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">System.Text.RegularExpressions</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+
+<span class="kt">string</span><span class="w"> </span><span class="n">multiModalProj</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">@&quot;&lt;Your multi-modal proj file path&gt;&quot;</span><span class="p">;</span>
+<span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">@&quot;&lt;Your LLaVA model file path&gt;&quot;</span><span class="p">;</span>
+<span class="kt">string</span><span class="w"> </span><span class="n">modelImage</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">@&quot;&lt;Your image path&gt;&quot;</span><span class="p">;</span>
+<span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">maxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1024</span><span class="p">;</span><span class="w"> </span><span class="c1">// The max tokens that could be generated.</span>
+
+<span class="kt">var</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">$&quot;{{{modelImage}}}\nUSER:\nProvide a full description of the image.\nASSISTANT:\n&quot;</span><span class="p">;</span>
+
+<span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="n">ContextSize</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">4096</span><span class="p">,</span>
+<span class="w">    </span><span class="n">Seed</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1337</span><span class="p">,</span>
+<span class="p">};</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">context</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">CreateContext</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="c1">// Llava Init</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">clipModel</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLavaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">multiModalProj</span><span class="p">);</span>
+
+<span class="kt">var</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="n">clipModel</span><span class="p">);</span>
+
+<span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;The executor has been enabled. In this example, the prompt is printed, the maximum tokens is set to {0} and the context size is {1}.&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">maxTokens</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">.</span><span class="n">ContextSize</span><span class="p">);</span>
+<span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;To send an image, enter its filename in curly braces, like this {c:/image.jpg}.&quot;</span><span class="p">);</span>
+
+<span class="kt">var</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.1f</span><span class="p">,</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;\nUSER:&quot;</span><span class="w"> </span><span class="p">},</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">maxTokens</span><span class="w"> </span><span class="p">};</span>
+
+<span class="k">do</span>
+<span class="p">{</span>
+
+<span class="w">    </span><span class="c1">// Evaluate if we have images</span>
+<span class="w">    </span><span class="c1">//</span>
+<span class="w">    </span><span class="kt">var</span><span class="w"> </span><span class="n">imageMatches</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Regex</span><span class="p">.</span><span class="n">Matches</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;{([^}]*)}&quot;</span><span class="p">).</span><span class="n">Select</span><span class="p">(</span><span class="n">m</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">m</span><span class="p">.</span><span class="n">Value</span><span class="p">);</span>
+<span class="w">    </span><span class="kt">var</span><span class="w"> </span><span class="n">imageCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imageMatches</span><span class="p">.</span><span class="n">Count</span><span class="p">();</span>
+<span class="w">    </span><span class="kt">var</span><span class="w"> </span><span class="n">hasImages</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imageCount</span><span class="w"> </span><span class="o">&gt;</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+<span class="w">    </span><span class="kt">byte</span><span class="p">[][]</span><span class="w"> </span><span class="n">imageBytes</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">hasImages</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">imagePathsWithCurlyBraces</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Regex</span><span class="p">.</span><span class="n">Matches</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;{([^}]*)}&quot;</span><span class="p">).</span><span class="n">Select</span><span class="p">(</span><span class="n">m</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">m</span><span class="p">.</span><span class="n">Value</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">imagePaths</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Regex</span><span class="p">.</span><span class="n">Matches</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;{([^}]*)}&quot;</span><span class="p">).</span><span class="n">Select</span><span class="p">(</span><span class="n">m</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">m</span><span class="p">.</span><span class="n">Groups</span><span class="p">[</span><span class="m">1</span><span class="p">].</span><span class="n">Value</span><span class="p">);</span>
+
+<span class="w">        </span><span class="k">try</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">imageBytes</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imagePaths</span><span class="p">.</span><span class="n">Select</span><span class="p">(</span><span class="n">File</span><span class="p">.</span><span class="n">ReadAllBytes</span><span class="p">).</span><span class="n">ToArray</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">catch</span><span class="w"> </span><span class="p">(</span><span class="n">IOException</span><span class="w"> </span><span class="n">exception</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Red</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span>
+<span class="w">                </span><span class="s">$&quot;Could not load your {(imageCount == 1 ? &quot;</span><span class="n">image</span><span class="s">&quot; : &quot;</span><span class="n">images</span><span class="s">&quot;)}:&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">$&quot;{exception.Message}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Yellow</span><span class="p">;</span>
+<span class="w">            </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">&quot;Please try again.&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="k">break</span><span class="p">;</span>
+<span class="w">        </span><span class="p">}</span>
+
+
+<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">index</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+<span class="w">        </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">path</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">imagePathsWithCurlyBraces</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="c1">// First image replace to tag &lt;image, the rest of the images delete the tag</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">index</span><span class="o">++</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="m">0</span><span class="p">)</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">prompt</span><span class="p">.</span><span class="n">Replace</span><span class="p">(</span><span class="n">path</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;&lt;image&gt;&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="k">else</span>
+<span class="w">                </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">prompt</span><span class="p">.</span><span class="n">Replace</span><span class="p">(</span><span class="n">path</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+
+
+<span class="w">        </span><span class="c1">// Initilize Images in executor</span>
+<span class="w">        </span><span class="c1">//</span>
+<span class="w">        </span><span class="n">ex</span><span class="p">.</span><span class="n">ImagePaths</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">imagePaths</span><span class="p">.</span><span class="n">ToList</span><span class="p">();</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">White</span><span class="p">;</span>
+<span class="w">    </span><span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">ex</span><span class="p">.</span><span class="n">InferAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">))</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="s">&quot; &quot;</span><span class="p">);</span>
+<span class="w">    </span><span class="n">Console</span><span class="p">.</span><span class="n">ForegroundColor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">ConsoleColor</span><span class="p">.</span><span class="n">Green</span><span class="p">;</span>
+<span class="w">    </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Console</span><span class="p">.</span><span class="n">ReadLine</span><span class="p">();</span>
+<span class="w">    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">();</span>
+
+<span class="w">    </span><span class="c1">// let the user finish with exit</span>
+<span class="w">    </span><span class="c1">//</span>
+<span class="w">    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">prompt</span><span class="p">.</span><span class="n">Equals</span><span class="p">(</span><span class="s">&quot;/exit&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">StringComparison</span><span class="p">.</span><span class="n">OrdinalIgnoreCase</span><span class="p">))</span>
+<span class="w">        </span><span class="k">break</span><span class="p">;</span>
+
+<span class="p">}</span>
+<span class="k">while</span><span class="w"> </span><span class="p">(</span><span class="k">true</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<p><em>For more examples, please refer to <a href="./LLama.Examples">LLamaSharp.Examples</a>.</em></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+      
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+  </div>
+</footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "..", "features": ["content.action.edit", "navigation.instant"], "search": "../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/Tutorials/ChatSession/index.html b/0.11.1/Tutorials/ChatSession/index.html
new file mode 100644
index 00000000..10a61c05
--- /dev/null
+++ b/0.11.1/Tutorials/ChatSession/index.html
@@ -0,0 +1,3402 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../Executors/">
+      
+      
+        <link rel="next" href="../UnderstandLLamaContext/">
+      
+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
+        <title>Use ChatSession - LLamaSharp Documentation</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
+      
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+
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+      
+        
+        
+        <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Fira+Sans:300,300i,400,400i,700,700i%7CFira+Mono:400,400i,700,700i&display=fallback">
+        <style>:root{--md-text-font:"Fira Sans";--md-code-font:"Fira Mono"}</style>
+      
+    
+    
+      <link rel="stylesheet" href="../../css/extra.css?v=14">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
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+        <a href="#llamasharp-chat-session" class="md-skip">
+          Skip to content
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+    <div data-md-component="announce">
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+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
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+
+<header class="md-header md-header--shadow" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="LLamaSharp Documentation" class="md-header__button md-logo" aria-label="LLamaSharp Documentation" data-md-component="logo">
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+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 9h5.5L13 3.5V9M6 2h8l6 6v12a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V4c0-1.11.89-2 2-2m9 16v-2H6v2h9m3-4v-2H6v2h12Z"/></svg>
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
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+            LLamaSharp Documentation
+          </span>
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+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Use ChatSession
+            
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+        </div>
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+    </div>
+    
+      
+        <form class="md-header__option" data-md-component="palette">
+          
+            
+            
+            
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+            
+              <label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_2" hidden>
+                <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 7a5 5 0 0 1 5 5 5 5 0 0 1-5 5 5 5 0 0 1-5-5 5 5 0 0 1 5-5m0 2a3 3 0 0 0-3 3 3 3 0 0 0 3 3 3 3 0 0 0 3-3 3 3 0 0 0-3-3m0-7 2.39 3.42C13.65 5.15 12.84 5 12 5c-.84 0-1.65.15-2.39.42L12 2M3.34 7l4.16-.35A7.2 7.2 0 0 0 5.94 8.5c-.44.74-.69 1.5-.83 2.29L3.34 7m.02 10 1.76-3.77a7.131 7.131 0 0 0 2.38 4.14L3.36 17M20.65 7l-1.77 3.79a7.023 7.023 0 0 0-2.38-4.15l4.15.36m-.01 10-4.14.36c.59-.51 1.12-1.14 1.54-1.86.42-.73.69-1.5.83-2.29L20.64 17M12 22l-2.41-3.44c.74.27 1.55.44 2.41.44.82 0 1.63-.17 2.37-.44L12 22Z"/></svg>
+              </label>
+            
+          
+            
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+            
+            <input class="md-option" data-md-color-media="(prefers-color-scheme: dark)" data-md-color-scheme="slate" data-md-color-primary="blue" data-md-color-accent="blue"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_2">
+            
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+                <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m17.75 4.09-2.53 1.94.91 3.06-2.63-1.81-2.63 1.81.91-3.06-2.53-1.94L12.44 4l1.06-3 1.06 3 3.19.09m3.5 6.91-1.64 1.25.59 1.98-1.7-1.17-1.7 1.17.59-1.98L15.75 11l2.06-.05L18.5 9l.69 1.95 2.06.05m-2.28 4.95c.83-.08 1.72 1.1 1.19 1.85-.32.45-.66.87-1.08 1.27C15.17 23 8.84 23 4.94 19.07c-3.91-3.9-3.91-10.24 0-14.14.4-.4.82-.76 1.27-1.08.75-.53 1.93.36 1.85 1.19-.27 2.86.69 5.83 2.89 8.02a9.96 9.96 0 0 0 8.02 2.89m-1.64 2.02a12.08 12.08 0 0 1-7.8-3.47c-2.17-2.19-3.33-5-3.49-7.82-2.81 3.14-2.7 7.96.31 10.98 3.02 3.01 7.84 3.12 10.98.31Z"/></svg>
+              </label>
+            
+          
+        </form>
+      
+    
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
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+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41Z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
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+    </li>
+  
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+  
+    <li class="md-nav__item">
+      <a href="../Executors/" class="md-nav__link">
+        Use executors
+      </a>
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+    <li class="md-nav__item md-nav__item--active">
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+          <span class="md-nav__icon md-icon"></span>
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+      <a href="./" class="md-nav__link md-nav__link--active">
+        Use ChatSession
+      </a>
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+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#basic-usages-of-chatsession" class="md-nav__link">
+    Basic usages of ChatSession
+  </a>
+  
+    <nav class="md-nav" aria-label="Basic usages of ChatSession">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#initialize-a-session" class="md-nav__link">
+    Initialize a session
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chat-with-the-bot" class="md-nav__link">
+    Chat with the bot
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+  <a href="#get-the-history" class="md-nav__link">
+    Get the history
+  </a>
+  
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+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#saveload-chat-session" class="md-nav__link">
+    Save/Load Chat Session
+  </a>
+  
+    <nav class="md-nav" aria-label="Save/Load Chat Session">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#output-transform" class="md-nav__link">
+    Output transform
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history-transform" class="md-nav__link">
+    History transform
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+      
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+    <li class="md-nav__item md-nav__item--nested">
+      
+      
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+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
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+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
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+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+            
+              
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+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
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+      </a>
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#basic-usages-of-chatsession" class="md-nav__link">
+    Basic usages of ChatSession
+  </a>
+  
+    <nav class="md-nav" aria-label="Basic usages of ChatSession">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#initialize-a-session" class="md-nav__link">
+    Initialize a session
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chat-with-the-bot" class="md-nav__link">
+    Chat with the bot
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#get-the-history" class="md-nav__link">
+    Get the history
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#saveload-chat-session" class="md-nav__link">
+    Save/Load Chat Session
+  </a>
+  
+    <nav class="md-nav" aria-label="Save/Load Chat Session">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#output-transform" class="md-nav__link">
+    Output transform
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history-transform" class="md-nav__link">
+    History transform
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamasharp-chat-session">LLamaSharp chat session<a class="headerlink" href="#llamasharp-chat-session" title="Permanent link"></a></h1>
+<h2 id="basic-usages-of-chatsession">Basic usages of ChatSession<a class="headerlink" href="#basic-usages-of-chatsession" title="Permanent link"></a></h2>
+<p><code>ChatSession</code> is a higher-level abstraction than the executors. In the context of a chat application like ChatGPT, a "chat session" refers to an interactive conversation or exchange of messages between the user and the chatbot. It represents a continuous flow of communication where the user enters input or asks questions, and the chatbot responds accordingly. A chat session typically starts when the user initiates a conversation with the chatbot and continues until the interaction comes to a natural end or is explicitly terminated by either the user or the system. During a chat session, the chatbot maintains the context of the conversation, remembers previous messages, and generates appropriate responses based on the user's inputs and the ongoing dialogue.</p>
+<h3 id="initialize-a-session">Initialize a session<a class="headerlink" href="#initialize-a-session" title="Permanent link"></a></h3>
+<p>Currently, the only parameter that is accepted is an <code>ILLamaExecutor</code>, because this is the only parameter that we're sure to exist in all the future versions. Since it's the high-level abstraction, we're conservative to the API designs. In the future, there may be more kinds of constructors added.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">InteractiveExecutor</span><span class="w"> </span><span class="n">ex</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">LLamaModel</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">)));</span>
+<span class="n">ChatSession</span><span class="w"> </span><span class="n">session</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatSession</span><span class="p">(</span><span class="n">ex</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="chat-with-the-bot">Chat with the bot<a class="headerlink" href="#chat-with-the-bot" title="Permanent link"></a></h3>
+<p>There'll be two kinds of input accepted by the <code>Chat</code> API, which are <code>ChatHistory</code> and <code>String</code>. The API with string is quite similar to that of the executors. Meanwhile, the API with <code>ChatHistory</code> is aimed to provide more flexible usages. For example, you have had a chat with the bot in session A before you open the session B. Now session B has no memory for what you said before. Therefore, you can feed the history of A to B.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span>
+<span class="normal">6</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;What is C#?&quot;</span><span class="p">;</span>
+
+<span class="k">await</span><span class="w"> </span><span class="nf">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">ChatAsync</span><span class="p">(</span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InferenceParams</span><span class="p">()</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.6f</span><span class="p">,</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="s">&quot;User:&quot;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="p">}))</span><span class="w"> </span><span class="c1">// the inference params should be changed depending on your statement</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="n">Console</span><span class="p">.</span><span class="n">Write</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="get-the-history">Get the history<a class="headerlink" href="#get-the-history" title="Permanent link"></a></h3>
+<p>Currently <code>History</code> is a property of <code>ChatSession</code>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">foreach</span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">rec</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">History</span><span class="p">.</span><span class="n">Messages</span><span class="p">)</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;{rec.AuthorRole}: {rec.Content}&quot;</span><span class="p">);</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="saveload-chat-session">Save/Load Chat Session<a class="headerlink" href="#saveload-chat-session" title="Permanent link"></a></h2>
+<p>Generally, the chat session could be switched, which requires the ability of loading and saving session.</p>
+<p>The API is also quite simple, the files will be saved into a directory you specified. If the path does not exist, a new directory will be created.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="n">savePath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;&lt;save dir&gt;&quot;</span><span class="p">;</span>
+<span class="n">session</span><span class="p">.</span><span class="n">SaveSession</span><span class="p">(</span><span class="n">savePath</span><span class="p">);</span>
+
+<span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="n">savePath</span><span class="p">,</span><span class="w"> </span><span class="n">loadTransforms</span><span class="p">:</span><span class="k">true</span><span class="p">);</span>
+<span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="n">savePath</span><span class="p">,</span><span class="w"> </span><span class="n">loadTransforms</span><span class="p">:</span><span class="k">false</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<p>You could also keep the state in memory and load them with the following APIs.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">var</span><span class="w"> </span><span class="n">sessionState</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">session</span><span class="p">.</span><span class="n">GetSessionState</span><span class="p">();</span>
+<span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="n">sessionState</span><span class="p">,</span><span class="w"> </span><span class="n">loadTransforms</span><span class="p">:</span><span class="k">true</span><span class="p">);</span>
+<span class="n">session</span><span class="p">.</span><span class="n">LoadSession</span><span class="p">(</span><span class="n">sessionState</span><span class="p">,</span><span class="w"> </span><span class="n">loadTransforms</span><span class="p">:</span><span class="k">false</span><span class="p">);</span>
+
+<span class="err">##</span><span class="w"> </span><span class="n">Transforms</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">Chat</span><span class="w"> </span><span class="n">Session</span>
+
+<span class="n">There</span><span class="err">&#39;</span><span class="n">s</span><span class="w"> </span><span class="n">three</span><span class="w"> </span><span class="n">important</span><span class="w"> </span><span class="n">elements</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="err">`</span><span class="n">ChatSession</span><span class="err">`</span><span class="p">,</span><span class="w"> </span><span class="n">which</span><span class="w"> </span><span class="n">are</span><span class="w"> </span><span class="n">input</span><span class="p">,</span><span class="w"> </span><span class="n">output</span><span class="w"> </span><span class="n">and</span><span class="w"> </span><span class="n">history</span><span class="p">.</span><span class="w"> </span><span class="n">Besides</span><span class="p">,</span><span class="w"> </span><span class="n">there</span><span class="err">&#39;</span><span class="n">re</span><span class="w"> </span><span class="n">some</span><span class="w"> </span><span class="n">conversions</span><span class="w"> </span><span class="n">between</span><span class="w"> </span><span class="n">them</span><span class="p">.</span><span class="w"> </span><span class="n">Since</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">process</span><span class="w"> </span><span class="n">of</span><span class="w"> </span><span class="n">them</span><span class="w"> </span><span class="n">under</span><span class="w"> </span><span class="n">different</span><span class="w"> </span><span class="n">conditions</span><span class="w"> </span><span class="n">varies</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="w"> </span><span class="n">hands</span><span class="w"> </span><span class="n">over</span><span class="w"> </span><span class="k">this</span><span class="w"> </span><span class="n">part</span><span class="w"> </span><span class="n">of</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">power</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">users</span><span class="p">.</span>
+
+<span class="n">Currently</span><span class="p">,</span><span class="w"> </span><span class="n">there</span><span class="err">&#39;</span><span class="n">re</span><span class="w"> </span><span class="n">three</span><span class="w"> </span><span class="n">kinds</span><span class="w"> </span><span class="n">of</span><span class="w"> </span><span class="n">process</span><span class="w"> </span><span class="n">that</span><span class="w"> </span><span class="n">could</span><span class="w"> </span><span class="n">be</span><span class="w"> </span><span class="n">customized</span><span class="p">,</span><span class="w"> </span><span class="k">as</span><span class="w"> </span><span class="n">introduced</span><span class="w"> </span><span class="n">below</span><span class="p">.</span>
+
+<span class="err">###</span><span class="w"> </span><span class="n">Input</span><span class="w"> </span><span class="n">transform</span>
+
+<span class="n">In</span><span class="w"> </span><span class="n">general</span><span class="p">,</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">input</span><span class="w"> </span><span class="n">of</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">chat</span><span class="w"> </span><span class="n">API</span><span class="w"> </span><span class="k">is</span><span class="w"> </span><span class="n">a</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="p">(</span><span class="n">without</span><span class="w"> </span><span class="n">stream</span><span class="p">),</span><span class="w"> </span><span class="n">therefore</span><span class="w"> </span><span class="err">`</span><span class="n">ChatSession</span><span class="err">`</span><span class="w"> </span><span class="n">processes</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">a</span><span class="w"> </span><span class="n">pipeline</span><span class="p">.</span><span class="w"> </span><span class="n">If</span><span class="w"> </span><span class="n">you</span><span class="w"> </span><span class="n">want</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">use</span><span class="w"> </span><span class="n">your</span><span class="w"> </span><span class="n">customized</span><span class="w"> </span><span class="n">transform</span><span class="p">,</span><span class="w"> </span><span class="n">you</span><span class="w"> </span><span class="n">need</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">define</span><span class="w"> </span><span class="n">a</span><span class="w"> </span><span class="n">transform</span><span class="w"> </span><span class="n">that</span><span class="w"> </span><span class="n">implements</span><span class="w"> </span><span class="err">`</span><span class="n">ITextTransform</span><span class="err">`</span><span class="w"> </span><span class="n">and</span><span class="w"> </span><span class="k">add</span><span class="w"> </span><span class="n">it</span><span class="w"> </span><span class="n">to</span><span class="w"> </span><span class="n">the</span><span class="w"> </span><span class="n">pipeline</span><span class="w"> </span><span class="n">of</span><span class="w"> </span><span class="err">`</span><span class="n">ChatSession</span><span class="err">`</span><span class="p">.</span>
+
+<span class="err">```</span><span class="n">cs</span>
+<span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ITextTransform</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="kt">string</span><span class="w"> </span><span class="nf">Transform</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">);</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">MyInputTransform1</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ITextTransform</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">Transform</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="s">$&quot;Question: {text}\n&quot;</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">MyInputTransform2</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ITextTransform</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">Transform</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="s">&quot;Answer: &quot;</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+
+<span class="n">session</span><span class="p">.</span><span class="n">AddInputTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">MyInputTransform1</span><span class="p">()).</span><span class="n">AddInputTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">MyInputTransform2</span><span class="p">());</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="output-transform">Output transform<a class="headerlink" href="#output-transform" title="Permanent link"></a></h3>
+<p>Different from the input, the output of chat API is a text stream. Therefore you need to process it word by word, instead of getting the full text at once.</p>
+<p>The interface of it has an <code>IEnumerable&lt;string&gt;</code> as input, which is actually a yield sequence.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ITextStreamTransform</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Transform</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">);</span>
+<span class="w">    </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TransformAsync</span><span class="p">(</span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">);</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<p>When implementing it, you could throw a not-implemented exception in one of them if you only need to use the chat API in synchronously or asynchronously.</p>
+<p>Different from the input transform pipeline, the output transform only supports one transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">session</span><span class="p">.</span><span class="n">WithOutputTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">MyOutputTransform</span><span class="p">());</span>
+</code></pre></div></td></tr></table></div>
+<p>Here's an example of how to implement the interface. In this example, the transform detects whether there's some keywords in the response and removes them.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span>
+<span class="normal">63</span>
+<span class="normal">64</span>
+<span class="normal">65</span>
+<span class="normal">66</span>
+<span class="normal">67</span>
+<span class="normal">68</span>
+<span class="normal">69</span>
+<span class="normal">70</span>
+<span class="normal">71</span>
+<span class="normal">72</span>
+<span class="normal">73</span>
+<span class="normal">74</span>
+<span class="normal">75</span>
+<span class="normal">76</span>
+<span class="normal">77</span>
+<span class="normal">78</span>
+<span class="normal">79</span>
+<span class="normal">80</span>
+<span class="normal">81</span>
+<span class="normal">82</span>
+<span class="normal">83</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="c1">/// &lt;summary&gt;</span>
+<span class="c1">/// A text output transform that removes the keywords from the response.</span>
+<span class="c1">/// &lt;/summary&gt;</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">KeywordTextOutputStreamTransform</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ITextStreamTransform</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="n">HashSet</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">_keywords</span><span class="p">;</span>
+<span class="w">    </span><span class="kt">int</span><span class="w"> </span><span class="n">_maxKeywordLength</span><span class="p">;</span>
+<span class="w">    </span><span class="kt">bool</span><span class="w"> </span><span class="n">_removeAllMatchedTokens</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// </span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="c1">/// &lt;param name=&quot;keywords&quot;&gt;Keywords that you want to remove from the response.&lt;/param&gt;</span>
+<span class="w">    </span><span class="c1">/// &lt;param name=&quot;redundancyLength&quot;&gt;The extra length when searching for the keyword. For example, if your only keyword is &quot;highlight&quot;, </span>
+<span class="w">    </span><span class="c1">/// maybe the token you get is &quot;\r\nhighligt&quot;. In this condition, if redundancyLength=0, the token cannot be successfully matched because the length of &quot;\r\nhighligt&quot; (10)</span>
+<span class="w">    </span><span class="c1">/// has already exceeded the maximum length of the keywords (8). On the contrary, setting redundancyLengyh &gt;= 2 leads to successful match.</span>
+<span class="w">    </span><span class="c1">/// The larger the redundancyLength is, the lower the processing speed. But as an experience, it won&#39;t introduce too much performance impact when redundancyLength &lt;= 5 &lt;/param&gt;</span>
+<span class="w">    </span><span class="c1">/// &lt;param name=&quot;removeAllMatchedTokens&quot;&gt;If set to true, when getting a matched keyword, all the related tokens will be removed. Otherwise only the part of keyword will be removed.&lt;/param&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="nf">KeywordTextOutputStreamTransform</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">keywords</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">redundancyLength</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">3</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">removeAllMatchedTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">false</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">_keywords</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">(</span><span class="n">keywords</span><span class="p">);</span>
+<span class="w">        </span><span class="n">_maxKeywordLength</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">keywords</span><span class="p">.</span><span class="n">Select</span><span class="p">(</span><span class="n">x</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">x</span><span class="p">.</span><span class="n">Length</span><span class="p">).</span><span class="n">Max</span><span class="p">()</span><span class="w"> </span><span class="o">+</span><span class="w"> </span><span class="n">redundancyLength</span><span class="p">;</span>
+<span class="w">        </span><span class="n">_removeAllMatchedTokens</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">removeAllMatchedTokens</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Transform</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">window</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">Queue</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="p">();</span>
+
+<span class="w">        </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">s</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">window</span><span class="p">.</span><span class="n">Enqueue</span><span class="p">(</span><span class="n">s</span><span class="p">);</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">current</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="kt">string</span><span class="p">.</span><span class="n">Join</span><span class="p">(</span><span class="s">&quot;&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">window</span><span class="p">);</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_keywords</span><span class="p">.</span><span class="n">Any</span><span class="p">(</span><span class="n">x</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">current</span><span class="p">.</span><span class="n">Contains</span><span class="p">(</span><span class="n">x</span><span class="p">)))</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">matchedKeyword</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">_keywords</span><span class="p">.</span><span class="n">First</span><span class="p">(</span><span class="n">x</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">current</span><span class="p">.</span><span class="n">Contains</span><span class="p">(</span><span class="n">x</span><span class="p">));</span>
+<span class="w">                </span><span class="kt">int</span><span class="w"> </span><span class="n">total</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">window</span><span class="p">.</span><span class="n">Count</span><span class="p">;</span>
+<span class="w">                </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">total</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="n">window</span><span class="p">.</span><span class="n">Dequeue</span><span class="p">();</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="o">!</span><span class="n">_removeAllMatchedTokens</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="k">yield</span><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="n">current</span><span class="p">.</span><span class="n">Replace</span><span class="p">(</span><span class="n">matchedKeyword</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">current</span><span class="p">.</span><span class="n">Length</span><span class="w"> </span><span class="o">&gt;=</span><span class="w"> </span><span class="n">_maxKeywordLength</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_keywords</span><span class="p">.</span><span class="n">Any</span><span class="p">(</span><span class="n">x</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">current</span><span class="p">.</span><span class="n">Contains</span><span class="p">(</span><span class="n">x</span><span class="p">)))</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">matchedKeyword</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">_keywords</span><span class="p">.</span><span class="n">First</span><span class="p">(</span><span class="n">x</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">current</span><span class="p">.</span><span class="n">Contains</span><span class="p">(</span><span class="n">x</span><span class="p">));</span>
+<span class="w">                    </span><span class="kt">int</span><span class="w"> </span><span class="n">total</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">window</span><span class="p">.</span><span class="n">Count</span><span class="p">;</span>
+<span class="w">                    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">total</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                    </span><span class="p">{</span>
+<span class="w">                        </span><span class="n">window</span><span class="p">.</span><span class="n">Dequeue</span><span class="p">();</span>
+<span class="w">                    </span><span class="p">}</span>
+<span class="w">                    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="o">!</span><span class="n">_removeAllMatchedTokens</span><span class="p">)</span>
+<span class="w">                    </span><span class="p">{</span>
+<span class="w">                        </span><span class="k">yield</span><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="n">current</span><span class="p">.</span><span class="n">Replace</span><span class="p">(</span><span class="n">matchedKeyword</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;&quot;</span><span class="p">);</span>
+<span class="w">                    </span><span class="p">}</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">                </span><span class="k">else</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="kt">int</span><span class="w"> </span><span class="n">total</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">window</span><span class="p">.</span><span class="n">Count</span><span class="p">;</span>
+<span class="w">                    </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">total</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                    </span><span class="p">{</span>
+<span class="w">                        </span><span class="k">yield</span><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="n">window</span><span class="p">.</span><span class="n">Dequeue</span><span class="p">();</span>
+<span class="w">                    </span><span class="p">}</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="kt">int</span><span class="w"> </span><span class="n">totalCount</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">window</span><span class="p">.</span><span class="n">Count</span><span class="p">;</span>
+<span class="w">        </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">totalCount</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">yield</span><span class="w"> </span><span class="k">return</span><span class="w"> </span><span class="n">window</span><span class="p">.</span><span class="n">Dequeue</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TransformAsync</span><span class="p">(</span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">throw</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="nf">NotImplementedException</span><span class="p">();</span><span class="w"> </span><span class="c1">// This is implemented in `LLamaTransforms` but we ignore it here.</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="history-transform">History transform<a class="headerlink" href="#history-transform" title="Permanent link"></a></h3>
+<p>The chat history could be converted to or from a text, which is exactly what the interface of it.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">IHistoryTransform</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="kt">string</span><span class="w"> </span><span class="nf">HistoryToText</span><span class="p">(</span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">);</span>
+<span class="w">    </span><span class="n">ChatHistory</span><span class="w"> </span><span class="nf">TextToHistory</span><span class="p">(</span><span class="n">AuthorRole</span><span class="w"> </span><span class="n">role</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">);</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<p>Similar to the output transform, the history transform is added in the following way:</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">session</span><span class="p">.</span><span class="n">WithHistoryTransform</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">MyHistoryTransform</span><span class="p">());</span>
+</code></pre></div></td></tr></table></div>
+<p>The implementation is quite flexible, depending on what you want the history message to be like. Here's an example, which is the default history transform in LLamaSharp.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span>
+<span class="normal">63</span>
+<span class="normal">64</span>
+<span class="normal">65</span>
+<span class="normal">66</span>
+<span class="normal">67</span>
+<span class="normal">68</span>
+<span class="normal">69</span>
+<span class="normal">70</span>
+<span class="normal">71</span>
+<span class="normal">72</span>
+<span class="normal">73</span>
+<span class="normal">74</span>
+<span class="normal">75</span>
+<span class="normal">76</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="c1">/// &lt;summary&gt;</span>
+<span class="c1">/// The default history transform.</span>
+<span class="c1">/// Uses plain text with the following format:</span>
+<span class="c1">/// [Author]: [Message]</span>
+<span class="c1">/// &lt;/summary&gt;</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">DefaultHistoryTransform</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">IHistoryTransform</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">defaultUserName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;User&quot;</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">defaultAssistantName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;Assistant&quot;</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">defaultSystemName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;System&quot;</span><span class="p">;</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">readonly</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">defaultUnknownName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;??&quot;</span><span class="p">;</span>
+
+<span class="w">    </span><span class="kt">string</span><span class="w"> </span><span class="n">_userName</span><span class="p">;</span>
+<span class="w">    </span><span class="kt">string</span><span class="w"> </span><span class="n">_assistantName</span><span class="p">;</span>
+<span class="w">    </span><span class="kt">string</span><span class="w"> </span><span class="n">_systemName</span><span class="p">;</span>
+<span class="w">    </span><span class="kt">string</span><span class="w"> </span><span class="n">_unknownName</span><span class="p">;</span>
+<span class="w">    </span><span class="kt">bool</span><span class="w"> </span><span class="n">_isInstructMode</span><span class="p">;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="nf">DefaultHistoryTransform</span><span class="p">(</span><span class="kt">string?</span><span class="w"> </span><span class="n">userName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">,</span><span class="w"> </span><span class="kt">string?</span><span class="w"> </span><span class="n">assistantName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">,</span><span class="w"> </span>
+<span class="w">        </span><span class="kt">string?</span><span class="w"> </span><span class="n">systemName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">,</span><span class="w"> </span><span class="kt">string?</span><span class="w"> </span><span class="n">unknownName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">isInstructMode</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">false</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">_userName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">userName</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="n">defaultUserName</span><span class="p">;</span>
+<span class="w">        </span><span class="n">_assistantName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">assistantName</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="n">defaultAssistantName</span><span class="p">;</span>
+<span class="w">        </span><span class="n">_systemName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">systemName</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="n">defaultSystemName</span><span class="p">;</span>
+<span class="w">        </span><span class="n">_unknownName</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">unknownName</span><span class="w"> </span><span class="o">??</span><span class="w"> </span><span class="n">defaultUnknownName</span><span class="p">;</span>
+<span class="w">        </span><span class="n">_isInstructMode</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">isInstructMode</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">virtual</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">HistoryToText</span><span class="p">(</span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">sb</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="p">();</span>
+<span class="w">        </span><span class="k">foreach</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">message</span><span class="w"> </span><span class="k">in</span><span class="w"> </span><span class="n">history</span><span class="p">.</span><span class="n">Messages</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">message</span><span class="p">.</span><span class="n">AuthorRole</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">sb</span><span class="p">.</span><span class="n">AppendLine</span><span class="p">(</span><span class="s">$&quot;{_userName}: {message.Content}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">message</span><span class="p">.</span><span class="n">AuthorRole</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">System</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">sb</span><span class="p">.</span><span class="n">AppendLine</span><span class="p">(</span><span class="s">$&quot;{_systemName}: {message.Content}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">message</span><span class="p">.</span><span class="n">AuthorRole</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">Unknown</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">sb</span><span class="p">.</span><span class="n">AppendLine</span><span class="p">(</span><span class="s">$&quot;{_unknownName}: {message.Content}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">            </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">message</span><span class="p">.</span><span class="n">AuthorRole</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">Assistant</span><span class="p">)</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="n">sb</span><span class="p">.</span><span class="n">AppendLine</span><span class="p">(</span><span class="s">$&quot;{_assistantName}: {message.Content}&quot;</span><span class="p">);</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="n">sb</span><span class="p">.</span><span class="n">ToString</span><span class="p">();</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">virtual</span><span class="w"> </span><span class="n">ChatHistory</span><span class="w"> </span><span class="nf">TextToHistory</span><span class="p">(</span><span class="n">AuthorRole</span><span class="w"> </span><span class="n">role</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ChatHistory</span><span class="p">();</span>
+<span class="w">        </span><span class="n">history</span><span class="p">.</span><span class="n">AddMessage</span><span class="p">(</span><span class="n">role</span><span class="p">,</span><span class="w"> </span><span class="n">TrimNamesFromText</span><span class="p">(</span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="n">role</span><span class="p">));</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="n">history</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">virtual</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">TrimNamesFromText</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="n">AuthorRole</span><span class="w"> </span><span class="n">role</span><span class="p">)</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">role</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">User</span><span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">StartsWith</span><span class="p">(</span><span class="s">$&quot;{_userName}:&quot;</span><span class="p">))</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">text</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">Substring</span><span class="p">(</span><span class="s">$&quot;{_userName}:&quot;</span><span class="p">.</span><span class="n">Length</span><span class="p">).</span><span class="n">TrimStart</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">else</span><span class="w"> </span><span class="nf">if</span><span class="w"> </span><span class="p">(</span><span class="n">role</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">Assistant</span><span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">EndsWith</span><span class="p">(</span><span class="s">$&quot;{_assistantName}:&quot;</span><span class="p">))</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">text</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">Substring</span><span class="p">(</span><span class="m">0</span><span class="p">,</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">Length</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="s">$&quot;{_assistantName}:&quot;</span><span class="p">.</span><span class="n">Length</span><span class="p">).</span><span class="n">TrimEnd</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">_isInstructMode</span><span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span><span class="n">role</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">AuthorRole</span><span class="p">.</span><span class="n">Assistant</span><span class="w"> </span><span class="o">&amp;&amp;</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">EndsWith</span><span class="p">(</span><span class="s">&quot;\n&gt; &quot;</span><span class="p">))</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">text</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">Substring</span><span class="p">(</span><span class="m">0</span><span class="p">,</span><span class="w"> </span><span class="n">text</span><span class="p">.</span><span class="n">Length</span><span class="w"> </span><span class="o">-</span><span class="w"> </span><span class="s">&quot;\n&gt; &quot;</span><span class="p">.</span><span class="n">Length</span><span class="p">).</span><span class="n">TrimEnd</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">        </span><span class="k">return</span><span class="w"> </span><span class="n">text</span><span class="p">;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Tutorials/Executors/index.html b/0.11.1/Tutorials/Executors/index.html
new file mode 100644
index 00000000..63631f1c
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+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          Use executors
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Use executors
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#text-to-text-apis-of-the-executors" class="md-nav__link">
+    Text-to-Text APIs of the executors
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#interactiveexecutor--instructexecutor" class="md-nav__link">
+    InteractiveExecutor &amp; InstructExecutor
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#statelessexecutor" class="md-nav__link">
+    StatelessExecutor.
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#batchedexecutor" class="md-nav__link">
+    BatchedExecutor
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#inference-parameters" class="md-nav__link">
+    Inference parameters
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#save-and-load-executor-state" class="md-nav__link">
+    Save and load executor state
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
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+        llama.native.safellamacontexthandle
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+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
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+
+            
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#text-to-text-apis-of-the-executors" class="md-nav__link">
+    Text-to-Text APIs of the executors
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#interactiveexecutor--instructexecutor" class="md-nav__link">
+    InteractiveExecutor &amp; InstructExecutor
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#statelessexecutor" class="md-nav__link">
+    StatelessExecutor.
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#batchedexecutor" class="md-nav__link">
+    BatchedExecutor
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#inference-parameters" class="md-nav__link">
+    Inference parameters
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#save-and-load-executor-state" class="md-nav__link">
+    Save and load executor state
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamasharp-executors">LLamaSharp executors<a class="headerlink" href="#llamasharp-executors" title="Permanent link"></a></h1>
+<p>LLamaSharp executor defines the behavior of the model when it is called. Currently, there are four kinds of executors, which are <code>InteractiveExecutor</code>, <code>InstructExecutor</code>, <code>StatelessExecutor</code> and <code>BatchedExecutor</code>.</p>
+<p>In a word, <code>InteractiveExecutor</code> is suitable for getting answer of your questions from LLM continuously. <code>InstructExecutor</code> let LLM execute your instructions, such as "continue writing". <code>StatelessExecutor</code> is best for one-time job because the previous inference has no impact on the current inference. <code>BatchedExecutor</code> could accept multiple inputs and generate multiple outputs of different sessions at the same time, significantly improving the throughput of the program.</p>
+<h2 id="text-to-text-apis-of-the-executors">Text-to-Text APIs of the executors<a class="headerlink" href="#text-to-text-apis-of-the-executors" title="Permanent link"></a></h2>
+<p>All the executors implements the interface <code>ILLamaExecutor</code>, which provides two APIs to execute text-to-text tasks.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
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+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ILLamaExecutor</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// The loaded context for this executor.</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">Context</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">// LLava Section</span>
+<span class="w">    </span><span class="c1">//</span>
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Identify if it&#39;s a multi-modal model and there is a image to process.</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsMultiModal</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Muti-Modal Projections / Clip Model weights</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">LLavaWeights</span><span class="o">?</span><span class="w"> </span><span class="n">ClipModel</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w">  </span><span class="p">}</span><span class="w">        </span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// List of images: Image filename and path (jpeg images).</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ImagePaths</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Asynchronously infers a response from the model.</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="c1">/// &lt;param name=&quot;text&quot;&gt;Your prompt&lt;/param&gt;</span>
+<span class="w">    </span><span class="c1">/// &lt;param name=&quot;inferenceParams&quot;&gt;Any additional parameters&lt;/param&gt;</span>
+<span class="w">    </span><span class="c1">/// &lt;param name=&quot;token&quot;&gt;A cancellation token.&lt;/param&gt;</span>
+<span class="w">    </span><span class="c1">/// &lt;returns&gt;&lt;/returns&gt;</span>
+<span class="w">    </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">InferAsync</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="n">IInferenceParams</span><span class="o">?</span><span class="w"> </span><span class="n">inferenceParams</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">,</span><span class="w"> </span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">token</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">default</span><span class="p">);</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<p>The output of both two APIs are <strong>yield enumerable</strong>. Therefore, when receiving the output, you can directly use <code>foreach</code> to take actions on each word you get by order, instead of waiting for the whole process completed.</p>
+<h2 id="interactiveexecutor--instructexecutor">InteractiveExecutor &amp; InstructExecutor<a class="headerlink" href="#interactiveexecutor--instructexecutor" title="Permanent link"></a></h2>
+<p>Both of them are taking "completing the prompt" as the goal to generate the response. For example, if you input <code>Long long ago, there was a fox who wanted to make friend with humen. One day</code>, then the LLM will continue to write the story.</p>
+<p>Under interactive mode, you serve a role of user and the LLM serves the role of assistant. Then it will help you with your question or request. </p>
+<p>Under instruct mode, you give LLM some instructions and it follows.</p>
+<p>Though the behaviors of them sounds similar, it could introduce many differences depending on your prompt. For example, "chat-with-bob" has good performance under interactive mode and <code>alpaca</code> does well with instruct mode.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span>
+<span class="normal">6</span>
+<span class="normal">7</span>
+<span class="normal">8</span>
+<span class="normal">9</span></pre></div></td><td class="code"><div><pre><span></span><code>// chat-with-bob
+
+Transcript of a dialog, where the User interacts with an Assistant named Bob. Bob is helpful, kind, honest, good at writing, and never fails to answer the User&#39;s requests immediately and with precision.
+
+User: Hello, Bob.
+Bob: Hello. How may I help you today?
+User: Please tell me the largest city in Europe.
+Bob: Sure. The largest city in Europe is Moscow, the capital of Russia.
+User:
+</code></pre></div></td></tr></table></div>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span></pre></div></td><td class="code"><div><pre><span></span><code>// alpaca
+
+Below is an instruction that describes a task. Write a response that appropriately completes the request.
+</code></pre></div></td></tr></table></div>
+<p>Therefore, please modify the prompt correspondingly when switching from one mode to the other.</p>
+<h2 id="statelessexecutor">StatelessExecutor.<a class="headerlink" href="#statelessexecutor" title="Permanent link"></a></h2>
+<p>Despite the differences between interactive mode and instruct mode, both of them are stateful mode. That is, your previous question/instruction will impact on the current response from LLM. On the contrary, the stateless executor does not have such a "memory". No matter how many times you talk to it, it will only concentrate on what you say in this time. It is very useful when you want a clean context, without being affected by previous inputs.</p>
+<p>Since the stateless executor has no memory of conversations before, you need to input your question with the whole prompt into it to get the better answer.</p>
+<p>For example, if you feed <code>Q: Who is Trump? A:</code> to the stateless executor, it may give the following answer with the antiprompt <code>Q:</code>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span></pre></div></td><td class="code"><div><pre><span></span><code>Donald J. Trump, born June 14, 1946, is an American businessman, television personality, politician and the 45th President of the United States (2017-2021). # Anexo:Torneo de Hamburgo 2022 (individual masculino)
+
+## Presentación previa
+
+* Defensor del título:  Daniil Medvédev
+</code></pre></div></td></tr></table></div>
+<p>It seems that things went well at first. However, after answering the question itself, LLM began to talk about some other things until the answer reached the token count limit. The reason of this strange behavior is the anti-prompt cannot be match. With the input, LLM cannot decide whether to append a string "A: " at the end of the response.</p>
+<p>As an improvement, let's take the following text as the input:</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code>Q: What is the capital of the USA? A: Washingtong. Q: What is the sum of 1 and 2? A: 3. Q: Who is Trump? A: 
+</code></pre></div></td></tr></table></div>
+<p>Then, I got the following answer with the anti-prompt <code>Q:</code>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code>45th president of the United States.
+</code></pre></div></td></tr></table></div>
+<p>At this time, by repeating the same mode of <code>Q: xxx? A: xxx.</code>, LLM outputs the anti-prompt we want to help to decide where to stop the generation.</p>
+<h2 id="batchedexecutor">BatchedExecutor<a class="headerlink" href="#batchedexecutor" title="Permanent link"></a></h2>
+<p>Different from other executors, <code>BatchedExecutor</code> could accept multiple inputs from different sessions and geneate outputs for them at the same time. Here is an example to use it.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
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+<span class="normal"> 42</span>
+<span class="normal"> 43</span>
+<span class="normal"> 44</span>
+<span class="normal"> 45</span>
+<span class="normal"> 46</span>
+<span class="normal"> 47</span>
+<span class="normal"> 48</span>
+<span class="normal"> 49</span>
+<span class="normal"> 50</span>
+<span class="normal"> 51</span>
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+<span class="normal"> 53</span>
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+<span class="normal"> 55</span>
+<span class="normal"> 56</span>
+<span class="normal"> 57</span>
+<span class="normal"> 58</span>
+<span class="normal"> 59</span>
+<span class="normal"> 60</span>
+<span class="normal"> 61</span>
+<span class="normal"> 62</span>
+<span class="normal"> 63</span>
+<span class="normal"> 64</span>
+<span class="normal"> 65</span>
+<span class="normal"> 66</span>
+<span class="normal"> 67</span>
+<span class="normal"> 68</span>
+<span class="normal"> 69</span>
+<span class="normal"> 70</span>
+<span class="normal"> 71</span>
+<span class="normal"> 72</span>
+<span class="normal"> 73</span>
+<span class="normal"> 74</span>
+<span class="normal"> 75</span>
+<span class="normal"> 76</span>
+<span class="normal"> 77</span>
+<span class="normal"> 78</span>
+<span class="normal"> 79</span>
+<span class="normal"> 80</span>
+<span class="normal"> 81</span>
+<span class="normal"> 82</span>
+<span class="normal"> 83</span>
+<span class="normal"> 84</span>
+<span class="normal"> 85</span>
+<span class="normal"> 86</span>
+<span class="normal"> 87</span>
+<span class="normal"> 88</span>
+<span class="normal"> 89</span>
+<span class="normal"> 90</span>
+<span class="normal"> 91</span>
+<span class="normal"> 92</span>
+<span class="normal"> 93</span>
+<span class="normal"> 94</span>
+<span class="normal"> 95</span>
+<span class="normal"> 96</span>
+<span class="normal"> 97</span>
+<span class="normal"> 98</span>
+<span class="normal"> 99</span>
+<span class="normal">100</span>
+<span class="normal">101</span>
+<span class="normal">102</span>
+<span class="normal">103</span>
+<span class="normal">104</span>
+<span class="normal">105</span>
+<span class="normal">106</span>
+<span class="normal">107</span>
+<span class="normal">108</span>
+<span class="normal">109</span>
+<span class="normal">110</span>
+<span class="normal">111</span>
+<span class="normal">112</span>
+<span class="normal">113</span>
+<span class="normal">114</span>
+<span class="normal">115</span>
+<span class="normal">116</span>
+<span class="normal">117</span>
+<span class="normal">118</span>
+<span class="normal">119</span>
+<span class="normal">120</span>
+<span class="normal">121</span>
+<span class="normal">122</span>
+<span class="normal">123</span>
+<span class="normal">124</span>
+<span class="normal">125</span>
+<span class="normal">126</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">using</span><span class="w"> </span><span class="nn">LLama.Batched</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Common</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Native</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">LLama.Sampling</span><span class="p">;</span>
+<span class="k">using</span><span class="w"> </span><span class="nn">Spectre.Console</span><span class="p">;</span>
+
+<span class="k">namespace</span><span class="w"> </span><span class="nn">LLama.Examples.Examples</span><span class="p">;</span>
+
+<span class="c1">/// &lt;summary&gt;</span>
+<span class="c1">/// This demonstrates using a batch to generate two sequences and then using one</span>
+<span class="c1">/// sequence as the negative guidance (&quot;classifier free guidance&quot;) for the other.</span>
+<span class="c1">/// &lt;/summary&gt;</span>
+<span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">BatchedExecutorGuidance</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">const</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_len</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">32</span><span class="p">;</span>
+
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">async</span><span class="w"> </span><span class="n">Task</span><span class="w"> </span><span class="nf">Run</span><span class="p">()</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">UserSettings</span><span class="p">.</span><span class="n">GetModelPath</span><span class="p">();</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">parameters</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="n">modelPath</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">model</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="p">.</span><span class="n">LoadFromFile</span><span class="p">(</span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">positivePrompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Positive Prompt (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;My favourite colour is&quot;</span><span class="p">).</span><span class="n">Trim</span><span class="p">();</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">negativePrompt</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Negative Prompt (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;I hate the colour red. My favourite colour is&quot;</span><span class="p">).</span><span class="n">Trim</span><span class="p">();</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">weight</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">Ask</span><span class="p">(</span><span class="s">&quot;Guidance Weight (or ENTER for default):&quot;</span><span class="p">,</span><span class="w"> </span><span class="m">2.0f</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Create an executor that can evaluate a batch of conversations together</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">BatchedExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">parameters</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Print some info</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">name</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Model</span><span class="p">.</span><span class="n">Metadata</span><span class="p">.</span><span class="n">GetValueOrDefault</span><span class="p">(</span><span class="s">&quot;general.name&quot;</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;unknown model name&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">Console</span><span class="p">.</span><span class="n">WriteLine</span><span class="p">(</span><span class="s">$&quot;Created executor with model: {name}&quot;</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Load the two prompts into two conversations</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">guided</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Create</span><span class="p">();</span>
+<span class="w">        </span><span class="n">guided</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">positivePrompt</span><span class="p">);</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">guidance</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Create</span><span class="p">();</span>
+<span class="w">        </span><span class="n">guidance</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">negativePrompt</span><span class="p">);</span>
+
+<span class="w">        </span><span class="c1">// Run inference to evaluate prompts</span>
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="n">AnsiConsole</span>
+<span class="w">             </span><span class="p">.</span><span class="n">Status</span><span class="p">()</span>
+<span class="w">             </span><span class="p">.</span><span class="n">Spinner</span><span class="p">(</span><span class="n">Spinner</span><span class="p">.</span><span class="n">Known</span><span class="p">.</span><span class="n">Line</span><span class="p">)</span>
+<span class="w">             </span><span class="p">.</span><span class="n">StartAsync</span><span class="p">(</span><span class="s">&quot;Evaluating Prompts...&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">_</span><span class="w"> </span><span class="o">=&gt;</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Infer</span><span class="p">());</span>
+
+<span class="w">        </span><span class="c1">// Fork the &quot;guided&quot; conversation. We&#39;ll run this one without guidance for comparison</span>
+<span class="w">        </span><span class="k">using</span><span class="w"> </span><span class="nn">var</span><span class="w"> </span><span class="n">unguided</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">guided</span><span class="p">.</span><span class="n">Fork</span><span class="p">();</span>
+
+<span class="w">        </span><span class="c1">// Run inference loop</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">unguidedSampler</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">GuidedSampler</span><span class="p">(</span><span class="k">null</span><span class="p">,</span><span class="w"> </span><span class="n">weight</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">unguidedDecoder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StreamingTokenDecoder</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">guidedSampler</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">GuidedSampler</span><span class="p">(</span><span class="n">guidance</span><span class="p">,</span><span class="w"> </span><span class="n">weight</span><span class="p">);</span>
+<span class="w">        </span><span class="kt">var</span><span class="w"> </span><span class="n">guidedDecoder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">StreamingTokenDecoder</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">);</span>
+<span class="w">        </span><span class="k">await</span><span class="w"> </span><span class="n">AnsiConsole</span>
+<span class="w">           </span><span class="p">.</span><span class="n">Progress</span><span class="p">()</span>
+<span class="w">           </span><span class="p">.</span><span class="n">StartAsync</span><span class="p">(</span><span class="k">async</span><span class="w"> </span><span class="n">progress</span><span class="w"> </span><span class="o">=&gt;</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="kt">var</span><span class="w"> </span><span class="n">reporter</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">progress</span><span class="p">.</span><span class="n">AddTask</span><span class="p">(</span><span class="s">&quot;Running Inference&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">maxValue</span><span class="p">:</span><span class="w"> </span><span class="n">n_len</span><span class="p">);</span>
+
+<span class="w">                </span><span class="k">for</span><span class="w"> </span><span class="p">(</span><span class="kt">var</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="w"> </span><span class="o">&lt;</span><span class="w"> </span><span class="n">n_len</span><span class="p">;</span><span class="w"> </span><span class="n">i</span><span class="o">++</span><span class="p">)</span>
+<span class="w">                </span><span class="p">{</span>
+<span class="w">                    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">i</span><span class="w"> </span><span class="o">!=</span><span class="w"> </span><span class="m">0</span><span class="p">)</span>
+<span class="w">                        </span><span class="k">await</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">Infer</span><span class="p">();</span>
+
+<span class="w">                    </span><span class="c1">// Sample from the &quot;unguided&quot; conversation. This is just a conversation using the same prompt, without any</span>
+<span class="w">                    </span><span class="c1">// guidance. This serves as a comparison to show the effect of guidance.</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">u</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">unguidedSampler</span><span class="p">.</span><span class="n">Sample</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">.</span><span class="n">NativeHandle</span><span class="p">,</span><span class="w"> </span><span class="n">unguided</span><span class="p">.</span><span class="n">Sample</span><span class="p">(),</span><span class="w"> </span><span class="n">Array</span><span class="p">.</span><span class="n">Empty</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="p">());</span>
+<span class="w">                    </span><span class="n">unguidedDecoder</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">u</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">unguided</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">u</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="c1">// Sample from the &quot;guided&quot; conversation. This sampler will internally use the &quot;guidance&quot; conversation</span>
+<span class="w">                    </span><span class="c1">// to steer the conversation. See how this is done in GuidedSampler.ProcessLogits (bottom of this file).</span>
+<span class="w">                    </span><span class="kt">var</span><span class="w"> </span><span class="n">g</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">guidedSampler</span><span class="p">.</span><span class="n">Sample</span><span class="p">(</span><span class="n">executor</span><span class="p">.</span><span class="n">Context</span><span class="p">.</span><span class="n">NativeHandle</span><span class="p">,</span><span class="w"> </span><span class="n">guided</span><span class="p">.</span><span class="n">Sample</span><span class="p">(),</span><span class="w"> </span><span class="n">Array</span><span class="p">.</span><span class="n">Empty</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="p">());</span>
+<span class="w">                    </span><span class="n">guidedDecoder</span><span class="p">.</span><span class="n">Add</span><span class="p">(</span><span class="n">g</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="c1">// Use this token to advance both guided _and_ guidance. Keeping them in sync (except for the initial prompt).</span>
+<span class="w">                    </span><span class="n">guided</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">g</span><span class="p">);</span>
+<span class="w">                    </span><span class="n">guidance</span><span class="p">.</span><span class="n">Prompt</span><span class="p">(</span><span class="n">g</span><span class="p">);</span>
+
+<span class="w">                    </span><span class="c1">// Early exit if we reach the natural end of the guided sentence</span>
+<span class="w">                    </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">g</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="n">model</span><span class="p">.</span><span class="n">EndOfSentenceToken</span><span class="p">)</span>
+<span class="w">                        </span><span class="k">break</span><span class="p">;</span>
+
+<span class="w">                    </span><span class="c1">// Update progress bar</span>
+<span class="w">                    </span><span class="n">reporter</span><span class="p">.</span><span class="n">Increment</span><span class="p">(</span><span class="m">1</span><span class="p">);</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">});</span>
+
+<span class="w">        </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">MarkupLine</span><span class="p">(</span><span class="s">$&quot;[green]Unguided:[/][white]{unguidedDecoder.Read().ReplaceLineEndings(&quot;</span><span class="w"> </span><span class="s">&quot;)}[/]&quot;</span><span class="p">);</span>
+<span class="w">        </span><span class="n">AnsiConsole</span><span class="p">.</span><span class="n">MarkupLine</span><span class="p">(</span><span class="s">$&quot;[green]Guided:[/][white]{guidedDecoder.Read().ReplaceLineEndings(&quot;</span><span class="w"> </span><span class="s">&quot;)}[/]&quot;</span><span class="p">);</span>
+<span class="w">    </span><span class="p">}</span>
+
+<span class="w">    </span><span class="k">private</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nf">GuidedSampler</span><span class="p">(</span><span class="n">Conversation</span><span class="o">?</span><span class="w"> </span><span class="n">guidance</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">weight</span><span class="p">)</span>
+<span class="w">        </span><span class="p">:</span><span class="w"> </span><span class="n">BaseSamplingPipeline</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Accept</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">public</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">throw</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="nf">NotSupportedException</span><span class="p">();</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">protected</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="k">if</span><span class="w"> </span><span class="p">(</span><span class="n">guidance</span><span class="w"> </span><span class="o">==</span><span class="w"> </span><span class="k">null</span><span class="p">)</span>
+<span class="w">                </span><span class="k">return</span><span class="p">;</span>
+
+<span class="w">            </span><span class="c1">// Get the logits generated by the guidance sequences</span>
+<span class="w">            </span><span class="kt">var</span><span class="w"> </span><span class="n">guidanceLogits</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">guidance</span><span class="p">.</span><span class="n">Sample</span><span class="p">();</span>
+
+<span class="w">            </span><span class="c1">// Use those logits to guide this sequence</span>
+<span class="w">            </span><span class="n">NativeApi</span><span class="p">.</span><span class="n">llama_sample_apply_guidance</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">guidanceLogits</span><span class="p">,</span><span class="w"> </span><span class="n">weight</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+
+<span class="w">        </span><span class="k">protected</span><span class="w"> </span><span class="k">override</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="n">candidates</span><span class="p">.</span><span class="n">Temperature</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="m">0.8f</span><span class="p">);</span>
+<span class="w">            </span><span class="n">candidates</span><span class="p">.</span><span class="n">TopK</span><span class="p">(</span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="m">25</span><span class="p">);</span>
+
+<span class="w">            </span><span class="k">return</span><span class="w"> </span><span class="n">candidates</span><span class="p">.</span><span class="n">SampleToken</span><span class="p">(</span><span class="n">ctx</span><span class="p">);</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="inference-parameters">Inference parameters<a class="headerlink" href="#inference-parameters" title="Permanent link"></a></h2>
+<p>Different from context parameters, which is indicated in <a href="../UnderstandLLamaContext/">understand-llama-context</a>, executors accept parameters when you call its API to execute the inference. That means you could change the parameters every time you ask the model to generate the outputs.</p>
+<p>Here is the parameters for LLamaSharp executors.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span>
+<span class="normal">35</span>
+<span class="normal">36</span>
+<span class="normal">37</span>
+<span class="normal">38</span>
+<span class="normal">39</span>
+<span class="normal">40</span>
+<span class="normal">41</span>
+<span class="normal">42</span>
+<span class="normal">43</span>
+<span class="normal">44</span>
+<span class="normal">45</span>
+<span class="normal">46</span>
+<span class="normal">47</span>
+<span class="normal">48</span>
+<span class="normal">49</span>
+<span class="normal">50</span>
+<span class="normal">51</span>
+<span class="normal">52</span>
+<span class="normal">53</span>
+<span class="normal">54</span>
+<span class="normal">55</span>
+<span class="normal">56</span>
+<span class="normal">57</span>
+<span class="normal">58</span>
+<span class="normal">59</span>
+<span class="normal">60</span>
+<span class="normal">61</span>
+<span class="normal">62</span>
+<span class="normal">63</span>
+<span class="normal">64</span>
+<span class="normal">65</span>
+<span class="normal">66</span>
+<span class="normal">67</span>
+<span class="normal">68</span>
+<span class="normal">69</span>
+<span class="normal">70</span>
+<span class="normal">71</span>
+<span class="normal">72</span>
+<span class="normal">73</span>
+<span class="normal">74</span>
+<span class="normal">75</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="c1">/// &lt;summary&gt;</span>
+<span class="c1">/// The paramters used for inference.</span>
+<span class="c1">/// &lt;/summary&gt;</span>
+<span class="k">public</span><span class="w"> </span><span class="n">record</span><span class="w"> </span><span class="n">InferenceParams</span>
+<span class="w">    </span><span class="p">:</span><span class="w"> </span><span class="n">IInferenceParams</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// number of tokens to keep from initial prompt</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TokensKeep</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// how many new tokens to predict (n_predict), set to -1 to inifinitely generate response</span>
+<span class="w">    </span><span class="c1">/// until it complete.</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="o">-</span><span class="m">1</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// logit bias for specific tokens</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;?</span><span class="w"> </span><span class="n">LogitBias</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">null</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Sequences where the model will stop generating further tokens.</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">Array</span><span class="p">.</span><span class="n">Empty</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="p">();</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TopK</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">40</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TopP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.95f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MinP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.05f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TfsZ</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1.0f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TypicalP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1.0f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.8f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">RepeatPenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">1.1f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">RepeatLastTokensCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">64</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">FrequencyPenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">.</span><span class="m">0f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">PresencePenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="p">.</span><span class="m">0f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">MirostatType</span><span class="w"> </span><span class="n">Mirostat</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">MirostatType</span><span class="p">.</span><span class="n">Disable</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MirostatTau</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">5.0f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MirostatEta</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="m">0.1f</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">PenalizeNL</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">true</span><span class="p">;</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="o">?</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;inheritdoc /&gt;</span>
+<span class="w">    </span><span class="k">public</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="o">?</span><span class="w"> </span><span class="n">SamplingPipeline</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="save-and-load-executor-state">Save and load executor state<a class="headerlink" href="#save-and-load-executor-state" title="Permanent link"></a></h2>
+<p>An executor also has its state, which can be saved and loaded. That means a lot when you want to support restore a previous session for the user in your application.</p>
+<p>The following code shows how to use save and load executor state.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">InteractiveExecutor</span><span class="w"> </span><span class="n">executor</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">);</span>
+<span class="c1">// do some things...</span>
+<span class="n">executor</span><span class="p">.</span><span class="n">SaveState</span><span class="p">(</span><span class="s">&quot;executor.st&quot;</span><span class="p">);</span>
+<span class="kt">var</span><span class="w"> </span><span class="n">stateData</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">executor</span><span class="p">.</span><span class="n">GetStateData</span><span class="p">();</span>
+
+<span class="n">InteractiveExecutor</span><span class="w"> </span><span class="n">executor2</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">);</span>
+<span class="n">executor2</span><span class="p">.</span><span class="n">LoadState</span><span class="p">(</span><span class="n">stateData</span><span class="p">);</span>
+<span class="c1">// do some things...</span>
+
+<span class="n">InteractiveExecutor</span><span class="w"> </span><span class="n">executor3</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">InteractiveExecutor</span><span class="p">(</span><span class="n">model</span><span class="p">);</span>
+<span class="n">executor3</span><span class="p">.</span><span class="n">LoadState</span><span class="p">(</span><span class="s">&quot;executor.st&quot;</span><span class="p">);</span>
+<span class="c1">// do some things...</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/Tutorials/GetEmbeddings/index.html b/0.11.1/Tutorials/GetEmbeddings/index.html
new file mode 100644
index 00000000..29f1c687
--- /dev/null
+++ b/0.11.1/Tutorials/GetEmbeddings/index.html
@@ -0,0 +1,2787 @@
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+        Use executors
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+        Use ChatSession
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+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+    </li>
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+        llama.abstractions.metadataoverrideconverter
+      </a>
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
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+          
+            
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
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+  
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
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+            
+          
+            
+              
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="get-embeddings">Get embeddings<a class="headerlink" href="#get-embeddings" title="Permanent link"></a></h1>
+<p>Getting the embeddings of a text in LLM is sometimes useful, for example, to train other MLP models.</p>
+<p>To get the embeddings, please initialize a <code>LLamaEmbedder</code> and then call <code>GetEmbeddings</code>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">var</span><span class="w"> </span><span class="n">embedder</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="k">new</span><span class="w"> </span><span class="n">LLamaEmbedder</span><span class="p">(</span><span class="k">new</span><span class="w"> </span><span class="n">ModelParams</span><span class="p">(</span><span class="s">&quot;&lt;modelPath&gt;&quot;</span><span class="p">));</span>
+<span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;hello, LLM.&quot;</span><span class="p">;</span>
+<span class="kt">float</span><span class="p">[]</span><span class="w"> </span><span class="n">embeddings</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="n">embedder</span><span class="p">.</span><span class="n">GetEmbeddings</span><span class="p">(</span><span class="n">text</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<p>The output is a float array. Note that the length of the array is related with the model you load. If you just want to get a smaller size embedding, please consider changing a model.</p>
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+    </li>
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+      </nav>
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+        llama.abstractions.imodelparams
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+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
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+          
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+  
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+    <li class="md-nav__item">
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+        llama.abstractions.tensorsplitscollection
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        llama.sampling.mirostatesamplingpipeline
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+        llama.sessionstate
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+        llama.streamingtokendecoder
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+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
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+        llama.types.chatcompletionchoice
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+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
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+        llama.types.chatcompletionchunkdelta
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+        llama.types.chatcompletionmessage
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+        llama.types.chatmessagerecord
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+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
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+        llama.types.completion
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+        llama.types.completionchoice
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+        llama.types.completionchunk
+      </a>
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+        llama.types.completionusage
+      </a>
+    </li>
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+
+            
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+  <a href="#when-you-should-compile-the-native-library-yourself" class="md-nav__link">
+    When you should compile the native library yourself
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#use-nativelibraryconfig" class="md-nav__link">
+    Use NativeLibraryConfig
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+      <ul class="md-nav__list">
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+  <a href="#load-specified-native-library-file" class="md-nav__link">
+    Load specified native library file
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#automatically-select-one-from-multiple-native-library-files" class="md-nav__link">
+    Automatically select one from multiple native library files
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#set-the-log-level-of-native-library-loading" class="md-nav__link">
+    Set the log level of native library loading
+  </a>
+  
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+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="customize-the-native-library-loading">Customize the native library loading<a class="headerlink" href="#customize-the-native-library-loading" title="Permanent link"></a></h1>
+<p>As indicated in <a href="../../Architecture/">Architecture</a>, LLamaSharp uses the native library to run the LLM models. Sometimes you may want to compile the native library yourself, or just dynamically load the library due to the environment of your user of your application. Luckily, since version 0.7.0, dynamic loading of native library has been supported! That allows you to customize the native library loading process.</p>
+<h2 id="when-you-should-compile-the-native-library-yourself">When you should compile the native library yourself<a class="headerlink" href="#when-you-should-compile-the-native-library-yourself" title="Permanent link"></a></h2>
+<p>Before introducing the way to customize native library loading, please follow the tips below to see if you need to compile the native library yourself, rather than use the published backend packages, which contain native library files for multiple targets.</p>
+<ol>
+<li>Your device/environment has not been supported by any published backend packages. For example, vulkan has not been supported yet. In this case, it will mean a lot to open an issue to tell us you are using it. Since our support for new backend will have a delay, you could compile yourself before that.</li>
+<li>You want to gain the best performance of LLamaSharp. Because LLamaSharp offloads the model to both GPU and CPU, the performance is significantly related with CPU if your GPU memory size is small. AVX (<a href="https://en.wikipedia.org/wiki/Advanced_Vector_Extensions">Advanced Vector Extensions</a>) and BLAS (<a href="https://en.wikipedia.org/wiki/Basic_Linear_Algebra_Subprograms">Basic Linear Algebra Subprograms</a>) are the most important ways to accelerate the CPU computation. By default, LLamaSharp disables the support for BLAS and use AVX2 for CUDA backend yet. If you would like to enable BLAS or use AVX 512 along with CUDA, please compile the native library youself, following the <a href="../../ContributingGuide/">instructions here</a>.</li>
+<li>You want to debug the c++ code.</li>
+</ol>
+<h2 id="use-nativelibraryconfig">Use NativeLibraryConfig<a class="headerlink" href="#use-nativelibraryconfig" title="Permanent link"></a></h2>
+<p>We provide <code>LLama.Native.NativeLibraryConfig</code> class with singleton mode to allow users to customize the loading process of the native library. Any method of it should be called before the model loading, because a native library file must be decided before any model is loaded.</p>
+<h3 id="load-specified-native-library-file">Load specified native library file<a class="headerlink" href="#load-specified-native-library-file" title="Permanent link"></a></h3>
+<p>All you need to do is adding the following code to the very beginning of your code.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">NativeLibraryConfig</span><span class="p">.</span><span class="n">Instance</span><span class="p">.</span><span class="n">WithLibrary</span><span class="p">(</span><span class="s">&quot;&lt;Your native library path&gt;&quot;</span><span class="p">);</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="automatically-select-one-from-multiple-native-library-files">Automatically select one from multiple native library files<a class="headerlink" href="#automatically-select-one-from-multiple-native-library-files" title="Permanent link"></a></h3>
+<p>Let's consider this case: you don't know your user's device when distributing your application, so you put all the possible native libraries in a folder and want to select the best one depending on the user's device. LLamaSharp allows you to define the strategy to do it.</p>
+<ul>
+<li><code>NativeLibraryConfig.Instance.WithCuda</code>: decide if you want to use cuda if possible.</li>
+<li><code>NativeLibraryConfig.Instance.WithAvx</code>: decide the highest AVX level you want to use if possible.</li>
+<li><code>NativeLibraryConfig.Instance.WithSearchDirectory</code>: specify the directory to search the native library files.</li>
+<li><code>NativeLibraryConfig.Instance.WithAutoFallback</code>: whether to allow fall back to other options if no native library that matches your specified settings could be found.</li>
+</ul>
+<h3 id="set-the-log-level-of-native-library-loading">Set the log level of native library loading<a class="headerlink" href="#set-the-log-level-of-native-library-loading" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">NativeLibraryConfig</span><span class="p">.</span><span class="n">Instance</span><span class="p">.</span><span class="n">WithLogs</span><span class="p">();</span>
+</code></pre></div></td></tr></table></div>
+<p>There are four log levels, which are error, warning, info and debug. If you are not sure if the correct library is selected, please set log level to <code>info</code> to see the full logs.</p>
+
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+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        Quantize the model
+      </a>
+      
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
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+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+            
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+        llama.native.safellamacontexthandle
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+            
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+        llama.native.safellamagrammarhandle
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+        llama.native.safellamahandlebase
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+        llama.native.safellamamodelhandle
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+        llama.native.safellavaimageembedhandle
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+        llama.native.safellavamodelhandle
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+        llama.quantizer
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+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
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+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
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+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
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+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+            
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+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
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+
+            
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+
+<h1 id="quantization">Quantization<a class="headerlink" href="#quantization" title="Permanent link"></a></h1>
+<p>Quantization is significant to accelerate the model inference. Since there's little accuracy (performance) reduction when quantizing the model, get it easy to quantize it!</p>
+<p>To quantize the model, please call <code>Quantize</code> from <code>LLamaQuantizer</code>, which is a static method.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span>
+<span class="normal">3</span>
+<span class="normal">4</span>
+<span class="normal">5</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="n">srcPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;&lt;model.bin&gt;&quot;</span><span class="p">;</span>
+<span class="kt">string</span><span class="w"> </span><span class="n">dstPath</span><span class="w"> </span><span class="o">=</span><span class="w"> </span><span class="s">&quot;&lt;model_q4_0.bin&gt;&quot;</span><span class="p">;</span>
+<span class="n">LLamaQuantizer</span><span class="p">.</span><span class="n">Quantize</span><span class="p">(</span><span class="n">srcPath</span><span class="p">,</span><span class="w"> </span><span class="n">dstPath</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;q4_0&quot;</span><span class="p">);</span>
+<span class="c1">// The following overload is also okay.</span>
+<span class="c1">// LLamaQuantizer.Quantize(srcPath, dstPath, LLamaFtype.LLAMA_FTYPE_MOSTLY_Q4_0);</span>
+</code></pre></div></td></tr></table></div>
+<p>After calling it, a quantized model file will be saved.</p>
+<p>There're currently the following types of quantization supported:</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal"> 1</span>
+<span class="normal"> 2</span>
+<span class="normal"> 3</span>
+<span class="normal"> 4</span>
+<span class="normal"> 5</span>
+<span class="normal"> 6</span>
+<span class="normal"> 7</span>
+<span class="normal"> 8</span>
+<span class="normal"> 9</span>
+<span class="normal">10</span>
+<span class="normal">11</span>
+<span class="normal">12</span>
+<span class="normal">13</span>
+<span class="normal">14</span>
+<span class="normal">15</span>
+<span class="normal">16</span>
+<span class="normal">17</span>
+<span class="normal">18</span>
+<span class="normal">19</span>
+<span class="normal">20</span>
+<span class="normal">21</span>
+<span class="normal">22</span>
+<span class="normal">23</span>
+<span class="normal">24</span>
+<span class="normal">25</span>
+<span class="normal">26</span>
+<span class="normal">27</span>
+<span class="normal">28</span>
+<span class="normal">29</span>
+<span class="normal">30</span>
+<span class="normal">31</span>
+<span class="normal">32</span>
+<span class="normal">33</span>
+<span class="normal">34</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="p">{</span><span class="w"> </span><span class="s">&quot;Q4_0&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q4_0</span><span class="p">,</span><span class="w">   </span><span class="s">&quot; 3.56G, +0.2166 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q4_1&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q4_1</span><span class="p">,</span><span class="w">   </span><span class="s">&quot; 3.90G, +0.1585 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q5_0&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q5_0</span><span class="p">,</span><span class="w">   </span><span class="s">&quot; 4.33G, +0.0683 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q5_1&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q5_1</span><span class="p">,</span><span class="w">   </span><span class="s">&quot; 4.70G, +0.0349 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ2_XXS&quot;</span><span class="p">,</span><span class="n">LLAMA_FTYPE_MOSTLY_IQ2_XXS</span><span class="p">,</span><span class="s">&quot; 2.06 bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ2_XS&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ2_XS</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 2.31 bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ2_S&quot;</span><span class="p">,</span><span class="w">  </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ2_S</span><span class="p">,</span><span class="w">  </span><span class="s">&quot; 2.5  bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ2_M&quot;</span><span class="p">,</span><span class="w">  </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ2_M</span><span class="p">,</span><span class="w">  </span><span class="s">&quot; 2.7  bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ1_S&quot;</span><span class="p">,</span><span class="w">  </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ1_S</span><span class="p">,</span><span class="w">  </span><span class="s">&quot; 1.56 bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ1_M&quot;</span><span class="p">,</span><span class="w">  </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ1_M</span><span class="p">,</span><span class="w">  </span><span class="s">&quot; 1.75 bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q2_K&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q2_K</span><span class="p">,</span><span class="w">   </span><span class="s">&quot; 2.63G, +0.6717 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q2_K_S&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q2_K_S</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 2.16G, +9.0634 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ3_XXS&quot;</span><span class="p">,</span><span class="n">LLAMA_FTYPE_MOSTLY_IQ3_XXS</span><span class="p">,</span><span class="s">&quot; 3.06 bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ3_S&quot;</span><span class="p">,</span><span class="w">  </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ3_S</span><span class="p">,</span><span class="w">  </span><span class="s">&quot; 3.44 bpw quantization&quot;</span><span class="p">,</span><span class="w">            </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ3_M&quot;</span><span class="p">,</span><span class="w">  </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ3_M</span><span class="p">,</span><span class="w">  </span><span class="s">&quot; 3.66 bpw quantization mix&quot;</span><span class="p">,</span><span class="w">        </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q3_K&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q3_K_M</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;alias for Q3_K_M&quot;</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ3_XS&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ3_XS</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 3.3 bpw quantization&quot;</span><span class="w">   </span><span class="p">,</span><span class="w">          </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q3_K_S&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q3_K_S</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 2.75G, +0.5551 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q3_K_M&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q3_K_M</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 3.07G, +0.2496 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q3_K_L&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q3_K_L</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 3.35G, +0.1764 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ4_NL&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ4_NL</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 4.50 bpw non-linear quantization&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;IQ4_XS&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_IQ4_XS</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 4.25 bpw non-linear quantization&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q4_K&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q4_K_M</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;alias for Q4_K_M&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q4_K_S&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q4_K_S</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 3.59G, +0.0992 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q4_K_M&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q4_K_M</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 3.80G, +0.0532 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q5_K&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q5_K_M</span><span class="p">,</span><span class="w"> </span><span class="s">&quot;alias for Q5_K_M&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q5_K_S&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q5_K_S</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 4.33G, +0.0400 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q5_K_M&quot;</span><span class="p">,</span><span class="w"> </span><span class="n">LLAMA_FTYPE_MOSTLY_Q5_K_M</span><span class="p">,</span><span class="w"> </span><span class="s">&quot; 4.45G, +0.0122 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q6_K&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q6_K</span><span class="p">,</span><span class="w">   </span><span class="s">&quot; 5.15G, +0.0008 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;Q8_0&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_MOSTLY_Q8_0</span><span class="p">,</span><span class="w">   </span><span class="s">&quot; 6.70G, +0.0004 ppl @ LLaMA-v1-7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;F16&quot;</span><span class="p">,</span><span class="w">    </span><span class="n">LLAMA_FTYPE_MOSTLY_F16</span><span class="p">,</span><span class="w">    </span><span class="s">&quot;13.00G              @ 7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;F32&quot;</span><span class="p">,</span><span class="w">    </span><span class="n">LLAMA_FTYPE_ALL_F32</span><span class="p">,</span><span class="w">       </span><span class="s">&quot;26.00G              @ 7B&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+<span class="c1">// Note: Ensure COPY comes after F32 to avoid ftype 0 from matching.</span>
+<span class="p">{</span><span class="w"> </span><span class="s">&quot;COPY&quot;</span><span class="p">,</span><span class="w">   </span><span class="n">LLAMA_FTYPE_ALL_F32</span><span class="p">,</span><span class="w">       </span><span class="s">&quot;only copy tensors, no quantizing&quot;</span><span class="p">,</span><span class="w"> </span><span class="p">},</span>
+</code></pre></div></td></tr></table></div>
+
+
+
+
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+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
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+    <li class="md-nav__item">
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+        Interactive executor - basic
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+              
+  
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
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+  
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+    <li class="md-nav__item">
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+  
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+    <li class="md-nav__item">
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+  
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+        Semantic-kernel - chat
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+    </li>
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
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+      <a href="../../xmldocs/llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
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+          
+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
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+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
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+              
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+  
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+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
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+          
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
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+        llama.common.chathistory
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+      <a href="../../xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
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+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
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+      <a href="../../xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
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+        llama.common.modelparams
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+        llama.exceptions.grammarexpectedname
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+      <a href="../../xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
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+        llama.exceptions.grammarunexpectedendelement
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+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
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+  
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+    <li class="md-nav__item">
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+        llama.exceptions.grammarunknownescapecharacter
+      </a>
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+          
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+              
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+        llama.exceptions.llamadecodeerror
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
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+              
+  
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+    <li class="md-nav__item">
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+        llama.exceptions.runtimeerror
+      </a>
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
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+              
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+      <a href="../../xmldocs/llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamacache/" class="md-nav__link">
+        llama.llamacache
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+        llama.llamaembedder
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamamodel/" class="md-nav__link">
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+        llama.llamamodelv1
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+              
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+      <a href="../../xmldocs/llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llamastate/" class="md-nav__link">
+        llama.llamastate
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+          
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+              
+  
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+        llama.llamatransforms
+      </a>
+    </li>
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
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+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.decoderesult/" class="md-nav__link">
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+      </a>
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+      <a href="../../xmldocs/llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
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+      <a href="../../xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.llamabatch/" class="md-nav__link">
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+      <a href="../../xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
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+      <a href="../../xmldocs/llama.native.llamabeamview/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
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+      <a href="../../xmldocs/llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
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+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
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+            
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="understand-llamasharp-context">Understand LLamaSharp context<a class="headerlink" href="#understand-llamasharp-context" title="Permanent link"></a></h1>
+<p><code>LLamaContext</code> is the most important component as a link between native APIs and higher-level APIs. It contains the basic settings for model inference and holds the kv-cache, which could significantly accelerate the model inference. Since <code>LLamaContext</code> is not coupled with <code>LLamaWeights</code>, it's possible to create multiple context based on one piece of model weight. Each <code>ILLamaExecutor</code> will hold a <code>LLamaContext</code> instance, but it's possible to switch to different context in an executor.</p>
+<p>If your application has multiple sessions, please take care of managing <code>LLamaContext</code>.</p>
+<p><code>LLamaContext</code> takes the following parameters as its settings. Note that the parameters could not be changed once the context has been created.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">  1</span>
+<span class="normal">  2</span>
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+<span class="normal">103</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">IContextParams</span>
+<span class="p">{</span>
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Model context size (n_ctx)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">uint?</span><span class="w"> </span><span class="n">ContextSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// batch size for prompt processing (must be &gt;=32 to use BLAS) (n_batch)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">uint</span><span class="w"> </span><span class="n">BatchSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Seed for the random number generator (seed)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">uint</span><span class="w"> </span><span class="n">Seed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Whether to use embedding mode. (embedding) Note that if this is set to true, </span>
+<span class="w">    </span><span class="c1">/// The LLamaModel won&#39;t produce text response anymore.</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">bool</span><span class="w"> </span><span class="n">EmbeddingMode</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// RoPE base frequency (null to fetch from the model)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">float?</span><span class="w"> </span><span class="n">RopeFrequencyBase</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// RoPE frequency scaling factor (null to fetch from the model)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">float?</span><span class="w"> </span><span class="n">RopeFrequencyScale</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// The encoding to use for models</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="n">Encoding</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Number of threads (null = autodetect) (n_threads)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">uint?</span><span class="w"> </span><span class="n">Threads</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Number of threads to use for batch processing (null = autodetect) (n_threads)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">uint?</span><span class="w"> </span><span class="n">BatchThreads</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// YaRN extrapolation mix factor (null = from model)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">float?</span><span class="w"> </span><span class="n">YarnExtrapolationFactor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// YaRN magnitude scaling factor (null = from model)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">float?</span><span class="w"> </span><span class="n">YarnAttentionFactor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// YaRN low correction dim (null = from model)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">float?</span><span class="w"> </span><span class="n">YarnBetaFast</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// YaRN high correction dim (null = from model)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">float?</span><span class="w"> </span><span class="n">YarnBetaSlow</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// YaRN original context length (null = from model)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">uint?</span><span class="w"> </span><span class="n">YarnOriginalContext</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// YaRN scaling method to use.</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="n">RopeScalingType</span><span class="o">?</span><span class="w"> </span><span class="n">YarnScalingType</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Override the type of the K cache</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="n">GGMLType</span><span class="o">?</span><span class="w"> </span><span class="n">TypeK</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Override the type of the V cache</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="n">GGMLType</span><span class="o">?</span><span class="w"> </span><span class="n">TypeV</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Whether to disable offloading the KQV cache to the GPU</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">bool</span><span class="w"> </span><span class="n">NoKqvOffload</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// defragment the KV cache if holes/size &amp;gt; defrag_threshold, Set to &amp;lt; 0 to disable (default)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">float</span><span class="w"> </span><span class="n">DefragThreshold</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+
+<span class="w">    </span><span class="c1">/// &lt;summary&gt;</span>
+<span class="w">    </span><span class="c1">/// Whether to pool (sum) embedding results by sequence id (ignored if no pooling layer)</span>
+<span class="w">    </span><span class="c1">/// &lt;/summary&gt;</span>
+<span class="w">    </span><span class="kt">bool</span><span class="w"> </span><span class="n">DoPooling</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<p><code>LLamaContext</code> has its state, which could be saved and loaded.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span>
+<span class="normal">2</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaContext</span><span class="p">.</span><span class="n">SaveState</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">filename</span><span class="p">)</span>
+<span class="n">LLamaContext</span><span class="p">.</span><span class="n">GetState</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
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+Copyright (c) Microsoft Corporation.
+
+Permission to use, copy, modify, and/or distribute this software for any
+purpose with or without fee is hereby granted.
+
+THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
+REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
+AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
+INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
+LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
+OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
+PERFORMANCE OF THIS SOFTWARE.
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r.subscribe(({url:o})=>{e.setAttribute("data-clipboard-text",e.href),e.href=`${o}`}),b(e,"click").pipe(Q(n)).subscribe(o=>o.preventDefault()),as(e,t).pipe(S(o=>r.next(o)),R(()=>r.complete()),l(o=>P({ref:e},o)))}function ni(e,{worker$:t,keyboard$:r}){let n=new x,o=xe("search-query"),i=L(b(o,"keydown"),b(o,"focus")).pipe(Ae(ae),l(()=>o.value),J());return n.pipe(Je(i),l(([{suggest:a},f])=>{let c=f.split(/([\s-]+)/);if(a!=null&&a.length&&c[c.length-1]){let u=a[a.length-1];u.startsWith(c[c.length-1])&&(c[c.length-1]=u)}else c.length=0;return c})).subscribe(a=>e.innerHTML=a.join("").replace(/\s/g,"&nbsp;")),r.pipe(A(({mode:a})=>a==="search")).subscribe(a=>{switch(a.type){case"ArrowRight":e.innerText.length&&o.selectionStart===o.value.length&&(o.value=e.innerText);break}}),t.pipe(A(dr),l(({data:a})=>a)).pipe(S(a=>n.next(a)),R(()=>n.complete()),l(()=>({ref:e})))}function oi(e,{index$:t,keyboard$:r}){let n=me();try{let 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o=n,{header$:t}=o,r=on(o,["header$"]);let i=z(".md-sidebar__scrollwrap",e),{y:s}=Xe(i);return $(()=>{let a=new x,f=a.pipe(Z(),te(!0)),c=a.pipe(Ce(0,Oe));return c.pipe(ne(t)).subscribe({next([{height:u},{height:p}]){i.style.height=`${u-2*s}px`,e.style.top=`${p}px`},complete(){i.style.height="",e.style.top=""}}),c.pipe(Pe()).subscribe(()=>{for(let u of K(".md-nav__link--active[href]",e)){let p=ar(u);if(typeof p!="undefined"){let m=u.offsetTop-p.offsetTop,{height:d}=he(p);p.scrollTo({top:m-d/2})}}}),ue(K("label[tabindex]",e)).pipe(se(u=>b(u,"click").pipe(l(()=>u),Q(f)))).subscribe(u=>{let p=z(`[id="${u.htmlFor}"]`);z(`[aria-labelledby="${u.id}"]`).setAttribute("aria-expanded",`${p.checked}`)}),ss(e,r).pipe(S(u=>a.next(u)),R(()=>a.complete()),l(u=>P({ref:e},u)))})}function ai(e,t){if(typeof t!="undefined"){let r=`https://api.github.com/repos/${e}/${t}`;return 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Ze=Do(xe("header"),{viewport$:Se}),At=it.pipe(l(()=>xe("main")),g(e=>No(e,{viewport$:Se,header$:Ze})),X(1)),hs=L(...oe("consent").map(e=>yo(e,{target$:gt})),...oe("dialog").map(e=>Wo(e,{alert$:en})),...oe("header").map(e=>Vo(e,{viewport$:Se,header$:Ze,main$:At})),...oe("palette").map(e=>qo(e)),...oe("search").map(e=>oi(e,{index$:yi,keyboard$:Zr})),...oe("source").map(e=>fi(e))),bs=$(()=>L(...oe("announce").map(e=>go(e)),...oe("content").map(e=>Uo(e,{viewport$:Se,target$:gt,print$:gi})),...oe("content").map(e=>re("search.highlight")?ii(e,{index$:yi,location$:Ct}):M),...oe("header-title").map(e=>zo(e,{viewport$:Se,header$:Ze})),...oe("sidebar").map(e=>e.getAttribute("data-md-type")==="navigation"?zr(vi,()=>Jr(e,{viewport$:Se,header$:Ze,main$:At})):zr(hr,()=>Jr(e,{viewport$:Se,header$:Ze,main$:At}))),...oe("tabs").map(e=>ui(e,{viewport$:Se,header$:Ze})),...oe("toc").map(e=>pi(e,{viewport$:Se,header$:Ze,main$:At,target$:gt})),...oe("top").map(e=>li(e,{viewport$:Se,header$:Ze,main$:At,target$:gt})))),xi=it.pipe(g(()=>bs),qe(hs),X(1));xi.subscribe();window.document$=it;window.location$=Ct;window.target$=gt;window.keyboard$=Zr;window.viewport$=Se;window.tablet$=hr;window.screen$=vi;window.print$=gi;window.alert$=en;window.component$=xi;})();
+//# sourceMappingURL=bundle.220ee61c.min.js.map
+
diff --git a/0.11.1/assets/javascripts/bundle.220ee61c.min.js.map b/0.11.1/assets/javascripts/bundle.220ee61c.min.js.map
new file mode 100644
index 00000000..fb30b5da
--- /dev/null
+++ b/0.11.1/assets/javascripts/bundle.220ee61c.min.js.map
@@ -0,0 +1,8 @@
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"node_modules/rxjs/src/internal/operators/throwIfEmpty.ts", "node_modules/rxjs/src/internal/operators/endWith.ts", "node_modules/rxjs/src/internal/operators/finalize.ts", "node_modules/rxjs/src/internal/operators/first.ts", "node_modules/rxjs/src/internal/operators/merge.ts", "node_modules/rxjs/src/internal/operators/mergeWith.ts", "node_modules/rxjs/src/internal/operators/repeat.ts", "node_modules/rxjs/src/internal/operators/scan.ts", "node_modules/rxjs/src/internal/operators/share.ts", "node_modules/rxjs/src/internal/operators/shareReplay.ts", "node_modules/rxjs/src/internal/operators/skip.ts", "node_modules/rxjs/src/internal/operators/skipUntil.ts", "node_modules/rxjs/src/internal/operators/startWith.ts", "node_modules/rxjs/src/internal/operators/switchMap.ts", "node_modules/rxjs/src/internal/operators/takeUntil.ts", "node_modules/rxjs/src/internal/operators/takeWhile.ts", "node_modules/rxjs/src/internal/operators/tap.ts", "node_modules/rxjs/src/internal/operators/throttle.ts", "node_modules/rxjs/src/internal/operators/throttleTime.ts", "node_modules/rxjs/src/internal/operators/withLatestFrom.ts", "node_modules/rxjs/src/internal/operators/zip.ts", "node_modules/rxjs/src/internal/operators/zipWith.ts", "src/assets/javascripts/browser/document/index.ts", "src/assets/javascripts/browser/element/_/index.ts", "src/assets/javascripts/browser/element/focus/index.ts", "src/assets/javascripts/browser/element/offset/_/index.ts", "src/assets/javascripts/browser/element/offset/content/index.ts", "node_modules/resize-observer-polyfill/dist/ResizeObserver.es.js", "src/assets/javascripts/browser/element/size/_/index.ts", "src/assets/javascripts/browser/element/size/content/index.ts", "src/assets/javascripts/browser/element/visibility/index.ts", "src/assets/javascripts/browser/toggle/index.ts", "src/assets/javascripts/browser/keyboard/index.ts", "src/assets/javascripts/browser/location/_/index.ts", "src/assets/javascripts/utilities/h/index.ts", 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"src/assets/javascripts/components/palette/index.ts", "src/assets/javascripts/integrations/clipboard/index.ts", "src/assets/javascripts/integrations/sitemap/index.ts", "src/assets/javascripts/integrations/instant/index.ts", "src/assets/javascripts/integrations/search/highlighter/index.ts", "src/assets/javascripts/integrations/search/worker/message/index.ts", "src/assets/javascripts/integrations/search/worker/_/index.ts", "src/assets/javascripts/integrations/version/index.ts", "src/assets/javascripts/components/search/query/index.ts", "src/assets/javascripts/components/search/result/index.ts", "src/assets/javascripts/components/search/share/index.ts", "src/assets/javascripts/components/search/suggest/index.ts", "src/assets/javascripts/components/search/_/index.ts", "src/assets/javascripts/components/search/highlight/index.ts", "src/assets/javascripts/components/sidebar/index.ts", "src/assets/javascripts/components/source/facts/github/index.ts", "src/assets/javascripts/components/source/facts/gitlab/index.ts", "src/assets/javascripts/components/source/facts/_/index.ts", "src/assets/javascripts/components/source/_/index.ts", "src/assets/javascripts/components/tabs/index.ts", "src/assets/javascripts/components/toc/index.ts", "src/assets/javascripts/components/top/index.ts", "src/assets/javascripts/patches/indeterminate/index.ts", "src/assets/javascripts/patches/scrollfix/index.ts", "src/assets/javascripts/patches/scrolllock/index.ts", "src/assets/javascripts/polyfills/index.ts"],
+  "sourceRoot": "../../..",
+  "sourcesContent": ["(function (global, factory) {\n  typeof exports === 'object' && typeof module !== 'undefined' ? factory() :\n  typeof define === 'function' && define.amd ? define(factory) :\n  (factory());\n}(this, (function () { 'use strict';\n\n  /**\n   * Applies the :focus-visible polyfill at the given scope.\n   * A scope in this case is either the top-level Document or a Shadow Root.\n   *\n   * @param {(Document|ShadowRoot)} scope\n   * @see https://github.com/WICG/focus-visible\n   */\n  function applyFocusVisiblePolyfill(scope) {\n    var hadKeyboardEvent = true;\n    var hadFocusVisibleRecently = false;\n    var hadFocusVisibleRecentlyTimeout = null;\n\n    var inputTypesAllowlist = {\n      text: true,\n      search: true,\n      url: true,\n      tel: true,\n      email: true,\n      password: true,\n      number: true,\n      date: true,\n      month: true,\n      week: true,\n      time: true,\n      datetime: true,\n      'datetime-local': true\n    };\n\n    /**\n     * Helper function for legacy browsers and iframes which sometimes focus\n     * elements like document, body, and non-interactive SVG.\n     * @param {Element} el\n     */\n    function isValidFocusTarget(el) {\n      if (\n        el &&\n        el !== document &&\n        el.nodeName !== 'HTML' &&\n        el.nodeName !== 'BODY' &&\n        'classList' in el &&\n        'contains' in el.classList\n      ) {\n        return true;\n      }\n      return false;\n    }\n\n    /**\n     * Computes whether the given element should automatically trigger the\n     * `focus-visible` class being added, i.e. whether it should always match\n     * `:focus-visible` when focused.\n     * @param {Element} el\n     * @return {boolean}\n     */\n    function focusTriggersKeyboardModality(el) {\n      var type = el.type;\n      var tagName = el.tagName;\n\n      if (tagName === 'INPUT' && inputTypesAllowlist[type] && !el.readOnly) {\n        return true;\n      }\n\n      if (tagName === 'TEXTAREA' && !el.readOnly) {\n        return true;\n      }\n\n      if (el.isContentEditable) {\n        return true;\n      }\n\n      return false;\n    }\n\n    /**\n     * Add the `focus-visible` class to the given element if it was not added by\n     * the author.\n     * @param {Element} el\n     */\n    function addFocusVisibleClass(el) {\n      if (el.classList.contains('focus-visible')) {\n        return;\n      }\n      el.classList.add('focus-visible');\n      el.setAttribute('data-focus-visible-added', '');\n    }\n\n    /**\n     * Remove the `focus-visible` class from the given element if it was not\n     * originally added by the author.\n     * @param {Element} el\n     */\n    function removeFocusVisibleClass(el) {\n      if (!el.hasAttribute('data-focus-visible-added')) {\n        return;\n      }\n      el.classList.remove('focus-visible');\n      el.removeAttribute('data-focus-visible-added');\n    }\n\n    /**\n     * If the most recent user interaction was via the keyboard;\n     * and the key press did not include a meta, alt/option, or control key;\n     * then the modality is keyboard. Otherwise, the modality is not keyboard.\n     * Apply `focus-visible` to any current active element and keep track\n     * of our keyboard modality state with `hadKeyboardEvent`.\n     * @param {KeyboardEvent} e\n     */\n    function onKeyDown(e) {\n      if (e.metaKey || e.altKey || e.ctrlKey) {\n        return;\n      }\n\n      if (isValidFocusTarget(scope.activeElement)) {\n        addFocusVisibleClass(scope.activeElement);\n      }\n\n      hadKeyboardEvent = true;\n    }\n\n    /**\n     * If at any point a user clicks with a pointing device, ensure that we change\n     * the modality away from keyboard.\n     * This avoids the situation where a user presses a key on an already focused\n     * element, and then clicks on a different element, focusing it with a\n     * pointing device, while we still think we're in keyboard modality.\n     * @param {Event} e\n     */\n    function onPointerDown(e) {\n      hadKeyboardEvent = false;\n    }\n\n    /**\n     * On `focus`, add the `focus-visible` class to the target if:\n     * - the target received focus as a result of keyboard navigation, or\n     * - the event target is an element that will likely require interaction\n     *   via the keyboard (e.g. a text box)\n     * @param {Event} e\n     */\n    function onFocus(e) {\n      // Prevent IE from focusing the document or HTML element.\n      if (!isValidFocusTarget(e.target)) {\n        return;\n      }\n\n      if (hadKeyboardEvent || focusTriggersKeyboardModality(e.target)) {\n        addFocusVisibleClass(e.target);\n      }\n    }\n\n    /**\n     * On `blur`, remove the `focus-visible` class from the target.\n     * @param {Event} e\n     */\n    function onBlur(e) {\n      if (!isValidFocusTarget(e.target)) {\n        return;\n      }\n\n      if (\n        e.target.classList.contains('focus-visible') ||\n        e.target.hasAttribute('data-focus-visible-added')\n      ) {\n        // To detect a tab/window switch, we look for a blur event followed\n        // rapidly by a visibility change.\n        // If we don't see a visibility change within 100ms, it's probably a\n        // regular focus change.\n        hadFocusVisibleRecently = true;\n        window.clearTimeout(hadFocusVisibleRecentlyTimeout);\n        hadFocusVisibleRecentlyTimeout = window.setTimeout(function() {\n          hadFocusVisibleRecently = false;\n        }, 100);\n        removeFocusVisibleClass(e.target);\n      }\n    }\n\n    /**\n     * If the user changes tabs, keep track of whether or not the previously\n     * focused element had .focus-visible.\n     * @param {Event} e\n     */\n    function onVisibilityChange(e) {\n      if (document.visibilityState === 'hidden') {\n        // If the tab becomes active again, the browser will handle calling focus\n        // on the element (Safari actually calls it twice).\n        // If this tab change caused a blur on an element with focus-visible,\n        // re-apply the class when the user switches back to the tab.\n        if (hadFocusVisibleRecently) {\n          hadKeyboardEvent = true;\n        }\n        addInitialPointerMoveListeners();\n      }\n    }\n\n    /**\n     * Add a group of listeners to detect usage of any pointing devices.\n     * These listeners will be added when the polyfill first loads, and anytime\n     * the window is blurred, so that they are active when the window regains\n     * focus.\n     */\n    function addInitialPointerMoveListeners() {\n      document.addEventListener('mousemove', onInitialPointerMove);\n      document.addEventListener('mousedown', onInitialPointerMove);\n      document.addEventListener('mouseup', onInitialPointerMove);\n      document.addEventListener('pointermove', onInitialPointerMove);\n      document.addEventListener('pointerdown', onInitialPointerMove);\n      document.addEventListener('pointerup', onInitialPointerMove);\n      document.addEventListener('touchmove', onInitialPointerMove);\n      document.addEventListener('touchstart', onInitialPointerMove);\n      document.addEventListener('touchend', onInitialPointerMove);\n    }\n\n    function removeInitialPointerMoveListeners() {\n      document.removeEventListener('mousemove', onInitialPointerMove);\n      document.removeEventListener('mousedown', onInitialPointerMove);\n      document.removeEventListener('mouseup', onInitialPointerMove);\n      document.removeEventListener('pointermove', onInitialPointerMove);\n      document.removeEventListener('pointerdown', onInitialPointerMove);\n      document.removeEventListener('pointerup', onInitialPointerMove);\n      document.removeEventListener('touchmove', onInitialPointerMove);\n      document.removeEventListener('touchstart', onInitialPointerMove);\n      document.removeEventListener('touchend', onInitialPointerMove);\n    }\n\n    /**\n     * When the polfyill first loads, assume the user is in keyboard modality.\n     * If any event is received from a pointing device (e.g. mouse, pointer,\n     * touch), turn off keyboard modality.\n     * This accounts for situations where focus enters the page from the URL bar.\n     * @param {Event} e\n     */\n    function onInitialPointerMove(e) {\n      // Work around a Safari quirk that fires a mousemove on <html> whenever the\n      // window blurs, even if you're tabbing out of the page. \u00AF\\_(\u30C4)_/\u00AF\n      if (e.target.nodeName && e.target.nodeName.toLowerCase() === 'html') {\n        return;\n      }\n\n      hadKeyboardEvent = false;\n      removeInitialPointerMoveListeners();\n    }\n\n    // For some kinds of state, we are interested in changes at the global scope\n    // only. For example, global pointer input, global key presses and global\n    // visibility change should affect the state at every scope:\n    document.addEventListener('keydown', onKeyDown, true);\n    document.addEventListener('mousedown', onPointerDown, true);\n    document.addEventListener('pointerdown', onPointerDown, true);\n    document.addEventListener('touchstart', onPointerDown, true);\n    document.addEventListener('visibilitychange', onVisibilityChange, true);\n\n    addInitialPointerMoveListeners();\n\n    // For focus and blur, we specifically care about state changes in the local\n    // scope. This is because focus / blur events that originate from within a\n    // shadow root are not re-dispatched from the host element if it was already\n    // the active element in its own scope:\n    scope.addEventListener('focus', onFocus, true);\n    scope.addEventListener('blur', onBlur, true);\n\n    // We detect that a node is a ShadowRoot by ensuring that it is a\n    // DocumentFragment and also has a host property. This check covers native\n    // implementation and polyfill implementation transparently. If we only cared\n    // about the native implementation, we could just check if the scope was\n    // an instance of a ShadowRoot.\n    if (scope.nodeType === Node.DOCUMENT_FRAGMENT_NODE && scope.host) {\n      // Since a ShadowRoot is a special kind of DocumentFragment, it does not\n      // have a root element to add a class to. So, we add this attribute to the\n      // host element instead:\n      scope.host.setAttribute('data-js-focus-visible', '');\n    } else if (scope.nodeType === Node.DOCUMENT_NODE) {\n      document.documentElement.classList.add('js-focus-visible');\n      document.documentElement.setAttribute('data-js-focus-visible', '');\n    }\n  }\n\n  // It is important to wrap all references to global window and document in\n  // these checks to support server-side rendering use cases\n  // @see https://github.com/WICG/focus-visible/issues/199\n  if (typeof window !== 'undefined' && typeof document !== 'undefined') {\n    // Make the polyfill helper globally available. This can be used as a signal\n    // to interested libraries that wish to coordinate with the polyfill for e.g.,\n    // applying the polyfill to a shadow root:\n    window.applyFocusVisiblePolyfill = applyFocusVisiblePolyfill;\n\n    // Notify interested libraries of the polyfill's presence, in case the\n    // polyfill was loaded lazily:\n    var event;\n\n    try {\n      event = new CustomEvent('focus-visible-polyfill-ready');\n    } catch (error) {\n      // IE11 does not support using CustomEvent as a constructor directly:\n      event = document.createEvent('CustomEvent');\n      event.initCustomEvent('focus-visible-polyfill-ready', false, false, {});\n    }\n\n    window.dispatchEvent(event);\n  }\n\n  if (typeof document !== 'undefined') {\n    // Apply the polyfill to the global document, so that no JavaScript\n    // coordination is required to use the polyfill in the top-level document:\n    applyFocusVisiblePolyfill(document);\n  }\n\n})));\n", "(function(global) {\r\n  /**\r\n   * Polyfill URLSearchParams\r\n   *\r\n   * Inspired from : https://github.com/WebReflection/url-search-params/blob/master/src/url-search-params.js\r\n   */\r\n\r\n  var checkIfIteratorIsSupported = function() {\r\n    try {\r\n      return !!Symbol.iterator;\r\n    } catch (error) {\r\n      return false;\r\n    }\r\n  };\r\n\r\n\r\n  var iteratorSupported = checkIfIteratorIsSupported();\r\n\r\n  var createIterator = function(items) {\r\n    var iterator = {\r\n      next: function() {\r\n        var value = items.shift();\r\n        return { done: value === void 0, value: value };\r\n      }\r\n    };\r\n\r\n    if (iteratorSupported) {\r\n      iterator[Symbol.iterator] = function() {\r\n        return iterator;\r\n      };\r\n    }\r\n\r\n    return iterator;\r\n  };\r\n\r\n  /**\r\n   * Search param name and values should be encoded according to https://url.spec.whatwg.org/#urlencoded-serializing\r\n   * encodeURIComponent() produces the same result except encoding spaces as `%20` instead of `+`.\r\n   */\r\n  var serializeParam = function(value) {\r\n    return encodeURIComponent(value).replace(/%20/g, '+');\r\n  };\r\n\r\n  var deserializeParam = function(value) {\r\n    return decodeURIComponent(String(value).replace(/\\+/g, ' '));\r\n  };\r\n\r\n  var polyfillURLSearchParams = function() {\r\n\r\n    var URLSearchParams = function(searchString) {\r\n      Object.defineProperty(this, '_entries', { writable: true, value: {} });\r\n      var typeofSearchString = typeof searchString;\r\n\r\n      if (typeofSearchString === 'undefined') {\r\n        // do nothing\r\n      } else if (typeofSearchString === 'string') {\r\n        if (searchString !== '') {\r\n          this._fromString(searchString);\r\n        }\r\n      } else if (searchString instanceof URLSearchParams) {\r\n        var _this = this;\r\n        searchString.forEach(function(value, name) {\r\n          _this.append(name, value);\r\n        });\r\n      } else if ((searchString !== null) && (typeofSearchString === 'object')) {\r\n        if (Object.prototype.toString.call(searchString) === '[object Array]') {\r\n          for (var i = 0; i < searchString.length; i++) {\r\n            var entry = searchString[i];\r\n            if ((Object.prototype.toString.call(entry) === '[object Array]') || (entry.length !== 2)) {\r\n              this.append(entry[0], entry[1]);\r\n            } else {\r\n              throw new TypeError('Expected [string, any] as entry at index ' + i + ' of URLSearchParams\\'s input');\r\n            }\r\n          }\r\n        } else {\r\n          for (var key in searchString) {\r\n            if (searchString.hasOwnProperty(key)) {\r\n              this.append(key, searchString[key]);\r\n            }\r\n          }\r\n        }\r\n      } else {\r\n        throw new TypeError('Unsupported input\\'s type for URLSearchParams');\r\n      }\r\n    };\r\n\r\n    var proto = URLSearchParams.prototype;\r\n\r\n    proto.append = function(name, value) {\r\n      if (name in this._entries) {\r\n        this._entries[name].push(String(value));\r\n      } else {\r\n        this._entries[name] = [String(value)];\r\n      }\r\n    };\r\n\r\n    proto.delete = function(name) {\r\n      delete this._entries[name];\r\n    };\r\n\r\n    proto.get = function(name) {\r\n      return (name in this._entries) ? this._entries[name][0] : null;\r\n    };\r\n\r\n    proto.getAll = function(name) {\r\n      return (name in this._entries) ? this._entries[name].slice(0) : [];\r\n    };\r\n\r\n    proto.has = function(name) {\r\n      return (name in this._entries);\r\n    };\r\n\r\n    proto.set = function(name, value) {\r\n      this._entries[name] = [String(value)];\r\n    };\r\n\r\n    proto.forEach = function(callback, thisArg) {\r\n      var entries;\r\n      for (var name in this._entries) {\r\n        if (this._entries.hasOwnProperty(name)) {\r\n          entries = this._entries[name];\r\n          for (var i = 0; i < entries.length; i++) {\r\n            callback.call(thisArg, entries[i], name, this);\r\n          }\r\n        }\r\n      }\r\n    };\r\n\r\n    proto.keys = function() {\r\n      var items = [];\r\n      this.forEach(function(value, name) {\r\n        items.push(name);\r\n      });\r\n      return createIterator(items);\r\n    };\r\n\r\n    proto.values = function() {\r\n      var items = [];\r\n      this.forEach(function(value) {\r\n        items.push(value);\r\n      });\r\n      return createIterator(items);\r\n    };\r\n\r\n    proto.entries = function() {\r\n      var items = [];\r\n      this.forEach(function(value, name) {\r\n        items.push([name, value]);\r\n      });\r\n      return createIterator(items);\r\n    };\r\n\r\n    if (iteratorSupported) {\r\n      proto[Symbol.iterator] = proto.entries;\r\n    }\r\n\r\n    proto.toString = function() {\r\n      var searchArray = [];\r\n      this.forEach(function(value, name) {\r\n        searchArray.push(serializeParam(name) + '=' + serializeParam(value));\r\n      });\r\n      return searchArray.join('&');\r\n    };\r\n\r\n\r\n    global.URLSearchParams = URLSearchParams;\r\n  };\r\n\r\n  var checkIfURLSearchParamsSupported = function() {\r\n    try {\r\n      var URLSearchParams = global.URLSearchParams;\r\n\r\n      return (\r\n        (new URLSearchParams('?a=1').toString() === 'a=1') &&\r\n        (typeof URLSearchParams.prototype.set === 'function') &&\r\n        (typeof URLSearchParams.prototype.entries === 'function')\r\n      );\r\n    } catch (e) {\r\n      return false;\r\n    }\r\n  };\r\n\r\n  if (!checkIfURLSearchParamsSupported()) {\r\n    polyfillURLSearchParams();\r\n  }\r\n\r\n  var proto = global.URLSearchParams.prototype;\r\n\r\n  if (typeof proto.sort !== 'function') {\r\n    proto.sort = function() {\r\n      var _this = this;\r\n      var items = [];\r\n      this.forEach(function(value, name) {\r\n        items.push([name, value]);\r\n        if (!_this._entries) {\r\n          _this.delete(name);\r\n        }\r\n      });\r\n      items.sort(function(a, b) {\r\n        if (a[0] < b[0]) {\r\n          return -1;\r\n        } else if (a[0] > b[0]) {\r\n          return +1;\r\n        } else {\r\n          return 0;\r\n        }\r\n      });\r\n      if (_this._entries) { // force reset because IE keeps keys index\r\n        _this._entries = {};\r\n      }\r\n      for (var i = 0; i < items.length; i++) {\r\n        this.append(items[i][0], items[i][1]);\r\n      }\r\n    };\r\n  }\r\n\r\n  if (typeof proto._fromString !== 'function') {\r\n    Object.defineProperty(proto, '_fromString', {\r\n      enumerable: false,\r\n      configurable: false,\r\n      writable: false,\r\n      value: function(searchString) {\r\n        if (this._entries) {\r\n          this._entries = {};\r\n        } else {\r\n          var keys = [];\r\n          this.forEach(function(value, name) {\r\n            keys.push(name);\r\n          });\r\n          for (var i = 0; i < keys.length; i++) {\r\n            this.delete(keys[i]);\r\n          }\r\n        }\r\n\r\n        searchString = searchString.replace(/^\\?/, '');\r\n        var attributes = searchString.split('&');\r\n        var attribute;\r\n        for (var i = 0; i < attributes.length; i++) {\r\n          attribute = attributes[i].split('=');\r\n          this.append(\r\n            deserializeParam(attribute[0]),\r\n            (attribute.length > 1) ? deserializeParam(attribute[1]) : ''\r\n          );\r\n        }\r\n      }\r\n    });\r\n  }\r\n\r\n  // HTMLAnchorElement\r\n\r\n})(\r\n  (typeof global !== 'undefined') ? global\r\n    : ((typeof window !== 'undefined') ? window\r\n    : ((typeof self !== 'undefined') ? self : this))\r\n);\r\n\r\n(function(global) {\r\n  /**\r\n   * Polyfill URL\r\n   *\r\n   * Inspired from : https://github.com/arv/DOM-URL-Polyfill/blob/master/src/url.js\r\n   */\r\n\r\n  var checkIfURLIsSupported = function() {\r\n    try {\r\n      var u = new global.URL('b', 'http://a');\r\n      u.pathname = 'c d';\r\n      return (u.href === 'http://a/c%20d') && u.searchParams;\r\n    } catch (e) {\r\n      return false;\r\n    }\r\n  };\r\n\r\n\r\n  var polyfillURL = function() {\r\n    var _URL = global.URL;\r\n\r\n    var URL = function(url, base) {\r\n      if (typeof url !== 'string') url = String(url);\r\n      if (base && typeof base !== 'string') base = String(base);\r\n\r\n      // Only create another document if the base is different from current location.\r\n      var doc = document, baseElement;\r\n      if (base && (global.location === void 0 || base !== global.location.href)) {\r\n        base = base.toLowerCase();\r\n        doc = document.implementation.createHTMLDocument('');\r\n        baseElement = doc.createElement('base');\r\n        baseElement.href = base;\r\n        doc.head.appendChild(baseElement);\r\n        try {\r\n          if (baseElement.href.indexOf(base) !== 0) throw new Error(baseElement.href);\r\n        } catch (err) {\r\n          throw new Error('URL unable to set base ' + base + ' due to ' + err);\r\n        }\r\n      }\r\n\r\n      var anchorElement = doc.createElement('a');\r\n      anchorElement.href = url;\r\n      if (baseElement) {\r\n        doc.body.appendChild(anchorElement);\r\n        anchorElement.href = anchorElement.href; // force href to refresh\r\n      }\r\n\r\n      var inputElement = doc.createElement('input');\r\n      inputElement.type = 'url';\r\n      inputElement.value = url;\r\n\r\n      if (anchorElement.protocol === ':' || !/:/.test(anchorElement.href) || (!inputElement.checkValidity() && !base)) {\r\n        throw new TypeError('Invalid URL');\r\n      }\r\n\r\n      Object.defineProperty(this, '_anchorElement', {\r\n        value: anchorElement\r\n      });\r\n\r\n\r\n      // create a linked searchParams which reflect its changes on URL\r\n      var searchParams = new global.URLSearchParams(this.search);\r\n      var enableSearchUpdate = true;\r\n      var enableSearchParamsUpdate = true;\r\n      var _this = this;\r\n      ['append', 'delete', 'set'].forEach(function(methodName) {\r\n        var method = searchParams[methodName];\r\n        searchParams[methodName] = function() {\r\n          method.apply(searchParams, arguments);\r\n          if (enableSearchUpdate) {\r\n            enableSearchParamsUpdate = false;\r\n            _this.search = searchParams.toString();\r\n            enableSearchParamsUpdate = true;\r\n          }\r\n        };\r\n      });\r\n\r\n      Object.defineProperty(this, 'searchParams', {\r\n        value: searchParams,\r\n        enumerable: true\r\n      });\r\n\r\n      var search = void 0;\r\n      Object.defineProperty(this, '_updateSearchParams', {\r\n        enumerable: false,\r\n        configurable: false,\r\n        writable: false,\r\n        value: function() {\r\n          if (this.search !== search) {\r\n            search = this.search;\r\n            if (enableSearchParamsUpdate) {\r\n              enableSearchUpdate = false;\r\n              this.searchParams._fromString(this.search);\r\n              enableSearchUpdate = true;\r\n            }\r\n          }\r\n        }\r\n      });\r\n    };\r\n\r\n    var proto = URL.prototype;\r\n\r\n    var linkURLWithAnchorAttribute = function(attributeName) {\r\n      Object.defineProperty(proto, attributeName, {\r\n        get: function() {\r\n          return this._anchorElement[attributeName];\r\n        },\r\n        set: function(value) {\r\n          this._anchorElement[attributeName] = value;\r\n        },\r\n        enumerable: true\r\n      });\r\n    };\r\n\r\n    ['hash', 'host', 'hostname', 'port', 'protocol']\r\n      .forEach(function(attributeName) {\r\n        linkURLWithAnchorAttribute(attributeName);\r\n      });\r\n\r\n    Object.defineProperty(proto, 'search', {\r\n      get: function() {\r\n        return this._anchorElement['search'];\r\n      },\r\n      set: function(value) {\r\n        this._anchorElement['search'] = value;\r\n        this._updateSearchParams();\r\n      },\r\n      enumerable: true\r\n    });\r\n\r\n    Object.defineProperties(proto, {\r\n\r\n      'toString': {\r\n        get: function() {\r\n          var _this = this;\r\n          return function() {\r\n            return _this.href;\r\n          };\r\n        }\r\n      },\r\n\r\n      'href': {\r\n        get: function() {\r\n          return this._anchorElement.href.replace(/\\?$/, '');\r\n        },\r\n        set: function(value) {\r\n          this._anchorElement.href = value;\r\n          this._updateSearchParams();\r\n        },\r\n        enumerable: true\r\n      },\r\n\r\n      'pathname': {\r\n        get: function() {\r\n          return this._anchorElement.pathname.replace(/(^\\/?)/, '/');\r\n        },\r\n        set: function(value) {\r\n          this._anchorElement.pathname = value;\r\n        },\r\n        enumerable: true\r\n      },\r\n\r\n      'origin': {\r\n        get: function() {\r\n          // get expected port from protocol\r\n          var expectedPort = { 'http:': 80, 'https:': 443, 'ftp:': 21 }[this._anchorElement.protocol];\r\n          // add port to origin if, expected port is different than actual port\r\n          // and it is not empty f.e http://foo:8080\r\n          // 8080 != 80 && 8080 != ''\r\n          var addPortToOrigin = this._anchorElement.port != expectedPort &&\r\n            this._anchorElement.port !== '';\r\n\r\n          return this._anchorElement.protocol +\r\n            '//' +\r\n            this._anchorElement.hostname +\r\n            (addPortToOrigin ? (':' + this._anchorElement.port) : '');\r\n        },\r\n        enumerable: true\r\n      },\r\n\r\n      'password': { // TODO\r\n        get: function() {\r\n          return '';\r\n        },\r\n        set: function(value) {\r\n        },\r\n        enumerable: true\r\n      },\r\n\r\n      'username': { // TODO\r\n        get: function() {\r\n          return '';\r\n        },\r\n        set: function(value) {\r\n        },\r\n        enumerable: true\r\n      },\r\n    });\r\n\r\n    URL.createObjectURL = function(blob) {\r\n      return _URL.createObjectURL.apply(_URL, arguments);\r\n    };\r\n\r\n    URL.revokeObjectURL = function(url) {\r\n      return _URL.revokeObjectURL.apply(_URL, arguments);\r\n    };\r\n\r\n    global.URL = URL;\r\n\r\n  };\r\n\r\n  if (!checkIfURLIsSupported()) {\r\n    polyfillURL();\r\n  }\r\n\r\n  if ((global.location !== void 0) && !('origin' in global.location)) {\r\n    var getOrigin = function() {\r\n      return global.location.protocol + '//' + global.location.hostname + (global.location.port ? (':' + global.location.port) : '');\r\n    };\r\n\r\n    try {\r\n      Object.defineProperty(global.location, 'origin', {\r\n        get: getOrigin,\r\n        enumerable: true\r\n      });\r\n    } catch (e) {\r\n      setInterval(function() {\r\n        global.location.origin = getOrigin();\r\n      }, 100);\r\n    }\r\n  }\r\n\r\n})(\r\n  (typeof global !== 'undefined') ? global\r\n    : ((typeof window !== 'undefined') ? window\r\n    : ((typeof self !== 'undefined') ? self : this))\r\n);\r\n", "/*!\n * clipboard.js v2.0.11\n * https://clipboardjs.com/\n *\n * Licensed MIT \u00A9 Zeno Rocha\n */\n(function webpackUniversalModuleDefinition(root, factory) {\n\tif(typeof exports === 'object' && typeof module === 'object')\n\t\tmodule.exports = factory();\n\telse if(typeof define === 'function' && define.amd)\n\t\tdefine([], factory);\n\telse if(typeof exports === 'object')\n\t\texports[\"ClipboardJS\"] = factory();\n\telse\n\t\troot[\"ClipboardJS\"] = factory();\n})(this, function() {\nreturn /******/ (function() { // webpackBootstrap\n/******/ \tvar __webpack_modules__ = ({\n\n/***/ 686:\n/***/ (function(__unused_webpack_module, __webpack_exports__, __webpack_require__) {\n\n\"use strict\";\n\n// EXPORTS\n__webpack_require__.d(__webpack_exports__, {\n  \"default\": function() { return /* binding */ clipboard; }\n});\n\n// EXTERNAL MODULE: ./node_modules/tiny-emitter/index.js\nvar tiny_emitter = __webpack_require__(279);\nvar tiny_emitter_default = /*#__PURE__*/__webpack_require__.n(tiny_emitter);\n// EXTERNAL MODULE: ./node_modules/good-listener/src/listen.js\nvar listen = __webpack_require__(370);\nvar listen_default = /*#__PURE__*/__webpack_require__.n(listen);\n// EXTERNAL MODULE: ./node_modules/select/src/select.js\nvar src_select = __webpack_require__(817);\nvar select_default = /*#__PURE__*/__webpack_require__.n(src_select);\n;// CONCATENATED MODULE: ./src/common/command.js\n/**\n * Executes a given operation type.\n * @param {String} type\n * @return {Boolean}\n */\nfunction command(type) {\n  try {\n    return document.execCommand(type);\n  } catch (err) {\n    return false;\n  }\n}\n;// CONCATENATED MODULE: ./src/actions/cut.js\n\n\n/**\n * Cut action wrapper.\n * @param {String|HTMLElement} target\n * @return {String}\n */\n\nvar ClipboardActionCut = function ClipboardActionCut(target) {\n  var selectedText = select_default()(target);\n  command('cut');\n  return selectedText;\n};\n\n/* harmony default export */ var actions_cut = (ClipboardActionCut);\n;// CONCATENATED MODULE: ./src/common/create-fake-element.js\n/**\n * Creates a fake textarea element with a value.\n * @param {String} value\n * @return {HTMLElement}\n */\nfunction createFakeElement(value) {\n  var isRTL = document.documentElement.getAttribute('dir') === 'rtl';\n  var fakeElement = document.createElement('textarea'); // Prevent zooming on iOS\n\n  fakeElement.style.fontSize = '12pt'; // Reset box model\n\n  fakeElement.style.border = '0';\n  fakeElement.style.padding = '0';\n  fakeElement.style.margin = '0'; // Move element out of screen horizontally\n\n  fakeElement.style.position = 'absolute';\n  fakeElement.style[isRTL ? 'right' : 'left'] = '-9999px'; // Move element to the same position vertically\n\n  var yPosition = window.pageYOffset || document.documentElement.scrollTop;\n  fakeElement.style.top = \"\".concat(yPosition, \"px\");\n  fakeElement.setAttribute('readonly', '');\n  fakeElement.value = value;\n  return fakeElement;\n}\n;// CONCATENATED MODULE: ./src/actions/copy.js\n\n\n\n/**\n * Create fake copy action wrapper using a fake element.\n * @param {String} target\n * @param {Object} options\n * @return {String}\n */\n\nvar fakeCopyAction = function fakeCopyAction(value, options) {\n  var fakeElement = createFakeElement(value);\n  options.container.appendChild(fakeElement);\n  var selectedText = select_default()(fakeElement);\n  command('copy');\n  fakeElement.remove();\n  return selectedText;\n};\n/**\n * Copy action wrapper.\n * @param {String|HTMLElement} target\n * @param {Object} options\n * @return {String}\n */\n\n\nvar ClipboardActionCopy = function ClipboardActionCopy(target) {\n  var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n    container: document.body\n  };\n  var selectedText = '';\n\n  if (typeof target === 'string') {\n    selectedText = fakeCopyAction(target, options);\n  } else if (target instanceof HTMLInputElement && !['text', 'search', 'url', 'tel', 'password'].includes(target === null || target === void 0 ? void 0 : target.type)) {\n    // If input type doesn't support `setSelectionRange`. Simulate it. https://developer.mozilla.org/en-US/docs/Web/API/HTMLInputElement/setSelectionRange\n    selectedText = fakeCopyAction(target.value, options);\n  } else {\n    selectedText = select_default()(target);\n    command('copy');\n  }\n\n  return selectedText;\n};\n\n/* harmony default export */ var actions_copy = (ClipboardActionCopy);\n;// CONCATENATED MODULE: ./src/actions/default.js\nfunction _typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { _typeof = function _typeof(obj) { return typeof obj; }; } else { _typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return _typeof(obj); }\n\n\n\n/**\n * Inner function which performs selection from either `text` or `target`\n * properties and then executes copy or cut operations.\n * @param {Object} options\n */\n\nvar ClipboardActionDefault = function ClipboardActionDefault() {\n  var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n  // Defines base properties passed from constructor.\n  var _options$action = options.action,\n      action = _options$action === void 0 ? 'copy' : _options$action,\n      container = options.container,\n      target = options.target,\n      text = options.text; // Sets the `action` to be performed which can be either 'copy' or 'cut'.\n\n  if (action !== 'copy' && action !== 'cut') {\n    throw new Error('Invalid \"action\" value, use either \"copy\" or \"cut\"');\n  } // Sets the `target` property using an element that will be have its content copied.\n\n\n  if (target !== undefined) {\n    if (target && _typeof(target) === 'object' && target.nodeType === 1) {\n      if (action === 'copy' && target.hasAttribute('disabled')) {\n        throw new Error('Invalid \"target\" attribute. Please use \"readonly\" instead of \"disabled\" attribute');\n      }\n\n      if (action === 'cut' && (target.hasAttribute('readonly') || target.hasAttribute('disabled'))) {\n        throw new Error('Invalid \"target\" attribute. You can\\'t cut text from elements with \"readonly\" or \"disabled\" attributes');\n      }\n    } else {\n      throw new Error('Invalid \"target\" value, use a valid Element');\n    }\n  } // Define selection strategy based on `text` property.\n\n\n  if (text) {\n    return actions_copy(text, {\n      container: container\n    });\n  } // Defines which selection strategy based on `target` property.\n\n\n  if (target) {\n    return action === 'cut' ? actions_cut(target) : actions_copy(target, {\n      container: container\n    });\n  }\n};\n\n/* harmony default export */ var actions_default = (ClipboardActionDefault);\n;// CONCATENATED MODULE: ./src/clipboard.js\nfunction clipboard_typeof(obj) { \"@babel/helpers - typeof\"; if (typeof Symbol === \"function\" && typeof Symbol.iterator === \"symbol\") { clipboard_typeof = function _typeof(obj) { return typeof obj; }; } else { clipboard_typeof = function _typeof(obj) { return obj && typeof Symbol === \"function\" && obj.constructor === Symbol && obj !== Symbol.prototype ? \"symbol\" : typeof obj; }; } return clipboard_typeof(obj); }\n\nfunction _classCallCheck(instance, Constructor) { if (!(instance instanceof Constructor)) { throw new TypeError(\"Cannot call a class as a function\"); } }\n\nfunction _defineProperties(target, props) { for (var i = 0; i < props.length; i++) { var descriptor = props[i]; descriptor.enumerable = descriptor.enumerable || false; descriptor.configurable = true; if (\"value\" in descriptor) descriptor.writable = true; Object.defineProperty(target, descriptor.key, descriptor); } }\n\nfunction _createClass(Constructor, protoProps, staticProps) { if (protoProps) _defineProperties(Constructor.prototype, protoProps); if (staticProps) _defineProperties(Constructor, staticProps); return Constructor; }\n\nfunction _inherits(subClass, superClass) { if (typeof superClass !== \"function\" && superClass !== null) { throw new TypeError(\"Super expression must either be null or a function\"); } subClass.prototype = Object.create(superClass && superClass.prototype, { constructor: { value: subClass, writable: true, configurable: true } }); if (superClass) _setPrototypeOf(subClass, superClass); }\n\nfunction _setPrototypeOf(o, p) { _setPrototypeOf = Object.setPrototypeOf || function _setPrototypeOf(o, p) { o.__proto__ = p; return o; }; return _setPrototypeOf(o, p); }\n\nfunction _createSuper(Derived) { var hasNativeReflectConstruct = _isNativeReflectConstruct(); return function _createSuperInternal() { var Super = _getPrototypeOf(Derived), result; if (hasNativeReflectConstruct) { var NewTarget = _getPrototypeOf(this).constructor; result = Reflect.construct(Super, arguments, NewTarget); } else { result = Super.apply(this, arguments); } return _possibleConstructorReturn(this, result); }; }\n\nfunction _possibleConstructorReturn(self, call) { if (call && (clipboard_typeof(call) === \"object\" || typeof call === \"function\")) { return call; } return _assertThisInitialized(self); }\n\nfunction _assertThisInitialized(self) { if (self === void 0) { throw new ReferenceError(\"this hasn't been initialised - super() hasn't been called\"); } return self; }\n\nfunction _isNativeReflectConstruct() { if (typeof Reflect === \"undefined\" || !Reflect.construct) return false; if (Reflect.construct.sham) return false; if (typeof Proxy === \"function\") return true; try { Date.prototype.toString.call(Reflect.construct(Date, [], function () {})); return true; } catch (e) { return false; } }\n\nfunction _getPrototypeOf(o) { _getPrototypeOf = Object.setPrototypeOf ? Object.getPrototypeOf : function _getPrototypeOf(o) { return o.__proto__ || Object.getPrototypeOf(o); }; return _getPrototypeOf(o); }\n\n\n\n\n\n\n/**\n * Helper function to retrieve attribute value.\n * @param {String} suffix\n * @param {Element} element\n */\n\nfunction getAttributeValue(suffix, element) {\n  var attribute = \"data-clipboard-\".concat(suffix);\n\n  if (!element.hasAttribute(attribute)) {\n    return;\n  }\n\n  return element.getAttribute(attribute);\n}\n/**\n * Base class which takes one or more elements, adds event listeners to them,\n * and instantiates a new `ClipboardAction` on each click.\n */\n\n\nvar Clipboard = /*#__PURE__*/function (_Emitter) {\n  _inherits(Clipboard, _Emitter);\n\n  var _super = _createSuper(Clipboard);\n\n  /**\n   * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n   * @param {Object} options\n   */\n  function Clipboard(trigger, options) {\n    var _this;\n\n    _classCallCheck(this, Clipboard);\n\n    _this = _super.call(this);\n\n    _this.resolveOptions(options);\n\n    _this.listenClick(trigger);\n\n    return _this;\n  }\n  /**\n   * Defines if attributes would be resolved using internal setter functions\n   * or custom functions that were passed in the constructor.\n   * @param {Object} options\n   */\n\n\n  _createClass(Clipboard, [{\n    key: \"resolveOptions\",\n    value: function resolveOptions() {\n      var options = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : {};\n      this.action = typeof options.action === 'function' ? options.action : this.defaultAction;\n      this.target = typeof options.target === 'function' ? options.target : this.defaultTarget;\n      this.text = typeof options.text === 'function' ? options.text : this.defaultText;\n      this.container = clipboard_typeof(options.container) === 'object' ? options.container : document.body;\n    }\n    /**\n     * Adds a click event listener to the passed trigger.\n     * @param {String|HTMLElement|HTMLCollection|NodeList} trigger\n     */\n\n  }, {\n    key: \"listenClick\",\n    value: function listenClick(trigger) {\n      var _this2 = this;\n\n      this.listener = listen_default()(trigger, 'click', function (e) {\n        return _this2.onClick(e);\n      });\n    }\n    /**\n     * Defines a new `ClipboardAction` on each click event.\n     * @param {Event} e\n     */\n\n  }, {\n    key: \"onClick\",\n    value: function onClick(e) {\n      var trigger = e.delegateTarget || e.currentTarget;\n      var action = this.action(trigger) || 'copy';\n      var text = actions_default({\n        action: action,\n        container: this.container,\n        target: this.target(trigger),\n        text: this.text(trigger)\n      }); // Fires an event based on the copy operation result.\n\n      this.emit(text ? 'success' : 'error', {\n        action: action,\n        text: text,\n        trigger: trigger,\n        clearSelection: function clearSelection() {\n          if (trigger) {\n            trigger.focus();\n          }\n\n          window.getSelection().removeAllRanges();\n        }\n      });\n    }\n    /**\n     * Default `action` lookup function.\n     * @param {Element} trigger\n     */\n\n  }, {\n    key: \"defaultAction\",\n    value: function defaultAction(trigger) {\n      return getAttributeValue('action', trigger);\n    }\n    /**\n     * Default `target` lookup function.\n     * @param {Element} trigger\n     */\n\n  }, {\n    key: \"defaultTarget\",\n    value: function defaultTarget(trigger) {\n      var selector = getAttributeValue('target', trigger);\n\n      if (selector) {\n        return document.querySelector(selector);\n      }\n    }\n    /**\n     * Allow fire programmatically a copy action\n     * @param {String|HTMLElement} target\n     * @param {Object} options\n     * @returns Text copied.\n     */\n\n  }, {\n    key: \"defaultText\",\n\n    /**\n     * Default `text` lookup function.\n     * @param {Element} trigger\n     */\n    value: function defaultText(trigger) {\n      return getAttributeValue('text', trigger);\n    }\n    /**\n     * Destroy lifecycle.\n     */\n\n  }, {\n    key: \"destroy\",\n    value: function destroy() {\n      this.listener.destroy();\n    }\n  }], [{\n    key: \"copy\",\n    value: function copy(target) {\n      var options = arguments.length > 1 && arguments[1] !== undefined ? arguments[1] : {\n        container: document.body\n      };\n      return actions_copy(target, options);\n    }\n    /**\n     * Allow fire programmatically a cut action\n     * @param {String|HTMLElement} target\n     * @returns Text cutted.\n     */\n\n  }, {\n    key: \"cut\",\n    value: function cut(target) {\n      return actions_cut(target);\n    }\n    /**\n     * Returns the support of the given action, or all actions if no action is\n     * given.\n     * @param {String} [action]\n     */\n\n  }, {\n    key: \"isSupported\",\n    value: function isSupported() {\n      var action = arguments.length > 0 && arguments[0] !== undefined ? arguments[0] : ['copy', 'cut'];\n      var actions = typeof action === 'string' ? [action] : action;\n      var support = !!document.queryCommandSupported;\n      actions.forEach(function (action) {\n        support = support && !!document.queryCommandSupported(action);\n      });\n      return support;\n    }\n  }]);\n\n  return Clipboard;\n}((tiny_emitter_default()));\n\n/* harmony default export */ var clipboard = (Clipboard);\n\n/***/ }),\n\n/***/ 828:\n/***/ (function(module) {\n\nvar DOCUMENT_NODE_TYPE = 9;\n\n/**\n * A polyfill for Element.matches()\n */\nif (typeof Element !== 'undefined' && !Element.prototype.matches) {\n    var proto = Element.prototype;\n\n    proto.matches = proto.matchesSelector ||\n                    proto.mozMatchesSelector ||\n                    proto.msMatchesSelector ||\n                    proto.oMatchesSelector ||\n                    proto.webkitMatchesSelector;\n}\n\n/**\n * Finds the closest parent that matches a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @return {Function}\n */\nfunction closest (element, selector) {\n    while (element && element.nodeType !== DOCUMENT_NODE_TYPE) {\n        if (typeof element.matches === 'function' &&\n            element.matches(selector)) {\n          return element;\n        }\n        element = element.parentNode;\n    }\n}\n\nmodule.exports = closest;\n\n\n/***/ }),\n\n/***/ 438:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar closest = __webpack_require__(828);\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction _delegate(element, selector, type, callback, useCapture) {\n    var listenerFn = listener.apply(this, arguments);\n\n    element.addEventListener(type, listenerFn, useCapture);\n\n    return {\n        destroy: function() {\n            element.removeEventListener(type, listenerFn, useCapture);\n        }\n    }\n}\n\n/**\n * Delegates event to a selector.\n *\n * @param {Element|String|Array} [elements]\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @param {Boolean} useCapture\n * @return {Object}\n */\nfunction delegate(elements, selector, type, callback, useCapture) {\n    // Handle the regular Element usage\n    if (typeof elements.addEventListener === 'function') {\n        return _delegate.apply(null, arguments);\n    }\n\n    // Handle Element-less usage, it defaults to global delegation\n    if (typeof type === 'function') {\n        // Use `document` as the first parameter, then apply arguments\n        // This is a short way to .unshift `arguments` without running into deoptimizations\n        return _delegate.bind(null, document).apply(null, arguments);\n    }\n\n    // Handle Selector-based usage\n    if (typeof elements === 'string') {\n        elements = document.querySelectorAll(elements);\n    }\n\n    // Handle Array-like based usage\n    return Array.prototype.map.call(elements, function (element) {\n        return _delegate(element, selector, type, callback, useCapture);\n    });\n}\n\n/**\n * Finds closest match and invokes callback.\n *\n * @param {Element} element\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Function}\n */\nfunction listener(element, selector, type, callback) {\n    return function(e) {\n        e.delegateTarget = closest(e.target, selector);\n\n        if (e.delegateTarget) {\n            callback.call(element, e);\n        }\n    }\n}\n\nmodule.exports = delegate;\n\n\n/***/ }),\n\n/***/ 879:\n/***/ (function(__unused_webpack_module, exports) {\n\n/**\n * Check if argument is a HTML element.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.node = function(value) {\n    return value !== undefined\n        && value instanceof HTMLElement\n        && value.nodeType === 1;\n};\n\n/**\n * Check if argument is a list of HTML elements.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.nodeList = function(value) {\n    var type = Object.prototype.toString.call(value);\n\n    return value !== undefined\n        && (type === '[object NodeList]' || type === '[object HTMLCollection]')\n        && ('length' in value)\n        && (value.length === 0 || exports.node(value[0]));\n};\n\n/**\n * Check if argument is a string.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.string = function(value) {\n    return typeof value === 'string'\n        || value instanceof String;\n};\n\n/**\n * Check if argument is a function.\n *\n * @param {Object} value\n * @return {Boolean}\n */\nexports.fn = function(value) {\n    var type = Object.prototype.toString.call(value);\n\n    return type === '[object Function]';\n};\n\n\n/***/ }),\n\n/***/ 370:\n/***/ (function(module, __unused_webpack_exports, __webpack_require__) {\n\nvar is = __webpack_require__(879);\nvar delegate = __webpack_require__(438);\n\n/**\n * Validates all params and calls the right\n * listener function based on its target type.\n *\n * @param {String|HTMLElement|HTMLCollection|NodeList} target\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listen(target, type, callback) {\n    if (!target && !type && !callback) {\n        throw new Error('Missing required arguments');\n    }\n\n    if (!is.string(type)) {\n        throw new TypeError('Second argument must be a String');\n    }\n\n    if (!is.fn(callback)) {\n        throw new TypeError('Third argument must be a Function');\n    }\n\n    if (is.node(target)) {\n        return listenNode(target, type, callback);\n    }\n    else if (is.nodeList(target)) {\n        return listenNodeList(target, type, callback);\n    }\n    else if (is.string(target)) {\n        return listenSelector(target, type, callback);\n    }\n    else {\n        throw new TypeError('First argument must be a String, HTMLElement, HTMLCollection, or NodeList');\n    }\n}\n\n/**\n * Adds an event listener to a HTML element\n * and returns a remove listener function.\n *\n * @param {HTMLElement} node\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNode(node, type, callback) {\n    node.addEventListener(type, callback);\n\n    return {\n        destroy: function() {\n            node.removeEventListener(type, callback);\n        }\n    }\n}\n\n/**\n * Add an event listener to a list of HTML elements\n * and returns a remove listener function.\n *\n * @param {NodeList|HTMLCollection} nodeList\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenNodeList(nodeList, type, callback) {\n    Array.prototype.forEach.call(nodeList, function(node) {\n        node.addEventListener(type, callback);\n    });\n\n    return {\n        destroy: function() {\n            Array.prototype.forEach.call(nodeList, function(node) {\n                node.removeEventListener(type, callback);\n            });\n        }\n    }\n}\n\n/**\n * Add an event listener to a selector\n * and returns a remove listener function.\n *\n * @param {String} selector\n * @param {String} type\n * @param {Function} callback\n * @return {Object}\n */\nfunction listenSelector(selector, type, callback) {\n    return delegate(document.body, selector, type, callback);\n}\n\nmodule.exports = listen;\n\n\n/***/ }),\n\n/***/ 817:\n/***/ (function(module) {\n\nfunction select(element) {\n    var selectedText;\n\n    if (element.nodeName === 'SELECT') {\n        element.focus();\n\n        selectedText = element.value;\n    }\n    else if (element.nodeName === 'INPUT' || element.nodeName === 'TEXTAREA') {\n        var isReadOnly = element.hasAttribute('readonly');\n\n        if (!isReadOnly) {\n            element.setAttribute('readonly', '');\n        }\n\n        element.select();\n        element.setSelectionRange(0, element.value.length);\n\n        if (!isReadOnly) {\n            element.removeAttribute('readonly');\n        }\n\n        selectedText = element.value;\n    }\n    else {\n        if (element.hasAttribute('contenteditable')) {\n            element.focus();\n        }\n\n        var selection = window.getSelection();\n        var range = document.createRange();\n\n        range.selectNodeContents(element);\n        selection.removeAllRanges();\n        selection.addRange(range);\n\n        selectedText = selection.toString();\n    }\n\n    return selectedText;\n}\n\nmodule.exports = select;\n\n\n/***/ }),\n\n/***/ 279:\n/***/ (function(module) {\n\nfunction E () {\n  // Keep this empty so it's easier to inherit from\n  // (via https://github.com/lipsmack from https://github.com/scottcorgan/tiny-emitter/issues/3)\n}\n\nE.prototype = {\n  on: function (name, callback, ctx) {\n    var e = this.e || (this.e = {});\n\n    (e[name] || (e[name] = [])).push({\n      fn: callback,\n      ctx: ctx\n    });\n\n    return this;\n  },\n\n  once: function (name, callback, ctx) {\n    var self = this;\n    function listener () {\n      self.off(name, listener);\n      callback.apply(ctx, arguments);\n    };\n\n    listener._ = callback\n    return this.on(name, listener, ctx);\n  },\n\n  emit: function (name) {\n    var data = [].slice.call(arguments, 1);\n    var evtArr = ((this.e || (this.e = {}))[name] || []).slice();\n    var i = 0;\n    var len = evtArr.length;\n\n    for (i; i < len; i++) {\n      evtArr[i].fn.apply(evtArr[i].ctx, data);\n    }\n\n    return this;\n  },\n\n  off: function (name, callback) {\n    var e = this.e || (this.e = {});\n    var evts = e[name];\n    var liveEvents = [];\n\n    if (evts && callback) {\n      for (var i = 0, len = evts.length; i < len; i++) {\n        if (evts[i].fn !== callback && evts[i].fn._ !== callback)\n          liveEvents.push(evts[i]);\n      }\n    }\n\n    // Remove event from queue to prevent memory leak\n    // Suggested by https://github.com/lazd\n    // Ref: https://github.com/scottcorgan/tiny-emitter/commit/c6ebfaa9bc973b33d110a84a307742b7cf94c953#commitcomment-5024910\n\n    (liveEvents.length)\n      ? e[name] = liveEvents\n      : delete e[name];\n\n    return this;\n  }\n};\n\nmodule.exports = E;\nmodule.exports.TinyEmitter = E;\n\n\n/***/ })\n\n/******/ \t});\n/************************************************************************/\n/******/ \t// The module cache\n/******/ \tvar __webpack_module_cache__ = {};\n/******/ \t\n/******/ \t// The require function\n/******/ \tfunction __webpack_require__(moduleId) {\n/******/ \t\t// Check if module is in cache\n/******/ \t\tif(__webpack_module_cache__[moduleId]) {\n/******/ \t\t\treturn __webpack_module_cache__[moduleId].exports;\n/******/ \t\t}\n/******/ \t\t// Create a new module (and put it into the cache)\n/******/ \t\tvar module = __webpack_module_cache__[moduleId] = {\n/******/ \t\t\t// no module.id needed\n/******/ \t\t\t// no module.loaded needed\n/******/ \t\t\texports: {}\n/******/ \t\t};\n/******/ \t\n/******/ \t\t// Execute the module function\n/******/ \t\t__webpack_modules__[moduleId](module, module.exports, __webpack_require__);\n/******/ \t\n/******/ \t\t// Return the exports of the module\n/******/ \t\treturn module.exports;\n/******/ \t}\n/******/ \t\n/************************************************************************/\n/******/ \t/* webpack/runtime/compat get default export */\n/******/ \t!function() {\n/******/ \t\t// getDefaultExport function for compatibility with non-harmony modules\n/******/ \t\t__webpack_require__.n = function(module) {\n/******/ \t\t\tvar getter = module && module.__esModule ?\n/******/ \t\t\t\tfunction() { return module['default']; } :\n/******/ \t\t\t\tfunction() { return module; };\n/******/ \t\t\t__webpack_require__.d(getter, { a: getter });\n/******/ \t\t\treturn getter;\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/define property getters */\n/******/ \t!function() {\n/******/ \t\t// define getter functions for harmony exports\n/******/ \t\t__webpack_require__.d = function(exports, definition) {\n/******/ \t\t\tfor(var key in definition) {\n/******/ \t\t\t\tif(__webpack_require__.o(definition, key) && !__webpack_require__.o(exports, key)) {\n/******/ \t\t\t\t\tObject.defineProperty(exports, key, { enumerable: true, get: definition[key] });\n/******/ \t\t\t\t}\n/******/ \t\t\t}\n/******/ \t\t};\n/******/ \t}();\n/******/ \t\n/******/ \t/* webpack/runtime/hasOwnProperty shorthand */\n/******/ \t!function() {\n/******/ \t\t__webpack_require__.o = function(obj, prop) { return Object.prototype.hasOwnProperty.call(obj, prop); }\n/******/ \t}();\n/******/ \t\n/************************************************************************/\n/******/ \t// module exports must be returned from runtime so entry inlining is disabled\n/******/ \t// startup\n/******/ \t// Load entry module and return exports\n/******/ \treturn __webpack_require__(686);\n/******/ })()\n.default;\n});", "/*!\n * escape-html\n * Copyright(c) 2012-2013 TJ Holowaychuk\n * Copyright(c) 2015 Andreas Lubbe\n * Copyright(c) 2015 Tiancheng \"Timothy\" Gu\n * MIT Licensed\n */\n\n'use strict';\n\n/**\n * Module variables.\n * @private\n */\n\nvar matchHtmlRegExp = /[\"'&<>]/;\n\n/**\n * Module exports.\n * @public\n */\n\nmodule.exports = escapeHtml;\n\n/**\n * Escape special characters in the given string of html.\n *\n * @param  {string} string The string to escape for inserting into HTML\n * @return {string}\n * @public\n */\n\nfunction escapeHtml(string) {\n  var str = '' + string;\n  var match = matchHtmlRegExp.exec(str);\n\n  if (!match) {\n    return str;\n  }\n\n  var escape;\n  var html = '';\n  var index = 0;\n  var lastIndex = 0;\n\n  for (index = match.index; index < str.length; index++) {\n    switch (str.charCodeAt(index)) {\n      case 34: // \"\n        escape = '&quot;';\n        break;\n      case 38: // &\n        escape = '&amp;';\n        break;\n      case 39: // '\n        escape = '&#39;';\n        break;\n      case 60: // <\n        escape = '&lt;';\n        break;\n      case 62: // >\n        escape = '&gt;';\n        break;\n      default:\n        continue;\n    }\n\n    if (lastIndex !== index) {\n      html += str.substring(lastIndex, index);\n    }\n\n    lastIndex = index + 1;\n    html += escape;\n  }\n\n  return lastIndex !== index\n    ? html + str.substring(lastIndex, index)\n    : html;\n}\n", "Array.prototype.flat||Object.defineProperty(Array.prototype,\"flat\",{configurable:!0,value:function r(){var t=isNaN(arguments[0])?1:Number(arguments[0]);return t?Array.prototype.reduce.call(this,function(a,e){return Array.isArray(e)?a.push.apply(a,r.call(e,t-1)):a.push(e),a},[]):Array.prototype.slice.call(this)},writable:!0}),Array.prototype.flatMap||Object.defineProperty(Array.prototype,\"flatMap\",{configurable:!0,value:function(r){return Array.prototype.map.apply(this,arguments).flat()},writable:!0})\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport \"array-flat-polyfill\"\nimport \"focus-visible\"\nimport \"unfetch/polyfill\"\nimport \"url-polyfill\"\n\nimport {\n  EMPTY,\n  NEVER,\n  Observable,\n  Subject,\n  defer,\n  delay,\n  filter,\n  map,\n  merge,\n  mergeWith,\n  shareReplay,\n  switchMap\n} from \"rxjs\"\n\nimport { configuration, feature } from \"./_\"\nimport {\n  at,\n  getActiveElement,\n  getOptionalElement,\n  requestJSON,\n  setLocation,\n  setToggle,\n  watchDocument,\n  watchKeyboard,\n  watchLocation,\n  watchLocationTarget,\n  watchMedia,\n  watchPrint,\n  watchScript,\n  watchViewport\n} from \"./browser\"\nimport {\n  getComponentElement,\n  getComponentElements,\n  mountAnnounce,\n  mountBackToTop,\n  mountConsent,\n  mountContent,\n  mountDialog,\n  mountHeader,\n  mountHeaderTitle,\n  mountPalette,\n  mountSearch,\n  mountSearchHiglight,\n  mountSidebar,\n  mountSource,\n  mountTableOfContents,\n  mountTabs,\n  watchHeader,\n  watchMain\n} from \"./components\"\nimport {\n  SearchIndex,\n  setupClipboardJS,\n  setupInstantLoading,\n  setupVersionSelector\n} from \"./integrations\"\nimport {\n  patchIndeterminate,\n  patchScrollfix,\n  patchScrolllock\n} from \"./patches\"\nimport \"./polyfills\"\n\n/* ----------------------------------------------------------------------------\n * Functions - @todo refactor\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch search index\n *\n * @returns Search index observable\n */\nfunction fetchSearchIndex(): Observable<SearchIndex> {\n  if (location.protocol === \"file:\") {\n    return watchScript(\n      `${new URL(\"search/search_index.js\", config.base)}`\n    )\n      .pipe(\n        // @ts-ignore - @todo fix typings\n        map(() => __index),\n        shareReplay(1)\n      )\n  } else {\n    return requestJSON<SearchIndex>(\n      new URL(\"search/search_index.json\", config.base)\n    )\n  }\n}\n\n/* ----------------------------------------------------------------------------\n * Application\n * ------------------------------------------------------------------------- */\n\n/* Yay, JavaScript is available */\ndocument.documentElement.classList.remove(\"no-js\")\ndocument.documentElement.classList.add(\"js\")\n\n/* Set up navigation observables and subjects */\nconst document$ = watchDocument()\nconst location$ = watchLocation()\nconst target$   = watchLocationTarget(location$)\nconst keyboard$ = watchKeyboard()\n\n/* Set up media observables */\nconst viewport$ = watchViewport()\nconst tablet$   = watchMedia(\"(min-width: 960px)\")\nconst screen$   = watchMedia(\"(min-width: 1220px)\")\nconst print$    = watchPrint()\n\n/* Retrieve search index, if search is enabled */\nconst config = configuration()\nconst index$ = document.forms.namedItem(\"search\")\n  ? fetchSearchIndex()\n  : NEVER\n\n/* Set up Clipboard.js integration */\nconst alert$ = new Subject<string>()\nsetupClipboardJS({ alert$ })\n\n/* Set up instant loading, if enabled */\nif (feature(\"navigation.instant\"))\n  setupInstantLoading({ location$, viewport$ })\n    .subscribe(document$)\n\n/* Set up version selector */\nif (config.version?.provider === \"mike\")\n  setupVersionSelector({ document$ })\n\n/* Always close drawer and search on navigation */\nmerge(location$, target$)\n  .pipe(\n    delay(125)\n  )\n    .subscribe(() => {\n      setToggle(\"drawer\", false)\n      setToggle(\"search\", false)\n    })\n\n/* Set up global keyboard handlers */\nkeyboard$\n  .pipe(\n    filter(({ mode }) => mode === \"global\")\n  )\n    .subscribe(key => {\n      switch (key.type) {\n\n        /* Go to previous page */\n        case \"p\":\n        case \",\":\n          const prev = getOptionalElement<HTMLLinkElement>(\"link[rel=prev]\")\n          if (typeof prev !== \"undefined\")\n            setLocation(prev)\n          break\n\n        /* Go to next page */\n        case \"n\":\n        case \".\":\n          const next = getOptionalElement<HTMLLinkElement>(\"link[rel=next]\")\n          if (typeof next !== \"undefined\")\n            setLocation(next)\n          break\n\n        /* Expand navigation, see https://bit.ly/3ZjG5io */\n        case \"Enter\":\n          const active = getActiveElement()\n          if (active instanceof HTMLLabelElement)\n            active.click()\n      }\n    })\n\n/* Set up patches */\npatchIndeterminate({ document$, tablet$ })\npatchScrollfix({ document$ })\npatchScrolllock({ viewport$, tablet$ })\n\n/* Set up header and main area observable */\nconst header$ = watchHeader(getComponentElement(\"header\"), { viewport$ })\nconst main$ = document$\n  .pipe(\n    map(() => getComponentElement(\"main\")),\n    switchMap(el => watchMain(el, { viewport$, header$ })),\n    shareReplay(1)\n  )\n\n/* Set up control component observables */\nconst control$ = merge(\n\n  /* Consent */\n  ...getComponentElements(\"consent\")\n    .map(el => mountConsent(el, { target$ })),\n\n  /* Dialog */\n  ...getComponentElements(\"dialog\")\n    .map(el => mountDialog(el, { alert$ })),\n\n  /* Header */\n  ...getComponentElements(\"header\")\n    .map(el => mountHeader(el, { viewport$, header$, main$ })),\n\n  /* Color palette */\n  ...getComponentElements(\"palette\")\n    .map(el => mountPalette(el)),\n\n  /* Search */\n  ...getComponentElements(\"search\")\n    .map(el => mountSearch(el, { index$, keyboard$ })),\n\n  /* Repository information */\n  ...getComponentElements(\"source\")\n    .map(el => mountSource(el))\n)\n\n/* Set up content component observables */\nconst content$ = defer(() => merge(\n\n  /* Announcement bar */\n  ...getComponentElements(\"announce\")\n    .map(el => mountAnnounce(el)),\n\n  /* Content */\n  ...getComponentElements(\"content\")\n    .map(el => mountContent(el, { viewport$, target$, print$ })),\n\n  /* Search highlighting */\n  ...getComponentElements(\"content\")\n    .map(el => feature(\"search.highlight\")\n      ? mountSearchHiglight(el, { index$, location$ })\n      : EMPTY\n    ),\n\n  /* Header title */\n  ...getComponentElements(\"header-title\")\n    .map(el => mountHeaderTitle(el, { viewport$, header$ })),\n\n  /* Sidebar */\n  ...getComponentElements(\"sidebar\")\n    .map(el => el.getAttribute(\"data-md-type\") === \"navigation\"\n      ? at(screen$, () => mountSidebar(el, { viewport$, header$, main$ }))\n      : at(tablet$, () => mountSidebar(el, { viewport$, header$, main$ }))\n    ),\n\n  /* Navigation tabs */\n  ...getComponentElements(\"tabs\")\n    .map(el => mountTabs(el, { viewport$, header$ })),\n\n  /* Table of contents */\n  ...getComponentElements(\"toc\")\n    .map(el => mountTableOfContents(el, {\n      viewport$, header$, main$, target$\n    })),\n\n  /* Back-to-top button */\n  ...getComponentElements(\"top\")\n    .map(el => mountBackToTop(el, { viewport$, header$, main$, target$ }))\n))\n\n/* Set up component observables */\nconst component$ = document$\n  .pipe(\n    switchMap(() => content$),\n    mergeWith(control$),\n    shareReplay(1)\n  )\n\n/* Subscribe to all components */\ncomponent$.subscribe()\n\n/* ----------------------------------------------------------------------------\n * Exports\n * ------------------------------------------------------------------------- */\n\nwindow.document$  = document$          /* Document observable */\nwindow.location$  = location$          /* Location subject */\nwindow.target$    = target$            /* Location target observable */\nwindow.keyboard$  = keyboard$          /* Keyboard observable */\nwindow.viewport$  = viewport$          /* Viewport observable */\nwindow.tablet$    = tablet$            /* Media tablet observable */\nwindow.screen$    = screen$            /* Media screen observable */\nwindow.print$     = print$             /* Media print observable */\nwindow.alert$     = alert$             /* Alert subject */\nwindow.component$ = component$         /* Component observable */\n", "self.fetch||(self.fetch=function(e,n){return n=n||{},new Promise(function(t,r){var s=new XMLHttpRequest,o=[],u={},a=function e(){return{ok:2==(s.status/100|0),statusText:s.statusText,status:s.status,url:s.responseURL,text:function(){return Promise.resolve(s.responseText)},json:function(){return Promise.resolve(s.responseText).then(JSON.parse)},blob:function(){return Promise.resolve(new Blob([s.response]))},clone:e,headers:{keys:function(){return o},entries:function(){return o.map(function(e){return[e,s.getResponseHeader(e)]})},get:function(e){return s.getResponseHeader(e)},has:function(e){return null!=s.getResponseHeader(e)}}}};for(var i in s.open(n.method||\"get\",e,!0),s.onload=function(){s.getAllResponseHeaders().toLowerCase().replace(/^(.+?):/gm,function(e,n){u[n]||o.push(u[n]=n)}),t(a())},s.onerror=r,s.withCredentials=\"include\"==n.credentials,n.headers)s.setRequestHeader(i,n.headers[i]);s.send(n.body||null)})});\n", "/*! *****************************************************************************\r\nCopyright (c) Microsoft Corporation.\r\n\r\nPermission to use, copy, modify, and/or distribute this software for any\r\npurpose with or without fee is hereby granted.\r\n\r\nTHE SOFTWARE IS PROVIDED \"AS IS\" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH\r\nREGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY\r\nAND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,\r\nINDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM\r\nLOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR\r\nOTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR\r\nPERFORMANCE OF THIS SOFTWARE.\r\n***************************************************************************** */\r\n/* global Reflect, Promise */\r\n\r\nvar extendStatics = function(d, b) {\r\n    extendStatics = Object.setPrototypeOf ||\r\n        ({ __proto__: [] } instanceof Array && function (d, b) { d.__proto__ = b; }) ||\r\n        function (d, b) { for (var p in b) if (Object.prototype.hasOwnProperty.call(b, p)) d[p] = b[p]; };\r\n    return extendStatics(d, b);\r\n};\r\n\r\nexport function __extends(d, b) {\r\n    if (typeof b !== \"function\" && b !== null)\r\n        throw new TypeError(\"Class extends value \" + String(b) + \" is not a constructor or null\");\r\n    extendStatics(d, b);\r\n    function __() { this.constructor = d; }\r\n    d.prototype = b === null ? Object.create(b) : (__.prototype = b.prototype, new __());\r\n}\r\n\r\nexport var __assign = function() {\r\n    __assign = Object.assign || function __assign(t) {\r\n        for (var s, i = 1, n = arguments.length; i < n; i++) {\r\n            s = arguments[i];\r\n            for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p)) t[p] = s[p];\r\n        }\r\n        return t;\r\n    }\r\n    return __assign.apply(this, arguments);\r\n}\r\n\r\nexport function __rest(s, e) {\r\n    var t = {};\r\n    for (var p in s) if (Object.prototype.hasOwnProperty.call(s, p) && e.indexOf(p) < 0)\r\n        t[p] = s[p];\r\n    if (s != null && typeof Object.getOwnPropertySymbols === \"function\")\r\n        for (var i = 0, p = Object.getOwnPropertySymbols(s); i < p.length; i++) {\r\n            if (e.indexOf(p[i]) < 0 && Object.prototype.propertyIsEnumerable.call(s, p[i]))\r\n                t[p[i]] = s[p[i]];\r\n        }\r\n    return t;\r\n}\r\n\r\nexport function __decorate(decorators, target, key, desc) {\r\n    var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;\r\n    if (typeof Reflect === \"object\" && typeof Reflect.decorate === \"function\") r = Reflect.decorate(decorators, target, key, desc);\r\n    else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;\r\n    return c > 3 && r && Object.defineProperty(target, key, r), r;\r\n}\r\n\r\nexport function __param(paramIndex, decorator) {\r\n    return function (target, key) { decorator(target, key, paramIndex); }\r\n}\r\n\r\nexport function __metadata(metadataKey, metadataValue) {\r\n    if (typeof Reflect === \"object\" && typeof Reflect.metadata === \"function\") return Reflect.metadata(metadataKey, metadataValue);\r\n}\r\n\r\nexport function __awaiter(thisArg, _arguments, P, generator) {\r\n    function adopt(value) { return value instanceof P ? value : new P(function (resolve) { resolve(value); }); }\r\n    return new (P || (P = Promise))(function (resolve, reject) {\r\n        function fulfilled(value) { try { step(generator.next(value)); } catch (e) { reject(e); } }\r\n        function rejected(value) { try { step(generator[\"throw\"](value)); } catch (e) { reject(e); } }\r\n        function step(result) { result.done ? resolve(result.value) : adopt(result.value).then(fulfilled, rejected); }\r\n        step((generator = generator.apply(thisArg, _arguments || [])).next());\r\n    });\r\n}\r\n\r\nexport function __generator(thisArg, body) {\r\n    var _ = { label: 0, sent: function() { if (t[0] & 1) throw t[1]; return t[1]; }, trys: [], ops: [] }, f, y, t, g;\r\n    return g = { next: verb(0), \"throw\": verb(1), \"return\": verb(2) }, typeof Symbol === \"function\" && (g[Symbol.iterator] = function() { return this; }), g;\r\n    function verb(n) { return function (v) { return step([n, v]); }; }\r\n    function step(op) {\r\n        if (f) throw new TypeError(\"Generator is already executing.\");\r\n        while (_) try {\r\n            if (f = 1, y && (t = op[0] & 2 ? y[\"return\"] : op[0] ? y[\"throw\"] || ((t = y[\"return\"]) && t.call(y), 0) : y.next) && !(t = t.call(y, op[1])).done) return t;\r\n            if (y = 0, t) op = [op[0] & 2, t.value];\r\n            switch (op[0]) {\r\n                case 0: case 1: t = op; break;\r\n                case 4: _.label++; return { value: op[1], done: false };\r\n                case 5: _.label++; y = op[1]; op = [0]; continue;\r\n                case 7: op = _.ops.pop(); _.trys.pop(); continue;\r\n                default:\r\n                    if (!(t = _.trys, t = t.length > 0 && t[t.length - 1]) && (op[0] === 6 || op[0] === 2)) { _ = 0; continue; }\r\n                    if (op[0] === 3 && (!t || (op[1] > t[0] && op[1] < t[3]))) { _.label = op[1]; break; }\r\n                    if (op[0] === 6 && _.label < t[1]) { _.label = t[1]; t = op; break; }\r\n                    if (t && _.label < t[2]) { _.label = t[2]; _.ops.push(op); break; }\r\n                    if (t[2]) _.ops.pop();\r\n                    _.trys.pop(); continue;\r\n            }\r\n            op = body.call(thisArg, _);\r\n        } catch (e) { op = [6, e]; y = 0; } finally { f = t = 0; }\r\n        if (op[0] & 5) throw op[1]; return { value: op[0] ? op[1] : void 0, done: true };\r\n    }\r\n}\r\n\r\nexport var __createBinding = Object.create ? (function(o, m, k, k2) {\r\n    if (k2 === undefined) k2 = k;\r\n    Object.defineProperty(o, k2, { enumerable: true, get: function() { return m[k]; } });\r\n}) : (function(o, m, k, k2) {\r\n    if (k2 === undefined) k2 = k;\r\n    o[k2] = m[k];\r\n});\r\n\r\nexport function __exportStar(m, o) {\r\n    for (var p in m) if (p !== \"default\" && !Object.prototype.hasOwnProperty.call(o, p)) __createBinding(o, m, p);\r\n}\r\n\r\nexport function __values(o) {\r\n    var s = typeof Symbol === \"function\" && Symbol.iterator, m = s && o[s], i = 0;\r\n    if (m) return m.call(o);\r\n    if (o && typeof o.length === \"number\") return {\r\n        next: function () {\r\n            if (o && i >= o.length) o = void 0;\r\n            return { value: o && o[i++], done: !o };\r\n        }\r\n    };\r\n    throw new TypeError(s ? \"Object is not iterable.\" : \"Symbol.iterator is not defined.\");\r\n}\r\n\r\nexport function __read(o, n) {\r\n    var m = typeof Symbol === \"function\" && o[Symbol.iterator];\r\n    if (!m) return o;\r\n    var i = m.call(o), r, ar = [], e;\r\n    try {\r\n        while ((n === void 0 || n-- > 0) && !(r = i.next()).done) ar.push(r.value);\r\n    }\r\n    catch (error) { e = { error: error }; }\r\n    finally {\r\n        try {\r\n            if (r && !r.done && (m = i[\"return\"])) m.call(i);\r\n        }\r\n        finally { if (e) throw e.error; }\r\n    }\r\n    return ar;\r\n}\r\n\r\n/** @deprecated */\r\nexport function __spread() {\r\n    for (var ar = [], i = 0; i < arguments.length; i++)\r\n        ar = ar.concat(__read(arguments[i]));\r\n    return ar;\r\n}\r\n\r\n/** @deprecated */\r\nexport function __spreadArrays() {\r\n    for (var s = 0, i = 0, il = arguments.length; i < il; i++) s += arguments[i].length;\r\n    for (var r = Array(s), k = 0, i = 0; i < il; i++)\r\n        for (var a = arguments[i], j = 0, jl = a.length; j < jl; j++, k++)\r\n            r[k] = a[j];\r\n    return r;\r\n}\r\n\r\nexport function __spreadArray(to, from, pack) {\r\n    if (pack || arguments.length === 2) for (var i = 0, l = from.length, ar; i < l; i++) {\r\n        if (ar || !(i in from)) {\r\n            if (!ar) ar = Array.prototype.slice.call(from, 0, i);\r\n            ar[i] = from[i];\r\n        }\r\n    }\r\n    return to.concat(ar || Array.prototype.slice.call(from));\r\n}\r\n\r\nexport function __await(v) {\r\n    return this instanceof __await ? (this.v = v, this) : new __await(v);\r\n}\r\n\r\nexport function __asyncGenerator(thisArg, _arguments, generator) {\r\n    if (!Symbol.asyncIterator) throw new TypeError(\"Symbol.asyncIterator is not defined.\");\r\n    var g = generator.apply(thisArg, _arguments || []), i, q = [];\r\n    return i = {}, verb(\"next\"), verb(\"throw\"), verb(\"return\"), i[Symbol.asyncIterator] = function () { return this; }, i;\r\n    function verb(n) { if (g[n]) i[n] = function (v) { return new Promise(function (a, b) { q.push([n, v, a, b]) > 1 || resume(n, v); }); }; }\r\n    function resume(n, v) { try { step(g[n](v)); } catch (e) { settle(q[0][3], e); } }\r\n    function step(r) { r.value instanceof __await ? Promise.resolve(r.value.v).then(fulfill, reject) : settle(q[0][2], r); }\r\n    function fulfill(value) { resume(\"next\", value); }\r\n    function reject(value) { resume(\"throw\", value); }\r\n    function settle(f, v) { if (f(v), q.shift(), q.length) resume(q[0][0], q[0][1]); }\r\n}\r\n\r\nexport function __asyncDelegator(o) {\r\n    var i, p;\r\n    return i = {}, verb(\"next\"), verb(\"throw\", function (e) { throw e; }), verb(\"return\"), i[Symbol.iterator] = function () { return this; }, i;\r\n    function verb(n, f) { i[n] = o[n] ? function (v) { return (p = !p) ? { value: __await(o[n](v)), done: n === \"return\" } : f ? f(v) : v; } : f; }\r\n}\r\n\r\nexport function __asyncValues(o) {\r\n    if (!Symbol.asyncIterator) throw new TypeError(\"Symbol.asyncIterator is not defined.\");\r\n    var m = o[Symbol.asyncIterator], i;\r\n    return m ? m.call(o) : (o = typeof __values === \"function\" ? __values(o) : o[Symbol.iterator](), i = {}, verb(\"next\"), verb(\"throw\"), verb(\"return\"), i[Symbol.asyncIterator] = function () { return this; }, i);\r\n    function verb(n) { i[n] = o[n] && function (v) { return new Promise(function (resolve, reject) { v = o[n](v), settle(resolve, reject, v.done, v.value); }); }; }\r\n    function settle(resolve, reject, d, v) { Promise.resolve(v).then(function(v) { resolve({ value: v, done: d }); }, reject); }\r\n}\r\n\r\nexport function __makeTemplateObject(cooked, raw) {\r\n    if (Object.defineProperty) { Object.defineProperty(cooked, \"raw\", { value: raw }); } else { cooked.raw = raw; }\r\n    return cooked;\r\n};\r\n\r\nvar __setModuleDefault = Object.create ? (function(o, v) {\r\n    Object.defineProperty(o, \"default\", { enumerable: true, value: v });\r\n}) : function(o, v) {\r\n    o[\"default\"] = v;\r\n};\r\n\r\nexport function __importStar(mod) {\r\n    if (mod && mod.__esModule) return mod;\r\n    var result = {};\r\n    if (mod != null) for (var k in mod) if (k !== \"default\" && Object.prototype.hasOwnProperty.call(mod, k)) __createBinding(result, mod, k);\r\n    __setModuleDefault(result, mod);\r\n    return result;\r\n}\r\n\r\nexport function __importDefault(mod) {\r\n    return (mod && mod.__esModule) ? mod : { default: mod };\r\n}\r\n\r\nexport function __classPrivateFieldGet(receiver, state, kind, f) {\r\n    if (kind === \"a\" && !f) throw new TypeError(\"Private accessor was defined without a getter\");\r\n    if (typeof state === \"function\" ? receiver !== state || !f : !state.has(receiver)) throw new TypeError(\"Cannot read private member from an object whose class did not declare it\");\r\n    return kind === \"m\" ? f : kind === \"a\" ? f.call(receiver) : f ? f.value : state.get(receiver);\r\n}\r\n\r\nexport function __classPrivateFieldSet(receiver, state, value, kind, f) {\r\n    if (kind === \"m\") throw new TypeError(\"Private method is not writable\");\r\n    if (kind === \"a\" && !f) throw new TypeError(\"Private accessor was defined without a setter\");\r\n    if (typeof state === \"function\" ? receiver !== state || !f : !state.has(receiver)) throw new TypeError(\"Cannot write private member to an object whose class did not declare it\");\r\n    return (kind === \"a\" ? f.call(receiver, value) : f ? f.value = value : state.set(receiver, value)), value;\r\n}\r\n", "/**\n * Returns true if the object is a function.\n * @param value The value to check\n */\nexport function isFunction(value: any): value is (...args: any[]) => any {\n  return typeof value === 'function';\n}\n", "/**\n * Used to create Error subclasses until the community moves away from ES5.\n *\n * This is because compiling from TypeScript down to ES5 has issues with subclassing Errors\n * as well as other built-in types: https://github.com/Microsoft/TypeScript/issues/12123\n *\n * @param createImpl A factory function to create the actual constructor implementation. The returned\n * function should be a named function that calls `_super` internally.\n */\nexport function createErrorClass<T>(createImpl: (_super: any) => any): T {\n  const _super = (instance: any) => {\n    Error.call(instance);\n    instance.stack = new Error().stack;\n  };\n\n  const ctorFunc = createImpl(_super);\n  ctorFunc.prototype = Object.create(Error.prototype);\n  ctorFunc.prototype.constructor = ctorFunc;\n  return ctorFunc;\n}\n", "import { createErrorClass } from './createErrorClass';\n\nexport interface UnsubscriptionError extends Error {\n  readonly errors: any[];\n}\n\nexport interface UnsubscriptionErrorCtor {\n  /**\n   * @deprecated Internal implementation detail. Do not construct error instances.\n   * Cannot be tagged as internal: https://github.com/ReactiveX/rxjs/issues/6269\n   */\n  new (errors: any[]): UnsubscriptionError;\n}\n\n/**\n * An error thrown when one or more errors have occurred during the\n * `unsubscribe` of a {@link Subscription}.\n */\nexport const UnsubscriptionError: UnsubscriptionErrorCtor = createErrorClass(\n  (_super) =>\n    function UnsubscriptionErrorImpl(this: any, errors: (Error | string)[]) {\n      _super(this);\n      this.message = errors\n        ? `${errors.length} errors occurred during unsubscription:\n${errors.map((err, i) => `${i + 1}) ${err.toString()}`).join('\\n  ')}`\n        : '';\n      this.name = 'UnsubscriptionError';\n      this.errors = errors;\n    }\n);\n", "/**\n * Removes an item from an array, mutating it.\n * @param arr The array to remove the item from\n * @param item The item to remove\n */\nexport function arrRemove<T>(arr: T[] | undefined | null, item: T) {\n  if (arr) {\n    const index = arr.indexOf(item);\n    0 <= index && arr.splice(index, 1);\n  }\n}\n", "import { isFunction } from './util/isFunction';\nimport { UnsubscriptionError } from './util/UnsubscriptionError';\nimport { SubscriptionLike, TeardownLogic, Unsubscribable } from './types';\nimport { arrRemove } from './util/arrRemove';\n\n/**\n * Represents a disposable resource, such as the execution of an Observable. A\n * Subscription has one important method, `unsubscribe`, that takes no argument\n * and just disposes the resource held by the subscription.\n *\n * Additionally, subscriptions may be grouped together through the `add()`\n * method, which will attach a child Subscription to the current Subscription.\n * When a Subscription is unsubscribed, all its children (and its grandchildren)\n * will be unsubscribed as well.\n *\n * @class Subscription\n */\nexport class Subscription implements SubscriptionLike {\n  /** @nocollapse */\n  public static EMPTY = (() => {\n    const empty = new Subscription();\n    empty.closed = true;\n    return empty;\n  })();\n\n  /**\n   * A flag to indicate whether this Subscription has already been unsubscribed.\n   */\n  public closed = false;\n\n  private _parentage: Subscription[] | Subscription | null = null;\n\n  /**\n   * The list of registered finalizers to execute upon unsubscription. Adding and removing from this\n   * list occurs in the {@link #add} and {@link #remove} methods.\n   */\n  private _finalizers: Exclude<TeardownLogic, void>[] | null = null;\n\n  /**\n   * @param initialTeardown A function executed first as part of the finalization\n   * process that is kicked off when {@link #unsubscribe} is called.\n   */\n  constructor(private initialTeardown?: () => void) {}\n\n  /**\n   * Disposes the resources held by the subscription. May, for instance, cancel\n   * an ongoing Observable execution or cancel any other type of work that\n   * started when the Subscription was created.\n   * @return {void}\n   */\n  unsubscribe(): void {\n    let errors: any[] | undefined;\n\n    if (!this.closed) {\n      this.closed = true;\n\n      // Remove this from it's parents.\n      const { _parentage } = this;\n      if (_parentage) {\n        this._parentage = null;\n        if (Array.isArray(_parentage)) {\n          for (const parent of _parentage) {\n            parent.remove(this);\n          }\n        } else {\n          _parentage.remove(this);\n        }\n      }\n\n      const { initialTeardown: initialFinalizer } = this;\n      if (isFunction(initialFinalizer)) {\n        try {\n          initialFinalizer();\n        } catch (e) {\n          errors = e instanceof UnsubscriptionError ? e.errors : [e];\n        }\n      }\n\n      const { _finalizers } = this;\n      if (_finalizers) {\n        this._finalizers = null;\n        for (const finalizer of _finalizers) {\n          try {\n            execFinalizer(finalizer);\n          } catch (err) {\n            errors = errors ?? [];\n            if (err instanceof UnsubscriptionError) {\n              errors = [...errors, ...err.errors];\n            } else {\n              errors.push(err);\n            }\n          }\n        }\n      }\n\n      if (errors) {\n        throw new UnsubscriptionError(errors);\n      }\n    }\n  }\n\n  /**\n   * Adds a finalizer to this subscription, so that finalization will be unsubscribed/called\n   * when this subscription is unsubscribed. If this subscription is already {@link #closed},\n   * because it has already been unsubscribed, then whatever finalizer is passed to it\n   * will automatically be executed (unless the finalizer itself is also a closed subscription).\n   *\n   * Closed Subscriptions cannot be added as finalizers to any subscription. Adding a closed\n   * subscription to a any subscription will result in no operation. (A noop).\n   *\n   * Adding a subscription to itself, or adding `null` or `undefined` will not perform any\n   * operation at all. (A noop).\n   *\n   * `Subscription` instances that are added to this instance will automatically remove themselves\n   * if they are unsubscribed. Functions and {@link Unsubscribable} objects that you wish to remove\n   * will need to be removed manually with {@link #remove}\n   *\n   * @param teardown The finalization logic to add to this subscription.\n   */\n  add(teardown: TeardownLogic): void {\n    // Only add the finalizer if it's not undefined\n    // and don't add a subscription to itself.\n    if (teardown && teardown !== this) {\n      if (this.closed) {\n        // If this subscription is already closed,\n        // execute whatever finalizer is handed to it automatically.\n        execFinalizer(teardown);\n      } else {\n        if (teardown instanceof Subscription) {\n          // We don't add closed subscriptions, and we don't add the same subscription\n          // twice. Subscription unsubscribe is idempotent.\n          if (teardown.closed || teardown._hasParent(this)) {\n            return;\n          }\n          teardown._addParent(this);\n        }\n        (this._finalizers = this._finalizers ?? []).push(teardown);\n      }\n    }\n  }\n\n  /**\n   * Checks to see if a this subscription already has a particular parent.\n   * This will signal that this subscription has already been added to the parent in question.\n   * @param parent the parent to check for\n   */\n  private _hasParent(parent: Subscription) {\n    const { _parentage } = this;\n    return _parentage === parent || (Array.isArray(_parentage) && _parentage.includes(parent));\n  }\n\n  /**\n   * Adds a parent to this subscription so it can be removed from the parent if it\n   * unsubscribes on it's own.\n   *\n   * NOTE: THIS ASSUMES THAT {@link _hasParent} HAS ALREADY BEEN CHECKED.\n   * @param parent The parent subscription to add\n   */\n  private _addParent(parent: Subscription) {\n    const { _parentage } = this;\n    this._parentage = Array.isArray(_parentage) ? (_parentage.push(parent), _parentage) : _parentage ? [_parentage, parent] : parent;\n  }\n\n  /**\n   * Called on a child when it is removed via {@link #remove}.\n   * @param parent The parent to remove\n   */\n  private _removeParent(parent: Subscription) {\n    const { _parentage } = this;\n    if (_parentage === parent) {\n      this._parentage = null;\n    } else if (Array.isArray(_parentage)) {\n      arrRemove(_parentage, parent);\n    }\n  }\n\n  /**\n   * Removes a finalizer from this subscription that was previously added with the {@link #add} method.\n   *\n   * Note that `Subscription` instances, when unsubscribed, will automatically remove themselves\n   * from every other `Subscription` they have been added to. This means that using the `remove` method\n   * is not a common thing and should be used thoughtfully.\n   *\n   * If you add the same finalizer instance of a function or an unsubscribable object to a `Subscription` instance\n   * more than once, you will need to call `remove` the same number of times to remove all instances.\n   *\n   * All finalizer instances are removed to free up memory upon unsubscription.\n   *\n   * @param teardown The finalizer to remove from this subscription\n   */\n  remove(teardown: Exclude<TeardownLogic, void>): void {\n    const { _finalizers } = this;\n    _finalizers && arrRemove(_finalizers, teardown);\n\n    if (teardown instanceof Subscription) {\n      teardown._removeParent(this);\n    }\n  }\n}\n\nexport const EMPTY_SUBSCRIPTION = Subscription.EMPTY;\n\nexport function isSubscription(value: any): value is Subscription {\n  return (\n    value instanceof Subscription ||\n    (value && 'closed' in value && isFunction(value.remove) && isFunction(value.add) && isFunction(value.unsubscribe))\n  );\n}\n\nfunction execFinalizer(finalizer: Unsubscribable | (() => void)) {\n  if (isFunction(finalizer)) {\n    finalizer();\n  } else {\n    finalizer.unsubscribe();\n  }\n}\n", "import { Subscriber } from './Subscriber';\nimport { ObservableNotification } from './types';\n\n/**\n * The {@link GlobalConfig} object for RxJS. It is used to configure things\n * like how to react on unhandled errors.\n */\nexport const config: GlobalConfig = {\n  onUnhandledError: null,\n  onStoppedNotification: null,\n  Promise: undefined,\n  useDeprecatedSynchronousErrorHandling: false,\n  useDeprecatedNextContext: false,\n};\n\n/**\n * The global configuration object for RxJS, used to configure things\n * like how to react on unhandled errors. Accessible via {@link config}\n * object.\n */\nexport interface GlobalConfig {\n  /**\n   * A registration point for unhandled errors from RxJS. These are errors that\n   * cannot were not handled by consuming code in the usual subscription path. For\n   * example, if you have this configured, and you subscribe to an observable without\n   * providing an error handler, errors from that subscription will end up here. This\n   * will _always_ be called asynchronously on another job in the runtime. This is because\n   * we do not want errors thrown in this user-configured handler to interfere with the\n   * behavior of the library.\n   */\n  onUnhandledError: ((err: any) => void) | null;\n\n  /**\n   * A registration point for notifications that cannot be sent to subscribers because they\n   * have completed, errored or have been explicitly unsubscribed. By default, next, complete\n   * and error notifications sent to stopped subscribers are noops. However, sometimes callers\n   * might want a different behavior. For example, with sources that attempt to report errors\n   * to stopped subscribers, a caller can configure RxJS to throw an unhandled error instead.\n   * This will _always_ be called asynchronously on another job in the runtime. This is because\n   * we do not want errors thrown in this user-configured handler to interfere with the\n   * behavior of the library.\n   */\n  onStoppedNotification: ((notification: ObservableNotification<any>, subscriber: Subscriber<any>) => void) | null;\n\n  /**\n   * The promise constructor used by default for {@link Observable#toPromise toPromise} and {@link Observable#forEach forEach}\n   * methods.\n   *\n   * @deprecated As of version 8, RxJS will no longer support this sort of injection of a\n   * Promise constructor. If you need a Promise implementation other than native promises,\n   * please polyfill/patch Promise as you see appropriate. Will be removed in v8.\n   */\n  Promise?: PromiseConstructorLike;\n\n  /**\n   * If true, turns on synchronous error rethrowing, which is a deprecated behavior\n   * in v6 and higher. This behavior enables bad patterns like wrapping a subscribe\n   * call in a try/catch block. It also enables producer interference, a nasty bug\n   * where a multicast can be broken for all observers by a downstream consumer with\n   * an unhandled error. DO NOT USE THIS FLAG UNLESS IT'S NEEDED TO BUY TIME\n   * FOR MIGRATION REASONS.\n   *\n   * @deprecated As of version 8, RxJS will no longer support synchronous throwing\n   * of unhandled errors. All errors will be thrown on a separate call stack to prevent bad\n   * behaviors described above. Will be removed in v8.\n   */\n  useDeprecatedSynchronousErrorHandling: boolean;\n\n  /**\n   * If true, enables an as-of-yet undocumented feature from v5: The ability to access\n   * `unsubscribe()` via `this` context in `next` functions created in observers passed\n   * to `subscribe`.\n   *\n   * This is being removed because the performance was severely problematic, and it could also cause\n   * issues when types other than POJOs are passed to subscribe as subscribers, as they will likely have\n   * their `this` context overwritten.\n   *\n   * @deprecated As of version 8, RxJS will no longer support altering the\n   * context of next functions provided as part of an observer to Subscribe. Instead,\n   * you will have access to a subscription or a signal or token that will allow you to do things like\n   * unsubscribe and test closed status. Will be removed in v8.\n   */\n  useDeprecatedNextContext: boolean;\n}\n", "import type { TimerHandle } from './timerHandle';\ntype SetTimeoutFunction = (handler: () => void, timeout?: number, ...args: any[]) => TimerHandle;\ntype ClearTimeoutFunction = (handle: TimerHandle) => void;\n\ninterface TimeoutProvider {\n  setTimeout: SetTimeoutFunction;\n  clearTimeout: ClearTimeoutFunction;\n  delegate:\n    | {\n        setTimeout: SetTimeoutFunction;\n        clearTimeout: ClearTimeoutFunction;\n      }\n    | undefined;\n}\n\nexport const timeoutProvider: TimeoutProvider = {\n  // When accessing the delegate, use the variable rather than `this` so that\n  // the functions can be called without being bound to the provider.\n  setTimeout(handler: () => void, timeout?: number, ...args) {\n    const { delegate } = timeoutProvider;\n    if (delegate?.setTimeout) {\n      return delegate.setTimeout(handler, timeout, ...args);\n    }\n    return setTimeout(handler, timeout, ...args);\n  },\n  clearTimeout(handle) {\n    const { delegate } = timeoutProvider;\n    return (delegate?.clearTimeout || clearTimeout)(handle as any);\n  },\n  delegate: undefined,\n};\n", "import { config } from '../config';\nimport { timeoutProvider } from '../scheduler/timeoutProvider';\n\n/**\n * Handles an error on another job either with the user-configured {@link onUnhandledError},\n * or by throwing it on that new job so it can be picked up by `window.onerror`, `process.on('error')`, etc.\n *\n * This should be called whenever there is an error that is out-of-band with the subscription\n * or when an error hits a terminal boundary of the subscription and no error handler was provided.\n *\n * @param err the error to report\n */\nexport function reportUnhandledError(err: any) {\n  timeoutProvider.setTimeout(() => {\n    const { onUnhandledError } = config;\n    if (onUnhandledError) {\n      // Execute the user-configured error handler.\n      onUnhandledError(err);\n    } else {\n      // Throw so it is picked up by the runtime's uncaught error mechanism.\n      throw err;\n    }\n  });\n}\n", "/* tslint:disable:no-empty */\nexport function noop() { }\n", "import { CompleteNotification, NextNotification, ErrorNotification } from './types';\n\n/**\n * A completion object optimized for memory use and created to be the\n * same \"shape\" as other notifications in v8.\n * @internal\n */\nexport const COMPLETE_NOTIFICATION = (() => createNotification('C', undefined, undefined) as CompleteNotification)();\n\n/**\n * Internal use only. Creates an optimized error notification that is the same \"shape\"\n * as other notifications.\n * @internal\n */\nexport function errorNotification(error: any): ErrorNotification {\n  return createNotification('E', undefined, error) as any;\n}\n\n/**\n * Internal use only. Creates an optimized next notification that is the same \"shape\"\n * as other notifications.\n * @internal\n */\nexport function nextNotification<T>(value: T) {\n  return createNotification('N', value, undefined) as NextNotification<T>;\n}\n\n/**\n * Ensures that all notifications created internally have the same \"shape\" in v8.\n *\n * TODO: This is only exported to support a crazy legacy test in `groupBy`.\n * @internal\n */\nexport function createNotification(kind: 'N' | 'E' | 'C', value: any, error: any) {\n  return {\n    kind,\n    value,\n    error,\n  };\n}\n", "import { config } from '../config';\n\nlet context: { errorThrown: boolean; error: any } | null = null;\n\n/**\n * Handles dealing with errors for super-gross mode. Creates a context, in which\n * any synchronously thrown errors will be passed to {@link captureError}. Which\n * will record the error such that it will be rethrown after the call back is complete.\n * TODO: Remove in v8\n * @param cb An immediately executed function.\n */\nexport function errorContext(cb: () => void) {\n  if (config.useDeprecatedSynchronousErrorHandling) {\n    const isRoot = !context;\n    if (isRoot) {\n      context = { errorThrown: false, error: null };\n    }\n    cb();\n    if (isRoot) {\n      const { errorThrown, error } = context!;\n      context = null;\n      if (errorThrown) {\n        throw error;\n      }\n    }\n  } else {\n    // This is the general non-deprecated path for everyone that\n    // isn't crazy enough to use super-gross mode (useDeprecatedSynchronousErrorHandling)\n    cb();\n  }\n}\n\n/**\n * Captures errors only in super-gross mode.\n * @param err the error to capture\n */\nexport function captureError(err: any) {\n  if (config.useDeprecatedSynchronousErrorHandling && context) {\n    context.errorThrown = true;\n    context.error = err;\n  }\n}\n", "import { isFunction } from './util/isFunction';\nimport { Observer, ObservableNotification } from './types';\nimport { isSubscription, Subscription } from './Subscription';\nimport { config } from './config';\nimport { reportUnhandledError } from './util/reportUnhandledError';\nimport { noop } from './util/noop';\nimport { nextNotification, errorNotification, COMPLETE_NOTIFICATION } from './NotificationFactories';\nimport { timeoutProvider } from './scheduler/timeoutProvider';\nimport { captureError } from './util/errorContext';\n\n/**\n * Implements the {@link Observer} interface and extends the\n * {@link Subscription} class. While the {@link Observer} is the public API for\n * consuming the values of an {@link Observable}, all Observers get converted to\n * a Subscriber, in order to provide Subscription-like capabilities such as\n * `unsubscribe`. Subscriber is a common type in RxJS, and crucial for\n * implementing operators, but it is rarely used as a public API.\n *\n * @class Subscriber<T>\n */\nexport class Subscriber<T> extends Subscription implements Observer<T> {\n  /**\n   * A static factory for a Subscriber, given a (potentially partial) definition\n   * of an Observer.\n   * @param next The `next` callback of an Observer.\n   * @param error The `error` callback of an\n   * Observer.\n   * @param complete The `complete` callback of an\n   * Observer.\n   * @return A Subscriber wrapping the (partially defined)\n   * Observer represented by the given arguments.\n   * @nocollapse\n   * @deprecated Do not use. Will be removed in v8. There is no replacement for this\n   * method, and there is no reason to be creating instances of `Subscriber` directly.\n   * If you have a specific use case, please file an issue.\n   */\n  static create<T>(next?: (x?: T) => void, error?: (e?: any) => void, complete?: () => void): Subscriber<T> {\n    return new SafeSubscriber(next, error, complete);\n  }\n\n  /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n  protected isStopped: boolean = false;\n  /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n  protected destination: Subscriber<any> | Observer<any>; // this `any` is the escape hatch to erase extra type param (e.g. R)\n\n  /**\n   * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n   * There is no reason to directly create an instance of Subscriber. This type is exported for typings reasons.\n   */\n  constructor(destination?: Subscriber<any> | Observer<any>) {\n    super();\n    if (destination) {\n      this.destination = destination;\n      // Automatically chain subscriptions together here.\n      // if destination is a Subscription, then it is a Subscriber.\n      if (isSubscription(destination)) {\n        destination.add(this);\n      }\n    } else {\n      this.destination = EMPTY_OBSERVER;\n    }\n  }\n\n  /**\n   * The {@link Observer} callback to receive notifications of type `next` from\n   * the Observable, with a value. The Observable may call this method 0 or more\n   * times.\n   * @param {T} [value] The `next` value.\n   * @return {void}\n   */\n  next(value?: T): void {\n    if (this.isStopped) {\n      handleStoppedNotification(nextNotification(value), this);\n    } else {\n      this._next(value!);\n    }\n  }\n\n  /**\n   * The {@link Observer} callback to receive notifications of type `error` from\n   * the Observable, with an attached `Error`. Notifies the Observer that\n   * the Observable has experienced an error condition.\n   * @param {any} [err] The `error` exception.\n   * @return {void}\n   */\n  error(err?: any): void {\n    if (this.isStopped) {\n      handleStoppedNotification(errorNotification(err), this);\n    } else {\n      this.isStopped = true;\n      this._error(err);\n    }\n  }\n\n  /**\n   * The {@link Observer} callback to receive a valueless notification of type\n   * `complete` from the Observable. Notifies the Observer that the Observable\n   * has finished sending push-based notifications.\n   * @return {void}\n   */\n  complete(): void {\n    if (this.isStopped) {\n      handleStoppedNotification(COMPLETE_NOTIFICATION, this);\n    } else {\n      this.isStopped = true;\n      this._complete();\n    }\n  }\n\n  unsubscribe(): void {\n    if (!this.closed) {\n      this.isStopped = true;\n      super.unsubscribe();\n      this.destination = null!;\n    }\n  }\n\n  protected _next(value: T): void {\n    this.destination.next(value);\n  }\n\n  protected _error(err: any): void {\n    try {\n      this.destination.error(err);\n    } finally {\n      this.unsubscribe();\n    }\n  }\n\n  protected _complete(): void {\n    try {\n      this.destination.complete();\n    } finally {\n      this.unsubscribe();\n    }\n  }\n}\n\n/**\n * This bind is captured here because we want to be able to have\n * compatibility with monoid libraries that tend to use a method named\n * `bind`. In particular, a library called Monio requires this.\n */\nconst _bind = Function.prototype.bind;\n\nfunction bind<Fn extends (...args: any[]) => any>(fn: Fn, thisArg: any): Fn {\n  return _bind.call(fn, thisArg);\n}\n\n/**\n * Internal optimization only, DO NOT EXPOSE.\n * @internal\n */\nclass ConsumerObserver<T> implements Observer<T> {\n  constructor(private partialObserver: Partial<Observer<T>>) {}\n\n  next(value: T): void {\n    const { partialObserver } = this;\n    if (partialObserver.next) {\n      try {\n        partialObserver.next(value);\n      } catch (error) {\n        handleUnhandledError(error);\n      }\n    }\n  }\n\n  error(err: any): void {\n    const { partialObserver } = this;\n    if (partialObserver.error) {\n      try {\n        partialObserver.error(err);\n      } catch (error) {\n        handleUnhandledError(error);\n      }\n    } else {\n      handleUnhandledError(err);\n    }\n  }\n\n  complete(): void {\n    const { partialObserver } = this;\n    if (partialObserver.complete) {\n      try {\n        partialObserver.complete();\n      } catch (error) {\n        handleUnhandledError(error);\n      }\n    }\n  }\n}\n\nexport class SafeSubscriber<T> extends Subscriber<T> {\n  constructor(\n    observerOrNext?: Partial<Observer<T>> | ((value: T) => void) | null,\n    error?: ((e?: any) => void) | null,\n    complete?: (() => void) | null\n  ) {\n    super();\n\n    let partialObserver: Partial<Observer<T>>;\n    if (isFunction(observerOrNext) || !observerOrNext) {\n      // The first argument is a function, not an observer. The next\n      // two arguments *could* be observers, or they could be empty.\n      partialObserver = {\n        next: (observerOrNext ?? undefined) as (((value: T) => void) | undefined),\n        error: error ?? undefined,\n        complete: complete ?? undefined,\n      };\n    } else {\n      // The first argument is a partial observer.\n      let context: any;\n      if (this && config.useDeprecatedNextContext) {\n        // This is a deprecated path that made `this.unsubscribe()` available in\n        // next handler functions passed to subscribe. This only exists behind a flag\n        // now, as it is *very* slow.\n        context = Object.create(observerOrNext);\n        context.unsubscribe = () => this.unsubscribe();\n        partialObserver = {\n          next: observerOrNext.next && bind(observerOrNext.next, context),\n          error: observerOrNext.error && bind(observerOrNext.error, context),\n          complete: observerOrNext.complete && bind(observerOrNext.complete, context),\n        };\n      } else {\n        // The \"normal\" path. Just use the partial observer directly.\n        partialObserver = observerOrNext;\n      }\n    }\n\n    // Wrap the partial observer to ensure it's a full observer, and\n    // make sure proper error handling is accounted for.\n    this.destination = new ConsumerObserver(partialObserver);\n  }\n}\n\nfunction handleUnhandledError(error: any) {\n  if (config.useDeprecatedSynchronousErrorHandling) {\n    captureError(error);\n  } else {\n    // Ideal path, we report this as an unhandled error,\n    // which is thrown on a new call stack.\n    reportUnhandledError(error);\n  }\n}\n\n/**\n * An error handler used when no error handler was supplied\n * to the SafeSubscriber -- meaning no error handler was supplied\n * do the `subscribe` call on our observable.\n * @param err The error to handle\n */\nfunction defaultErrorHandler(err: any) {\n  throw err;\n}\n\n/**\n * A handler for notifications that cannot be sent to a stopped subscriber.\n * @param notification The notification being sent\n * @param subscriber The stopped subscriber\n */\nfunction handleStoppedNotification(notification: ObservableNotification<any>, subscriber: Subscriber<any>) {\n  const { onStoppedNotification } = config;\n  onStoppedNotification && timeoutProvider.setTimeout(() => onStoppedNotification(notification, subscriber));\n}\n\n/**\n * The observer used as a stub for subscriptions where the user did not\n * pass any arguments to `subscribe`. Comes with the default error handling\n * behavior.\n */\nexport const EMPTY_OBSERVER: Readonly<Observer<any>> & { closed: true } = {\n  closed: true,\n  next: noop,\n  error: defaultErrorHandler,\n  complete: noop,\n};\n", "/**\n * Symbol.observable or a string \"@@observable\". Used for interop\n *\n * @deprecated We will no longer be exporting this symbol in upcoming versions of RxJS.\n * Instead polyfill and use Symbol.observable directly *or* use https://www.npmjs.com/package/symbol-observable\n */\nexport const observable: string | symbol = (() => (typeof Symbol === 'function' && Symbol.observable) || '@@observable')();\n", "/**\n * This function takes one parameter and just returns it. Simply put,\n * this is like `<T>(x: T): T => x`.\n *\n * ## Examples\n *\n * This is useful in some cases when using things like `mergeMap`\n *\n * ```ts\n * import { interval, take, map, range, mergeMap, identity } from 'rxjs';\n *\n * const source$ = interval(1000).pipe(take(5));\n *\n * const result$ = source$.pipe(\n *   map(i => range(i)),\n *   mergeMap(identity) // same as mergeMap(x => x)\n * );\n *\n * result$.subscribe({\n *   next: console.log\n * });\n * ```\n *\n * Or when you want to selectively apply an operator\n *\n * ```ts\n * import { interval, take, identity } from 'rxjs';\n *\n * const shouldLimit = () => Math.random() < 0.5;\n *\n * const source$ = interval(1000);\n *\n * const result$ = source$.pipe(shouldLimit() ? take(5) : identity);\n *\n * result$.subscribe({\n *   next: console.log\n * });\n * ```\n *\n * @param x Any value that is returned by this function\n * @returns The value passed as the first parameter to this function\n */\nexport function identity<T>(x: T): T {\n  return x;\n}\n", "import { identity } from './identity';\nimport { UnaryFunction } from '../types';\n\nexport function pipe(): typeof identity;\nexport function pipe<T, A>(fn1: UnaryFunction<T, A>): UnaryFunction<T, A>;\nexport function pipe<T, A, B>(fn1: UnaryFunction<T, A>, fn2: UnaryFunction<A, B>): UnaryFunction<T, B>;\nexport function pipe<T, A, B, C>(fn1: UnaryFunction<T, A>, fn2: UnaryFunction<A, B>, fn3: UnaryFunction<B, C>): UnaryFunction<T, C>;\nexport function pipe<T, A, B, C, D>(\n  fn1: UnaryFunction<T, A>,\n  fn2: UnaryFunction<A, B>,\n  fn3: UnaryFunction<B, C>,\n  fn4: UnaryFunction<C, D>\n): UnaryFunction<T, D>;\nexport function pipe<T, A, B, C, D, E>(\n  fn1: UnaryFunction<T, A>,\n  fn2: UnaryFunction<A, B>,\n  fn3: UnaryFunction<B, C>,\n  fn4: UnaryFunction<C, D>,\n  fn5: UnaryFunction<D, E>\n): UnaryFunction<T, E>;\nexport function pipe<T, A, B, C, D, E, F>(\n  fn1: UnaryFunction<T, A>,\n  fn2: UnaryFunction<A, B>,\n  fn3: UnaryFunction<B, C>,\n  fn4: UnaryFunction<C, D>,\n  fn5: UnaryFunction<D, E>,\n  fn6: UnaryFunction<E, F>\n): UnaryFunction<T, F>;\nexport function pipe<T, A, B, C, D, E, F, G>(\n  fn1: UnaryFunction<T, A>,\n  fn2: UnaryFunction<A, B>,\n  fn3: UnaryFunction<B, C>,\n  fn4: UnaryFunction<C, D>,\n  fn5: UnaryFunction<D, E>,\n  fn6: UnaryFunction<E, F>,\n  fn7: UnaryFunction<F, G>\n): UnaryFunction<T, G>;\nexport function pipe<T, A, B, C, D, E, F, G, H>(\n  fn1: UnaryFunction<T, A>,\n  fn2: UnaryFunction<A, B>,\n  fn3: UnaryFunction<B, C>,\n  fn4: UnaryFunction<C, D>,\n  fn5: UnaryFunction<D, E>,\n  fn6: UnaryFunction<E, F>,\n  fn7: UnaryFunction<F, G>,\n  fn8: UnaryFunction<G, H>\n): UnaryFunction<T, H>;\nexport function pipe<T, A, B, C, D, E, F, G, H, I>(\n  fn1: UnaryFunction<T, A>,\n  fn2: UnaryFunction<A, B>,\n  fn3: UnaryFunction<B, C>,\n  fn4: UnaryFunction<C, D>,\n  fn5: UnaryFunction<D, E>,\n  fn6: UnaryFunction<E, F>,\n  fn7: UnaryFunction<F, G>,\n  fn8: UnaryFunction<G, H>,\n  fn9: UnaryFunction<H, I>\n): UnaryFunction<T, I>;\nexport function pipe<T, A, B, C, D, E, F, G, H, I>(\n  fn1: UnaryFunction<T, A>,\n  fn2: UnaryFunction<A, B>,\n  fn3: UnaryFunction<B, C>,\n  fn4: UnaryFunction<C, D>,\n  fn5: UnaryFunction<D, E>,\n  fn6: UnaryFunction<E, F>,\n  fn7: UnaryFunction<F, G>,\n  fn8: UnaryFunction<G, H>,\n  fn9: UnaryFunction<H, I>,\n  ...fns: UnaryFunction<any, any>[]\n): UnaryFunction<T, unknown>;\n\n/**\n * pipe() can be called on one or more functions, each of which can take one argument (\"UnaryFunction\")\n * and uses it to return a value.\n * It returns a function that takes one argument, passes it to the first UnaryFunction, and then\n * passes the result to the next one, passes that result to the next one, and so on.  \n */\nexport function pipe(...fns: Array<UnaryFunction<any, any>>): UnaryFunction<any, any> {\n  return pipeFromArray(fns);\n}\n\n/** @internal */\nexport function pipeFromArray<T, R>(fns: Array<UnaryFunction<T, R>>): UnaryFunction<T, R> {\n  if (fns.length === 0) {\n    return identity as UnaryFunction<any, any>;\n  }\n\n  if (fns.length === 1) {\n    return fns[0];\n  }\n\n  return function piped(input: T): R {\n    return fns.reduce((prev: any, fn: UnaryFunction<T, R>) => fn(prev), input as any);\n  };\n}\n", "import { Operator } from './Operator';\nimport { SafeSubscriber, Subscriber } from './Subscriber';\nimport { isSubscription, Subscription } from './Subscription';\nimport { TeardownLogic, OperatorFunction, Subscribable, Observer } from './types';\nimport { observable as Symbol_observable } from './symbol/observable';\nimport { pipeFromArray } from './util/pipe';\nimport { config } from './config';\nimport { isFunction } from './util/isFunction';\nimport { errorContext } from './util/errorContext';\n\n/**\n * A representation of any set of values over any amount of time. This is the most basic building block\n * of RxJS.\n *\n * @class Observable<T>\n */\nexport class Observable<T> implements Subscribable<T> {\n  /**\n   * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n   */\n  source: Observable<any> | undefined;\n\n  /**\n   * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n   */\n  operator: Operator<any, T> | undefined;\n\n  /**\n   * @constructor\n   * @param {Function} subscribe the function that is called when the Observable is\n   * initially subscribed to. This function is given a Subscriber, to which new values\n   * can be `next`ed, or an `error` method can be called to raise an error, or\n   * `complete` can be called to notify of a successful completion.\n   */\n  constructor(subscribe?: (this: Observable<T>, subscriber: Subscriber<T>) => TeardownLogic) {\n    if (subscribe) {\n      this._subscribe = subscribe;\n    }\n  }\n\n  // HACK: Since TypeScript inherits static properties too, we have to\n  // fight against TypeScript here so Subject can have a different static create signature\n  /**\n   * Creates a new Observable by calling the Observable constructor\n   * @owner Observable\n   * @method create\n   * @param {Function} subscribe? the subscriber function to be passed to the Observable constructor\n   * @return {Observable} a new observable\n   * @nocollapse\n   * @deprecated Use `new Observable()` instead. Will be removed in v8.\n   */\n  static create: (...args: any[]) => any = <T>(subscribe?: (subscriber: Subscriber<T>) => TeardownLogic) => {\n    return new Observable<T>(subscribe);\n  };\n\n  /**\n   * Creates a new Observable, with this Observable instance as the source, and the passed\n   * operator defined as the new observable's operator.\n   * @method lift\n   * @param operator the operator defining the operation to take on the observable\n   * @return a new observable with the Operator applied\n   * @deprecated Internal implementation detail, do not use directly. Will be made internal in v8.\n   * If you have implemented an operator using `lift`, it is recommended that you create an\n   * operator by simply returning `new Observable()` directly. See \"Creating new operators from\n   * scratch\" section here: https://rxjs.dev/guide/operators\n   */\n  lift<R>(operator?: Operator<T, R>): Observable<R> {\n    const observable = new Observable<R>();\n    observable.source = this;\n    observable.operator = operator;\n    return observable;\n  }\n\n  subscribe(observerOrNext?: Partial<Observer<T>> | ((value: T) => void)): Subscription;\n  /** @deprecated Instead of passing separate callback arguments, use an observer argument. Signatures taking separate callback arguments will be removed in v8. Details: https://rxjs.dev/deprecations/subscribe-arguments */\n  subscribe(next?: ((value: T) => void) | null, error?: ((error: any) => void) | null, complete?: (() => void) | null): Subscription;\n  /**\n   * Invokes an execution of an Observable and registers Observer handlers for notifications it will emit.\n   *\n   * <span class=\"informal\">Use it when you have all these Observables, but still nothing is happening.</span>\n   *\n   * `subscribe` is not a regular operator, but a method that calls Observable's internal `subscribe` function. It\n   * might be for example a function that you passed to Observable's constructor, but most of the time it is\n   * a library implementation, which defines what will be emitted by an Observable, and when it be will emitted. This means\n   * that calling `subscribe` is actually the moment when Observable starts its work, not when it is created, as it is often\n   * the thought.\n   *\n   * Apart from starting the execution of an Observable, this method allows you to listen for values\n   * that an Observable emits, as well as for when it completes or errors. You can achieve this in two\n   * of the following ways.\n   *\n   * The first way is creating an object that implements {@link Observer} interface. It should have methods\n   * defined by that interface, but note that it should be just a regular JavaScript object, which you can create\n   * yourself in any way you want (ES6 class, classic function constructor, object literal etc.). In particular, do\n   * not attempt to use any RxJS implementation details to create Observers - you don't need them. Remember also\n   * that your object does not have to implement all methods. If you find yourself creating a method that doesn't\n   * do anything, you can simply omit it. Note however, if the `error` method is not provided and an error happens,\n   * it will be thrown asynchronously. Errors thrown asynchronously cannot be caught using `try`/`catch`. Instead,\n   * use the {@link onUnhandledError} configuration option or use a runtime handler (like `window.onerror` or\n   * `process.on('error)`) to be notified of unhandled errors. Because of this, it's recommended that you provide\n   * an `error` method to avoid missing thrown errors.\n   *\n   * The second way is to give up on Observer object altogether and simply provide callback functions in place of its methods.\n   * This means you can provide three functions as arguments to `subscribe`, where the first function is equivalent\n   * of a `next` method, the second of an `error` method and the third of a `complete` method. Just as in case of an Observer,\n   * if you do not need to listen for something, you can omit a function by passing `undefined` or `null`,\n   * since `subscribe` recognizes these functions by where they were placed in function call. When it comes\n   * to the `error` function, as with an Observer, if not provided, errors emitted by an Observable will be thrown asynchronously.\n   *\n   * You can, however, subscribe with no parameters at all. This may be the case where you're not interested in terminal events\n   * and you also handled emissions internally by using operators (e.g. using `tap`).\n   *\n   * Whichever style of calling `subscribe` you use, in both cases it returns a Subscription object.\n   * This object allows you to call `unsubscribe` on it, which in turn will stop the work that an Observable does and will clean\n   * up all resources that an Observable used. Note that cancelling a subscription will not call `complete` callback\n   * provided to `subscribe` function, which is reserved for a regular completion signal that comes from an Observable.\n   *\n   * Remember that callbacks provided to `subscribe` are not guaranteed to be called asynchronously.\n   * It is an Observable itself that decides when these functions will be called. For example {@link of}\n   * by default emits all its values synchronously. Always check documentation for how given Observable\n   * will behave when subscribed and if its default behavior can be modified with a `scheduler`.\n   *\n   * #### Examples\n   *\n   * Subscribe with an {@link guide/observer Observer}\n   *\n   * ```ts\n   * import { of } from 'rxjs';\n   *\n   * const sumObserver = {\n   *   sum: 0,\n   *   next(value) {\n   *     console.log('Adding: ' + value);\n   *     this.sum = this.sum + value;\n   *   },\n   *   error() {\n   *     // We actually could just remove this method,\n   *     // since we do not really care about errors right now.\n   *   },\n   *   complete() {\n   *     console.log('Sum equals: ' + this.sum);\n   *   }\n   * };\n   *\n   * of(1, 2, 3) // Synchronously emits 1, 2, 3 and then completes.\n   *   .subscribe(sumObserver);\n   *\n   * // Logs:\n   * // 'Adding: 1'\n   * // 'Adding: 2'\n   * // 'Adding: 3'\n   * // 'Sum equals: 6'\n   * ```\n   *\n   * Subscribe with functions ({@link deprecations/subscribe-arguments deprecated})\n   *\n   * ```ts\n   * import { of } from 'rxjs'\n   *\n   * let sum = 0;\n   *\n   * of(1, 2, 3).subscribe(\n   *   value => {\n   *     console.log('Adding: ' + value);\n   *     sum = sum + value;\n   *   },\n   *   undefined,\n   *   () => console.log('Sum equals: ' + sum)\n   * );\n   *\n   * // Logs:\n   * // 'Adding: 1'\n   * // 'Adding: 2'\n   * // 'Adding: 3'\n   * // 'Sum equals: 6'\n   * ```\n   *\n   * Cancel a subscription\n   *\n   * ```ts\n   * import { interval } from 'rxjs';\n   *\n   * const subscription = interval(1000).subscribe({\n   *   next(num) {\n   *     console.log(num)\n   *   },\n   *   complete() {\n   *     // Will not be called, even when cancelling subscription.\n   *     console.log('completed!');\n   *   }\n   * });\n   *\n   * setTimeout(() => {\n   *   subscription.unsubscribe();\n   *   console.log('unsubscribed!');\n   * }, 2500);\n   *\n   * // Logs:\n   * // 0 after 1s\n   * // 1 after 2s\n   * // 'unsubscribed!' after 2.5s\n   * ```\n   *\n   * @param {Observer|Function} observerOrNext (optional) Either an observer with methods to be called,\n   * or the first of three possible handlers, which is the handler for each value emitted from the subscribed\n   * Observable.\n   * @param {Function} error (optional) A handler for a terminal event resulting from an error. If no error handler is provided,\n   * the error will be thrown asynchronously as unhandled.\n   * @param {Function} complete (optional) A handler for a terminal event resulting from successful completion.\n   * @return {Subscription} a subscription reference to the registered handlers\n   * @method subscribe\n   */\n  subscribe(\n    observerOrNext?: Partial<Observer<T>> | ((value: T) => void) | null,\n    error?: ((error: any) => void) | null,\n    complete?: (() => void) | null\n  ): Subscription {\n    const subscriber = isSubscriber(observerOrNext) ? observerOrNext : new SafeSubscriber(observerOrNext, error, complete);\n\n    errorContext(() => {\n      const { operator, source } = this;\n      subscriber.add(\n        operator\n          ? // We're dealing with a subscription in the\n            // operator chain to one of our lifted operators.\n            operator.call(subscriber, source)\n          : source\n          ? // If `source` has a value, but `operator` does not, something that\n            // had intimate knowledge of our API, like our `Subject`, must have\n            // set it. We're going to just call `_subscribe` directly.\n            this._subscribe(subscriber)\n          : // In all other cases, we're likely wrapping a user-provided initializer\n            // function, so we need to catch errors and handle them appropriately.\n            this._trySubscribe(subscriber)\n      );\n    });\n\n    return subscriber;\n  }\n\n  /** @internal */\n  protected _trySubscribe(sink: Subscriber<T>): TeardownLogic {\n    try {\n      return this._subscribe(sink);\n    } catch (err) {\n      // We don't need to return anything in this case,\n      // because it's just going to try to `add()` to a subscription\n      // above.\n      sink.error(err);\n    }\n  }\n\n  /**\n   * Used as a NON-CANCELLABLE means of subscribing to an observable, for use with\n   * APIs that expect promises, like `async/await`. You cannot unsubscribe from this.\n   *\n   * **WARNING**: Only use this with observables you *know* will complete. If the source\n   * observable does not complete, you will end up with a promise that is hung up, and\n   * potentially all of the state of an async function hanging out in memory. To avoid\n   * this situation, look into adding something like {@link timeout}, {@link take},\n   * {@link takeWhile}, or {@link takeUntil} amongst others.\n   *\n   * #### Example\n   *\n   * ```ts\n   * import { interval, take } from 'rxjs';\n   *\n   * const source$ = interval(1000).pipe(take(4));\n   *\n   * async function getTotal() {\n   *   let total = 0;\n   *\n   *   await source$.forEach(value => {\n   *     total += value;\n   *     console.log('observable -> ' + value);\n   *   });\n   *\n   *   return total;\n   * }\n   *\n   * getTotal().then(\n   *   total => console.log('Total: ' + total)\n   * );\n   *\n   * // Expected:\n   * // 'observable -> 0'\n   * // 'observable -> 1'\n   * // 'observable -> 2'\n   * // 'observable -> 3'\n   * // 'Total: 6'\n   * ```\n   *\n   * @param next a handler for each value emitted by the observable\n   * @return a promise that either resolves on observable completion or\n   *  rejects with the handled error\n   */\n  forEach(next: (value: T) => void): Promise<void>;\n\n  /**\n   * @param next a handler for each value emitted by the observable\n   * @param promiseCtor a constructor function used to instantiate the Promise\n   * @return a promise that either resolves on observable completion or\n   *  rejects with the handled error\n   * @deprecated Passing a Promise constructor will no longer be available\n   * in upcoming versions of RxJS. This is because it adds weight to the library, for very\n   * little benefit. If you need this functionality, it is recommended that you either\n   * polyfill Promise, or you create an adapter to convert the returned native promise\n   * to whatever promise implementation you wanted. Will be removed in v8.\n   */\n  forEach(next: (value: T) => void, promiseCtor: PromiseConstructorLike): Promise<void>;\n\n  forEach(next: (value: T) => void, promiseCtor?: PromiseConstructorLike): Promise<void> {\n    promiseCtor = getPromiseCtor(promiseCtor);\n\n    return new promiseCtor<void>((resolve, reject) => {\n      const subscriber = new SafeSubscriber<T>({\n        next: (value) => {\n          try {\n            next(value);\n          } catch (err) {\n            reject(err);\n            subscriber.unsubscribe();\n          }\n        },\n        error: reject,\n        complete: resolve,\n      });\n      this.subscribe(subscriber);\n    }) as Promise<void>;\n  }\n\n  /** @internal */\n  protected _subscribe(subscriber: Subscriber<any>): TeardownLogic {\n    return this.source?.subscribe(subscriber);\n  }\n\n  /**\n   * An interop point defined by the es7-observable spec https://github.com/zenparsing/es-observable\n   * @method Symbol.observable\n   * @return {Observable} this instance of the observable\n   */\n  [Symbol_observable]() {\n    return this;\n  }\n\n  /* tslint:disable:max-line-length */\n  pipe(): Observable<T>;\n  pipe<A>(op1: OperatorFunction<T, A>): Observable<A>;\n  pipe<A, B>(op1: OperatorFunction<T, A>, op2: OperatorFunction<A, B>): Observable<B>;\n  pipe<A, B, C>(op1: OperatorFunction<T, A>, op2: OperatorFunction<A, B>, op3: OperatorFunction<B, C>): Observable<C>;\n  pipe<A, B, C, D>(\n    op1: OperatorFunction<T, A>,\n    op2: OperatorFunction<A, B>,\n    op3: OperatorFunction<B, C>,\n    op4: OperatorFunction<C, D>\n  ): Observable<D>;\n  pipe<A, B, C, D, E>(\n    op1: OperatorFunction<T, A>,\n    op2: OperatorFunction<A, B>,\n    op3: OperatorFunction<B, C>,\n    op4: OperatorFunction<C, D>,\n    op5: OperatorFunction<D, E>\n  ): Observable<E>;\n  pipe<A, B, C, D, E, F>(\n    op1: OperatorFunction<T, A>,\n    op2: OperatorFunction<A, B>,\n    op3: OperatorFunction<B, C>,\n    op4: OperatorFunction<C, D>,\n    op5: OperatorFunction<D, E>,\n    op6: OperatorFunction<E, F>\n  ): Observable<F>;\n  pipe<A, B, C, D, E, F, G>(\n    op1: OperatorFunction<T, A>,\n    op2: OperatorFunction<A, B>,\n    op3: OperatorFunction<B, C>,\n    op4: OperatorFunction<C, D>,\n    op5: OperatorFunction<D, E>,\n    op6: OperatorFunction<E, F>,\n    op7: OperatorFunction<F, G>\n  ): Observable<G>;\n  pipe<A, B, C, D, E, F, G, H>(\n    op1: OperatorFunction<T, A>,\n    op2: OperatorFunction<A, B>,\n    op3: OperatorFunction<B, C>,\n    op4: OperatorFunction<C, D>,\n    op5: OperatorFunction<D, E>,\n    op6: OperatorFunction<E, F>,\n    op7: OperatorFunction<F, G>,\n    op8: OperatorFunction<G, H>\n  ): Observable<H>;\n  pipe<A, B, C, D, E, F, G, H, I>(\n    op1: OperatorFunction<T, A>,\n    op2: OperatorFunction<A, B>,\n    op3: OperatorFunction<B, C>,\n    op4: OperatorFunction<C, D>,\n    op5: OperatorFunction<D, E>,\n    op6: OperatorFunction<E, F>,\n    op7: OperatorFunction<F, G>,\n    op8: OperatorFunction<G, H>,\n    op9: OperatorFunction<H, I>\n  ): Observable<I>;\n  pipe<A, B, C, D, E, F, G, H, I>(\n    op1: OperatorFunction<T, A>,\n    op2: OperatorFunction<A, B>,\n    op3: OperatorFunction<B, C>,\n    op4: OperatorFunction<C, D>,\n    op5: OperatorFunction<D, E>,\n    op6: OperatorFunction<E, F>,\n    op7: OperatorFunction<F, G>,\n    op8: OperatorFunction<G, H>,\n    op9: OperatorFunction<H, I>,\n    ...operations: OperatorFunction<any, any>[]\n  ): Observable<unknown>;\n  /* tslint:enable:max-line-length */\n\n  /**\n   * Used to stitch together functional operators into a chain.\n   * @method pipe\n   * @return {Observable} the Observable result of all of the operators having\n   * been called in the order they were passed in.\n   *\n   * ## Example\n   *\n   * ```ts\n   * import { interval, filter, map, scan } from 'rxjs';\n   *\n   * interval(1000)\n   *   .pipe(\n   *     filter(x => x % 2 === 0),\n   *     map(x => x + x),\n   *     scan((acc, x) => acc + x)\n   *   )\n   *   .subscribe(x => console.log(x));\n   * ```\n   */\n  pipe(...operations: OperatorFunction<any, any>[]): Observable<any> {\n    return pipeFromArray(operations)(this);\n  }\n\n  /* tslint:disable:max-line-length */\n  /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n  toPromise(): Promise<T | undefined>;\n  /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n  toPromise(PromiseCtor: typeof Promise): Promise<T | undefined>;\n  /** @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise */\n  toPromise(PromiseCtor: PromiseConstructorLike): Promise<T | undefined>;\n  /* tslint:enable:max-line-length */\n\n  /**\n   * Subscribe to this Observable and get a Promise resolving on\n   * `complete` with the last emission (if any).\n   *\n   * **WARNING**: Only use this with observables you *know* will complete. If the source\n   * observable does not complete, you will end up with a promise that is hung up, and\n   * potentially all of the state of an async function hanging out in memory. To avoid\n   * this situation, look into adding something like {@link timeout}, {@link take},\n   * {@link takeWhile}, or {@link takeUntil} amongst others.\n   *\n   * @method toPromise\n   * @param [promiseCtor] a constructor function used to instantiate\n   * the Promise\n   * @return A Promise that resolves with the last value emit, or\n   * rejects on an error. If there were no emissions, Promise\n   * resolves with undefined.\n   * @deprecated Replaced with {@link firstValueFrom} and {@link lastValueFrom}. Will be removed in v8. Details: https://rxjs.dev/deprecations/to-promise\n   */\n  toPromise(promiseCtor?: PromiseConstructorLike): Promise<T | undefined> {\n    promiseCtor = getPromiseCtor(promiseCtor);\n\n    return new promiseCtor((resolve, reject) => {\n      let value: T | undefined;\n      this.subscribe(\n        (x: T) => (value = x),\n        (err: any) => reject(err),\n        () => resolve(value)\n      );\n    }) as Promise<T | undefined>;\n  }\n}\n\n/**\n * Decides between a passed promise constructor from consuming code,\n * A default configured promise constructor, and the native promise\n * constructor and returns it. If nothing can be found, it will throw\n * an error.\n * @param promiseCtor The optional promise constructor to passed by consuming code\n */\nfunction getPromiseCtor(promiseCtor: PromiseConstructorLike | undefined) {\n  return promiseCtor ?? config.Promise ?? Promise;\n}\n\nfunction isObserver<T>(value: any): value is Observer<T> {\n  return value && isFunction(value.next) && isFunction(value.error) && isFunction(value.complete);\n}\n\nfunction isSubscriber<T>(value: any): value is Subscriber<T> {\n  return (value && value instanceof Subscriber) || (isObserver(value) && isSubscription(value));\n}\n", "import { Observable } from '../Observable';\nimport { Subscriber } from '../Subscriber';\nimport { OperatorFunction } from '../types';\nimport { isFunction } from './isFunction';\n\n/**\n * Used to determine if an object is an Observable with a lift function.\n */\nexport function hasLift(source: any): source is { lift: InstanceType<typeof Observable>['lift'] } {\n  return isFunction(source?.lift);\n}\n\n/**\n * Creates an `OperatorFunction`. Used to define operators throughout the library in a concise way.\n * @param init The logic to connect the liftedSource to the subscriber at the moment of subscription.\n */\nexport function operate<T, R>(\n  init: (liftedSource: Observable<T>, subscriber: Subscriber<R>) => (() => void) | void\n): OperatorFunction<T, R> {\n  return (source: Observable<T>) => {\n    if (hasLift(source)) {\n      return source.lift(function (this: Subscriber<R>, liftedSource: Observable<T>) {\n        try {\n          return init(liftedSource, this);\n        } catch (err) {\n          this.error(err);\n        }\n      });\n    }\n    throw new TypeError('Unable to lift unknown Observable type');\n  };\n}\n", "import { Subscriber } from '../Subscriber';\n\n/**\n * Creates an instance of an `OperatorSubscriber`.\n * @param destination The downstream subscriber.\n * @param onNext Handles next values, only called if this subscriber is not stopped or closed. Any\n * error that occurs in this function is caught and sent to the `error` method of this subscriber.\n * @param onError Handles errors from the subscription, any errors that occur in this handler are caught\n * and send to the `destination` error handler.\n * @param onComplete Handles completion notification from the subscription. Any errors that occur in\n * this handler are sent to the `destination` error handler.\n * @param onFinalize Additional teardown logic here. This will only be called on teardown if the\n * subscriber itself is not already closed. This is called after all other teardown logic is executed.\n */\nexport function createOperatorSubscriber<T>(\n  destination: Subscriber<any>,\n  onNext?: (value: T) => void,\n  onComplete?: () => void,\n  onError?: (err: any) => void,\n  onFinalize?: () => void\n): Subscriber<T> {\n  return new OperatorSubscriber(destination, onNext, onComplete, onError, onFinalize);\n}\n\n/**\n * A generic helper for allowing operators to be created with a Subscriber and\n * use closures to capture necessary state from the operator function itself.\n */\nexport class OperatorSubscriber<T> extends Subscriber<T> {\n  /**\n   * Creates an instance of an `OperatorSubscriber`.\n   * @param destination The downstream subscriber.\n   * @param onNext Handles next values, only called if this subscriber is not stopped or closed. Any\n   * error that occurs in this function is caught and sent to the `error` method of this subscriber.\n   * @param onError Handles errors from the subscription, any errors that occur in this handler are caught\n   * and send to the `destination` error handler.\n   * @param onComplete Handles completion notification from the subscription. Any errors that occur in\n   * this handler are sent to the `destination` error handler.\n   * @param onFinalize Additional finalization logic here. This will only be called on finalization if the\n   * subscriber itself is not already closed. This is called after all other finalization logic is executed.\n   * @param shouldUnsubscribe An optional check to see if an unsubscribe call should truly unsubscribe.\n   * NOTE: This currently **ONLY** exists to support the strange behavior of {@link groupBy}, where unsubscription\n   * to the resulting observable does not actually disconnect from the source if there are active subscriptions\n   * to any grouped observable. (DO NOT EXPOSE OR USE EXTERNALLY!!!)\n   */\n  constructor(\n    destination: Subscriber<any>,\n    onNext?: (value: T) => void,\n    onComplete?: () => void,\n    onError?: (err: any) => void,\n    private onFinalize?: () => void,\n    private shouldUnsubscribe?: () => boolean\n  ) {\n    // It's important - for performance reasons - that all of this class's\n    // members are initialized and that they are always initialized in the same\n    // order. This will ensure that all OperatorSubscriber instances have the\n    // same hidden class in V8. This, in turn, will help keep the number of\n    // hidden classes involved in property accesses within the base class as\n    // low as possible. If the number of hidden classes involved exceeds four,\n    // the property accesses will become megamorphic and performance penalties\n    // will be incurred - i.e. inline caches won't be used.\n    //\n    // The reasons for ensuring all instances have the same hidden class are\n    // further discussed in this blog post from Benedikt Meurer:\n    // https://benediktmeurer.de/2018/03/23/impact-of-polymorphism-on-component-based-frameworks-like-react/\n    super(destination);\n    this._next = onNext\n      ? function (this: OperatorSubscriber<T>, value: T) {\n          try {\n            onNext(value);\n          } catch (err) {\n            destination.error(err);\n          }\n        }\n      : super._next;\n    this._error = onError\n      ? function (this: OperatorSubscriber<T>, err: any) {\n          try {\n            onError(err);\n          } catch (err) {\n            // Send any errors that occur down stream.\n            destination.error(err);\n          } finally {\n            // Ensure finalization.\n            this.unsubscribe();\n          }\n        }\n      : super._error;\n    this._complete = onComplete\n      ? function (this: OperatorSubscriber<T>) {\n          try {\n            onComplete();\n          } catch (err) {\n            // Send any errors that occur down stream.\n            destination.error(err);\n          } finally {\n            // Ensure finalization.\n            this.unsubscribe();\n          }\n        }\n      : super._complete;\n  }\n\n  unsubscribe() {\n    if (!this.shouldUnsubscribe || this.shouldUnsubscribe()) {\n      const { closed } = this;\n      super.unsubscribe();\n      // Execute additional teardown if we have any and we didn't already do so.\n      !closed && this.onFinalize?.();\n    }\n  }\n}\n", "import { Subscription } from '../Subscription';\n\ninterface AnimationFrameProvider {\n  schedule(callback: FrameRequestCallback): Subscription;\n  requestAnimationFrame: typeof requestAnimationFrame;\n  cancelAnimationFrame: typeof cancelAnimationFrame;\n  delegate:\n    | {\n        requestAnimationFrame: typeof requestAnimationFrame;\n        cancelAnimationFrame: typeof cancelAnimationFrame;\n      }\n    | undefined;\n}\n\nexport const animationFrameProvider: AnimationFrameProvider = {\n  // When accessing the delegate, use the variable rather than `this` so that\n  // the functions can be called without being bound to the provider.\n  schedule(callback) {\n    let request = requestAnimationFrame;\n    let cancel: typeof cancelAnimationFrame | undefined = cancelAnimationFrame;\n    const { delegate } = animationFrameProvider;\n    if (delegate) {\n      request = delegate.requestAnimationFrame;\n      cancel = delegate.cancelAnimationFrame;\n    }\n    const handle = request((timestamp) => {\n      // Clear the cancel function. The request has been fulfilled, so\n      // attempting to cancel the request upon unsubscription would be\n      // pointless.\n      cancel = undefined;\n      callback(timestamp);\n    });\n    return new Subscription(() => cancel?.(handle));\n  },\n  requestAnimationFrame(...args) {\n    const { delegate } = animationFrameProvider;\n    return (delegate?.requestAnimationFrame || requestAnimationFrame)(...args);\n  },\n  cancelAnimationFrame(...args) {\n    const { delegate } = animationFrameProvider;\n    return (delegate?.cancelAnimationFrame || cancelAnimationFrame)(...args);\n  },\n  delegate: undefined,\n};\n", "import { createErrorClass } from './createErrorClass';\n\nexport interface ObjectUnsubscribedError extends Error {}\n\nexport interface ObjectUnsubscribedErrorCtor {\n  /**\n   * @deprecated Internal implementation detail. Do not construct error instances.\n   * Cannot be tagged as internal: https://github.com/ReactiveX/rxjs/issues/6269\n   */\n  new (): ObjectUnsubscribedError;\n}\n\n/**\n * An error thrown when an action is invalid because the object has been\n * unsubscribed.\n *\n * @see {@link Subject}\n * @see {@link BehaviorSubject}\n *\n * @class ObjectUnsubscribedError\n */\nexport const ObjectUnsubscribedError: ObjectUnsubscribedErrorCtor = createErrorClass(\n  (_super) =>\n    function ObjectUnsubscribedErrorImpl(this: any) {\n      _super(this);\n      this.name = 'ObjectUnsubscribedError';\n      this.message = 'object unsubscribed';\n    }\n);\n", "import { Operator } from './Operator';\nimport { Observable } from './Observable';\nimport { Subscriber } from './Subscriber';\nimport { Subscription, EMPTY_SUBSCRIPTION } from './Subscription';\nimport { Observer, SubscriptionLike, TeardownLogic } from './types';\nimport { ObjectUnsubscribedError } from './util/ObjectUnsubscribedError';\nimport { arrRemove } from './util/arrRemove';\nimport { errorContext } from './util/errorContext';\n\n/**\n * A Subject is a special type of Observable that allows values to be\n * multicasted to many Observers. Subjects are like EventEmitters.\n *\n * Every Subject is an Observable and an Observer. You can subscribe to a\n * Subject, and you can call next to feed values as well as error and complete.\n */\nexport class Subject<T> extends Observable<T> implements SubscriptionLike {\n  closed = false;\n\n  private currentObservers: Observer<T>[] | null = null;\n\n  /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n  observers: Observer<T>[] = [];\n  /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n  isStopped = false;\n  /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n  hasError = false;\n  /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n  thrownError: any = null;\n\n  /**\n   * Creates a \"subject\" by basically gluing an observer to an observable.\n   *\n   * @nocollapse\n   * @deprecated Recommended you do not use. Will be removed at some point in the future. Plans for replacement still under discussion.\n   */\n  static create: (...args: any[]) => any = <T>(destination: Observer<T>, source: Observable<T>): AnonymousSubject<T> => {\n    return new AnonymousSubject<T>(destination, source);\n  };\n\n  constructor() {\n    // NOTE: This must be here to obscure Observable's constructor.\n    super();\n  }\n\n  /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n  lift<R>(operator: Operator<T, R>): Observable<R> {\n    const subject = new AnonymousSubject(this, this);\n    subject.operator = operator as any;\n    return subject as any;\n  }\n\n  /** @internal */\n  protected _throwIfClosed() {\n    if (this.closed) {\n      throw new ObjectUnsubscribedError();\n    }\n  }\n\n  next(value: T) {\n    errorContext(() => {\n      this._throwIfClosed();\n      if (!this.isStopped) {\n        if (!this.currentObservers) {\n          this.currentObservers = Array.from(this.observers);\n        }\n        for (const observer of this.currentObservers) {\n          observer.next(value);\n        }\n      }\n    });\n  }\n\n  error(err: any) {\n    errorContext(() => {\n      this._throwIfClosed();\n      if (!this.isStopped) {\n        this.hasError = this.isStopped = true;\n        this.thrownError = err;\n        const { observers } = this;\n        while (observers.length) {\n          observers.shift()!.error(err);\n        }\n      }\n    });\n  }\n\n  complete() {\n    errorContext(() => {\n      this._throwIfClosed();\n      if (!this.isStopped) {\n        this.isStopped = true;\n        const { observers } = this;\n        while (observers.length) {\n          observers.shift()!.complete();\n        }\n      }\n    });\n  }\n\n  unsubscribe() {\n    this.isStopped = this.closed = true;\n    this.observers = this.currentObservers = null!;\n  }\n\n  get observed() {\n    return this.observers?.length > 0;\n  }\n\n  /** @internal */\n  protected _trySubscribe(subscriber: Subscriber<T>): TeardownLogic {\n    this._throwIfClosed();\n    return super._trySubscribe(subscriber);\n  }\n\n  /** @internal */\n  protected _subscribe(subscriber: Subscriber<T>): Subscription {\n    this._throwIfClosed();\n    this._checkFinalizedStatuses(subscriber);\n    return this._innerSubscribe(subscriber);\n  }\n\n  /** @internal */\n  protected _innerSubscribe(subscriber: Subscriber<any>) {\n    const { hasError, isStopped, observers } = this;\n    if (hasError || isStopped) {\n      return EMPTY_SUBSCRIPTION;\n    }\n    this.currentObservers = null;\n    observers.push(subscriber);\n    return new Subscription(() => {\n      this.currentObservers = null;\n      arrRemove(observers, subscriber);\n    });\n  }\n\n  /** @internal */\n  protected _checkFinalizedStatuses(subscriber: Subscriber<any>) {\n    const { hasError, thrownError, isStopped } = this;\n    if (hasError) {\n      subscriber.error(thrownError);\n    } else if (isStopped) {\n      subscriber.complete();\n    }\n  }\n\n  /**\n   * Creates a new Observable with this Subject as the source. You can do this\n   * to create custom Observer-side logic of the Subject and conceal it from\n   * code that uses the Observable.\n   * @return {Observable} Observable that the Subject casts to\n   */\n  asObservable(): Observable<T> {\n    const observable: any = new Observable<T>();\n    observable.source = this;\n    return observable;\n  }\n}\n\n/**\n * @class AnonymousSubject<T>\n */\nexport class AnonymousSubject<T> extends Subject<T> {\n  constructor(\n    /** @deprecated Internal implementation detail, do not use directly. Will be made internal in v8. */\n    public destination?: Observer<T>,\n    source?: Observable<T>\n  ) {\n    super();\n    this.source = source;\n  }\n\n  next(value: T) {\n    this.destination?.next?.(value);\n  }\n\n  error(err: any) {\n    this.destination?.error?.(err);\n  }\n\n  complete() {\n    this.destination?.complete?.();\n  }\n\n  /** @internal */\n  protected _subscribe(subscriber: Subscriber<T>): Subscription {\n    return this.source?.subscribe(subscriber) ?? EMPTY_SUBSCRIPTION;\n  }\n}\n", "import { TimestampProvider } from '../types';\n\ninterface DateTimestampProvider extends TimestampProvider {\n  delegate: TimestampProvider | undefined;\n}\n\nexport const dateTimestampProvider: DateTimestampProvider = {\n  now() {\n    // Use the variable rather than `this` so that the function can be called\n    // without being bound to the provider.\n    return (dateTimestampProvider.delegate || Date).now();\n  },\n  delegate: undefined,\n};\n", "import { Subject } from './Subject';\nimport { TimestampProvider } from './types';\nimport { Subscriber } from './Subscriber';\nimport { Subscription } from './Subscription';\nimport { dateTimestampProvider } from './scheduler/dateTimestampProvider';\n\n/**\n * A variant of {@link Subject} that \"replays\" old values to new subscribers by emitting them when they first subscribe.\n *\n * `ReplaySubject` has an internal buffer that will store a specified number of values that it has observed. Like `Subject`,\n * `ReplaySubject` \"observes\" values by having them passed to its `next` method. When it observes a value, it will store that\n * value for a time determined by the configuration of the `ReplaySubject`, as passed to its constructor.\n *\n * When a new subscriber subscribes to the `ReplaySubject` instance, it will synchronously emit all values in its buffer in\n * a First-In-First-Out (FIFO) manner. The `ReplaySubject` will also complete, if it has observed completion; and it will\n * error if it has observed an error.\n *\n * There are two main configuration items to be concerned with:\n *\n * 1. `bufferSize` - This will determine how many items are stored in the buffer, defaults to infinite.\n * 2. `windowTime` - The amount of time to hold a value in the buffer before removing it from the buffer.\n *\n * Both configurations may exist simultaneously. So if you would like to buffer a maximum of 3 values, as long as the values\n * are less than 2 seconds old, you could do so with a `new ReplaySubject(3, 2000)`.\n *\n * ### Differences with BehaviorSubject\n *\n * `BehaviorSubject` is similar to `new ReplaySubject(1)`, with a couple of exceptions:\n *\n * 1. `BehaviorSubject` comes \"primed\" with a single value upon construction.\n * 2. `ReplaySubject` will replay values, even after observing an error, where `BehaviorSubject` will not.\n *\n * @see {@link Subject}\n * @see {@link BehaviorSubject}\n * @see {@link shareReplay}\n */\nexport class ReplaySubject<T> extends Subject<T> {\n  private _buffer: (T | number)[] = [];\n  private _infiniteTimeWindow = true;\n\n  /**\n   * @param bufferSize The size of the buffer to replay on subscription\n   * @param windowTime The amount of time the buffered items will stay buffered\n   * @param timestampProvider An object with a `now()` method that provides the current timestamp. This is used to\n   * calculate the amount of time something has been buffered.\n   */\n  constructor(\n    private _bufferSize = Infinity,\n    private _windowTime = Infinity,\n    private _timestampProvider: TimestampProvider = dateTimestampProvider\n  ) {\n    super();\n    this._infiniteTimeWindow = _windowTime === Infinity;\n    this._bufferSize = Math.max(1, _bufferSize);\n    this._windowTime = Math.max(1, _windowTime);\n  }\n\n  next(value: T): void {\n    const { isStopped, _buffer, _infiniteTimeWindow, _timestampProvider, _windowTime } = this;\n    if (!isStopped) {\n      _buffer.push(value);\n      !_infiniteTimeWindow && _buffer.push(_timestampProvider.now() + _windowTime);\n    }\n    this._trimBuffer();\n    super.next(value);\n  }\n\n  /** @internal */\n  protected _subscribe(subscriber: Subscriber<T>): Subscription {\n    this._throwIfClosed();\n    this._trimBuffer();\n\n    const subscription = this._innerSubscribe(subscriber);\n\n    const { _infiniteTimeWindow, _buffer } = this;\n    // We use a copy here, so reentrant code does not mutate our array while we're\n    // emitting it to a new subscriber.\n    const copy = _buffer.slice();\n    for (let i = 0; i < copy.length && !subscriber.closed; i += _infiniteTimeWindow ? 1 : 2) {\n      subscriber.next(copy[i] as T);\n    }\n\n    this._checkFinalizedStatuses(subscriber);\n\n    return subscription;\n  }\n\n  private _trimBuffer() {\n    const { _bufferSize, _timestampProvider, _buffer, _infiniteTimeWindow } = this;\n    // If we don't have an infinite buffer size, and we're over the length,\n    // use splice to truncate the old buffer values off. Note that we have to\n    // double the size for instances where we're not using an infinite time window\n    // because we're storing the values and the timestamps in the same array.\n    const adjustedBufferSize = (_infiniteTimeWindow ? 1 : 2) * _bufferSize;\n    _bufferSize < Infinity && adjustedBufferSize < _buffer.length && _buffer.splice(0, _buffer.length - adjustedBufferSize);\n\n    // Now, if we're not in an infinite time window, remove all values where the time is\n    // older than what is allowed.\n    if (!_infiniteTimeWindow) {\n      const now = _timestampProvider.now();\n      let last = 0;\n      // Search the array for the first timestamp that isn't expired and\n      // truncate the buffer up to that point.\n      for (let i = 1; i < _buffer.length && (_buffer[i] as number) <= now; i += 2) {\n        last = i;\n      }\n      last && _buffer.splice(0, last + 1);\n    }\n  }\n}\n", "import { Scheduler } from '../Scheduler';\nimport { Subscription } from '../Subscription';\nimport { SchedulerAction } from '../types';\n\n/**\n * A unit of work to be executed in a `scheduler`. An action is typically\n * created from within a {@link SchedulerLike} and an RxJS user does not need to concern\n * themselves about creating and manipulating an Action.\n *\n * ```ts\n * class Action<T> extends Subscription {\n *   new (scheduler: Scheduler, work: (state?: T) => void);\n *   schedule(state?: T, delay: number = 0): Subscription;\n * }\n * ```\n *\n * @class Action<T>\n */\nexport class Action<T> extends Subscription {\n  constructor(scheduler: Scheduler, work: (this: SchedulerAction<T>, state?: T) => void) {\n    super();\n  }\n  /**\n   * Schedules this action on its parent {@link SchedulerLike} for execution. May be passed\n   * some context object, `state`. May happen at some point in the future,\n   * according to the `delay` parameter, if specified.\n   * @param {T} [state] Some contextual data that the `work` function uses when\n   * called by the Scheduler.\n   * @param {number} [delay] Time to wait before executing the work, where the\n   * time unit is implicit and defined by the Scheduler.\n   * @return {void}\n   */\n  public schedule(state?: T, delay: number = 0): Subscription {\n    return this;\n  }\n}\n", "import type { TimerHandle } from './timerHandle';\ntype SetIntervalFunction = (handler: () => void, timeout?: number, ...args: any[]) => TimerHandle;\ntype ClearIntervalFunction = (handle: TimerHandle) => void;\n\ninterface IntervalProvider {\n  setInterval: SetIntervalFunction;\n  clearInterval: ClearIntervalFunction;\n  delegate:\n    | {\n        setInterval: SetIntervalFunction;\n        clearInterval: ClearIntervalFunction;\n      }\n    | undefined;\n}\n\nexport const intervalProvider: IntervalProvider = {\n  // When accessing the delegate, use the variable rather than `this` so that\n  // the functions can be called without being bound to the provider.\n  setInterval(handler: () => void, timeout?: number, ...args) {\n    const { delegate } = intervalProvider;\n    if (delegate?.setInterval) {\n      return delegate.setInterval(handler, timeout, ...args);\n    }\n    return setInterval(handler, timeout, ...args);\n  },\n  clearInterval(handle) {\n    const { delegate } = intervalProvider;\n    return (delegate?.clearInterval || clearInterval)(handle as any);\n  },\n  delegate: undefined,\n};\n", "import { Action } from './Action';\nimport { SchedulerAction } from '../types';\nimport { Subscription } from '../Subscription';\nimport { AsyncScheduler } from './AsyncScheduler';\nimport { intervalProvider } from './intervalProvider';\nimport { arrRemove } from '../util/arrRemove';\nimport { TimerHandle } from './timerHandle';\n\nexport class AsyncAction<T> extends Action<T> {\n  public id: TimerHandle | undefined;\n  public state?: T;\n  // @ts-ignore: Property has no initializer and is not definitely assigned\n  public delay: number;\n  protected pending: boolean = false;\n\n  constructor(protected scheduler: AsyncScheduler, protected work: (this: SchedulerAction<T>, state?: T) => void) {\n    super(scheduler, work);\n  }\n\n  public schedule(state?: T, delay: number = 0): Subscription {\n    if (this.closed) {\n      return this;\n    }\n\n    // Always replace the current state with the new state.\n    this.state = state;\n\n    const id = this.id;\n    const scheduler = this.scheduler;\n\n    //\n    // Important implementation note:\n    //\n    // Actions only execute once by default, unless rescheduled from within the\n    // scheduled callback. This allows us to implement single and repeat\n    // actions via the same code path, without adding API surface area, as well\n    // as mimic traditional recursion but across asynchronous boundaries.\n    //\n    // However, JS runtimes and timers distinguish between intervals achieved by\n    // serial `setTimeout` calls vs. a single `setInterval` call. An interval of\n    // serial `setTimeout` calls can be individually delayed, which delays\n    // scheduling the next `setTimeout`, and so on. `setInterval` attempts to\n    // guarantee the interval callback will be invoked more precisely to the\n    // interval period, regardless of load.\n    //\n    // Therefore, we use `setInterval` to schedule single and repeat actions.\n    // If the action reschedules itself with the same delay, the interval is not\n    // canceled. If the action doesn't reschedule, or reschedules with a\n    // different delay, the interval will be canceled after scheduled callback\n    // execution.\n    //\n    if (id != null) {\n      this.id = this.recycleAsyncId(scheduler, id, delay);\n    }\n\n    // Set the pending flag indicating that this action has been scheduled, or\n    // has recursively rescheduled itself.\n    this.pending = true;\n\n    this.delay = delay;\n    // If this action has already an async Id, don't request a new one.\n    this.id = this.id ?? this.requestAsyncId(scheduler, this.id, delay);\n\n    return this;\n  }\n\n  protected requestAsyncId(scheduler: AsyncScheduler, _id?: TimerHandle, delay: number = 0): TimerHandle {\n    return intervalProvider.setInterval(scheduler.flush.bind(scheduler, this), delay);\n  }\n\n  protected recycleAsyncId(_scheduler: AsyncScheduler, id?: TimerHandle, delay: number | null = 0): TimerHandle | undefined {\n    // If this action is rescheduled with the same delay time, don't clear the interval id.\n    if (delay != null && this.delay === delay && this.pending === false) {\n      return id;\n    }\n    // Otherwise, if the action's delay time is different from the current delay,\n    // or the action has been rescheduled before it's executed, clear the interval id\n    if (id != null) {\n      intervalProvider.clearInterval(id);\n    }\n\n    return undefined;\n  }\n\n  /**\n   * Immediately executes this action and the `work` it contains.\n   * @return {any}\n   */\n  public execute(state: T, delay: number): any {\n    if (this.closed) {\n      return new Error('executing a cancelled action');\n    }\n\n    this.pending = false;\n    const error = this._execute(state, delay);\n    if (error) {\n      return error;\n    } else if (this.pending === false && this.id != null) {\n      // Dequeue if the action didn't reschedule itself. Don't call\n      // unsubscribe(), because the action could reschedule later.\n      // For example:\n      // ```\n      // scheduler.schedule(function doWork(counter) {\n      //   /* ... I'm a busy worker bee ... */\n      //   var originalAction = this;\n      //   /* wait 100ms before rescheduling the action */\n      //   setTimeout(function () {\n      //     originalAction.schedule(counter + 1);\n      //   }, 100);\n      // }, 1000);\n      // ```\n      this.id = this.recycleAsyncId(this.scheduler, this.id, null);\n    }\n  }\n\n  protected _execute(state: T, _delay: number): any {\n    let errored: boolean = false;\n    let errorValue: any;\n    try {\n      this.work(state);\n    } catch (e) {\n      errored = true;\n      // HACK: Since code elsewhere is relying on the \"truthiness\" of the\n      // return here, we can't have it return \"\" or 0 or false.\n      // TODO: Clean this up when we refactor schedulers mid-version-8 or so.\n      errorValue = e ? e : new Error('Scheduled action threw falsy error');\n    }\n    if (errored) {\n      this.unsubscribe();\n      return errorValue;\n    }\n  }\n\n  unsubscribe() {\n    if (!this.closed) {\n      const { id, scheduler } = this;\n      const { actions } = scheduler;\n\n      this.work = this.state = this.scheduler = null!;\n      this.pending = false;\n\n      arrRemove(actions, this);\n      if (id != null) {\n        this.id = this.recycleAsyncId(scheduler, id, null);\n      }\n\n      this.delay = null!;\n      super.unsubscribe();\n    }\n  }\n}\n", "import { Action } from './scheduler/Action';\nimport { Subscription } from './Subscription';\nimport { SchedulerLike, SchedulerAction } from './types';\nimport { dateTimestampProvider } from './scheduler/dateTimestampProvider';\n\n/**\n * An execution context and a data structure to order tasks and schedule their\n * execution. Provides a notion of (potentially virtual) time, through the\n * `now()` getter method.\n *\n * Each unit of work in a Scheduler is called an `Action`.\n *\n * ```ts\n * class Scheduler {\n *   now(): number;\n *   schedule(work, delay?, state?): Subscription;\n * }\n * ```\n *\n * @class Scheduler\n * @deprecated Scheduler is an internal implementation detail of RxJS, and\n * should not be used directly. Rather, create your own class and implement\n * {@link SchedulerLike}. Will be made internal in v8.\n */\nexport class Scheduler implements SchedulerLike {\n  public static now: () => number = dateTimestampProvider.now;\n\n  constructor(private schedulerActionCtor: typeof Action, now: () => number = Scheduler.now) {\n    this.now = now;\n  }\n\n  /**\n   * A getter method that returns a number representing the current time\n   * (at the time this function was called) according to the scheduler's own\n   * internal clock.\n   * @return {number} A number that represents the current time. May or may not\n   * have a relation to wall-clock time. May or may not refer to a time unit\n   * (e.g. milliseconds).\n   */\n  public now: () => number;\n\n  /**\n   * Schedules a function, `work`, for execution. May happen at some point in\n   * the future, according to the `delay` parameter, if specified. May be passed\n   * some context object, `state`, which will be passed to the `work` function.\n   *\n   * The given arguments will be processed an stored as an Action object in a\n   * queue of actions.\n   *\n   * @param {function(state: ?T): ?Subscription} work A function representing a\n   * task, or some unit of work to be executed by the Scheduler.\n   * @param {number} [delay] Time to wait before executing the work, where the\n   * time unit is implicit and defined by the Scheduler itself.\n   * @param {T} [state] Some contextual data that the `work` function uses when\n   * called by the Scheduler.\n   * @return {Subscription} A subscription in order to be able to unsubscribe\n   * the scheduled work.\n   */\n  public schedule<T>(work: (this: SchedulerAction<T>, state?: T) => void, delay: number = 0, state?: T): Subscription {\n    return new this.schedulerActionCtor<T>(this, work).schedule(state, delay);\n  }\n}\n", "import { Scheduler } from '../Scheduler';\nimport { Action } from './Action';\nimport { AsyncAction } from './AsyncAction';\nimport { TimerHandle } from './timerHandle';\n\nexport class AsyncScheduler extends Scheduler {\n  public actions: Array<AsyncAction<any>> = [];\n  /**\n   * A flag to indicate whether the Scheduler is currently executing a batch of\n   * queued actions.\n   * @type {boolean}\n   * @internal\n   */\n  public _active: boolean = false;\n  /**\n   * An internal ID used to track the latest asynchronous task such as those\n   * coming from `setTimeout`, `setInterval`, `requestAnimationFrame`, and\n   * others.\n   * @type {any}\n   * @internal\n   */\n  public _scheduled: TimerHandle | undefined;\n\n  constructor(SchedulerAction: typeof Action, now: () => number = Scheduler.now) {\n    super(SchedulerAction, now);\n  }\n\n  public flush(action: AsyncAction<any>): void {\n    const { actions } = this;\n\n    if (this._active) {\n      actions.push(action);\n      return;\n    }\n\n    let error: any;\n    this._active = true;\n\n    do {\n      if ((error = action.execute(action.state, action.delay))) {\n        break;\n      }\n    } while ((action = actions.shift()!)); // exhaust the scheduler queue\n\n    this._active = false;\n\n    if (error) {\n      while ((action = actions.shift()!)) {\n        action.unsubscribe();\n      }\n      throw error;\n    }\n  }\n}\n", "import { AsyncAction } from './AsyncAction';\nimport { AsyncScheduler } from './AsyncScheduler';\n\n/**\n *\n * Async Scheduler\n *\n * <span class=\"informal\">Schedule task as if you used setTimeout(task, duration)</span>\n *\n * `async` scheduler schedules tasks asynchronously, by putting them on the JavaScript\n * event loop queue. It is best used to delay tasks in time or to schedule tasks repeating\n * in intervals.\n *\n * If you just want to \"defer\" task, that is to perform it right after currently\n * executing synchronous code ends (commonly achieved by `setTimeout(deferredTask, 0)`),\n * better choice will be the {@link asapScheduler} scheduler.\n *\n * ## Examples\n * Use async scheduler to delay task\n * ```ts\n * import { asyncScheduler } from 'rxjs';\n *\n * const task = () => console.log('it works!');\n *\n * asyncScheduler.schedule(task, 2000);\n *\n * // After 2 seconds logs:\n * // \"it works!\"\n * ```\n *\n * Use async scheduler to repeat task in intervals\n * ```ts\n * import { asyncScheduler } from 'rxjs';\n *\n * function task(state) {\n *   console.log(state);\n *   this.schedule(state + 1, 1000); // `this` references currently executing Action,\n *                                   // which we reschedule with new state and delay\n * }\n *\n * asyncScheduler.schedule(task, 3000, 0);\n *\n * // Logs:\n * // 0 after 3s\n * // 1 after 4s\n * // 2 after 5s\n * // 3 after 6s\n * ```\n */\n\nexport const asyncScheduler = new AsyncScheduler(AsyncAction);\n\n/**\n * @deprecated Renamed to {@link asyncScheduler}. Will be removed in v8.\n */\nexport const async = asyncScheduler;\n", "import { AsyncAction } from './AsyncAction';\nimport { AnimationFrameScheduler } from './AnimationFrameScheduler';\nimport { SchedulerAction } from '../types';\nimport { animationFrameProvider } from './animationFrameProvider';\nimport { TimerHandle } from './timerHandle';\n\nexport class AnimationFrameAction<T> extends AsyncAction<T> {\n  constructor(protected scheduler: AnimationFrameScheduler, protected work: (this: SchedulerAction<T>, state?: T) => void) {\n    super(scheduler, work);\n  }\n\n  protected requestAsyncId(scheduler: AnimationFrameScheduler, id?: TimerHandle, delay: number = 0): TimerHandle {\n    // If delay is greater than 0, request as an async action.\n    if (delay !== null && delay > 0) {\n      return super.requestAsyncId(scheduler, id, delay);\n    }\n    // Push the action to the end of the scheduler queue.\n    scheduler.actions.push(this);\n    // If an animation frame has already been requested, don't request another\n    // one. If an animation frame hasn't been requested yet, request one. Return\n    // the current animation frame request id.\n    return scheduler._scheduled || (scheduler._scheduled = animationFrameProvider.requestAnimationFrame(() => scheduler.flush(undefined)));\n  }\n\n  protected recycleAsyncId(scheduler: AnimationFrameScheduler, id?: TimerHandle, delay: number = 0): TimerHandle | undefined {\n    // If delay exists and is greater than 0, or if the delay is null (the\n    // action wasn't rescheduled) but was originally scheduled as an async\n    // action, then recycle as an async action.\n    if (delay != null ? delay > 0 : this.delay > 0) {\n      return super.recycleAsyncId(scheduler, id, delay);\n    }\n    // If the scheduler queue has no remaining actions with the same async id,\n    // cancel the requested animation frame and set the scheduled flag to\n    // undefined so the next AnimationFrameAction will request its own.\n    const { actions } = scheduler;\n    if (id != null && actions[actions.length - 1]?.id !== id) {\n      animationFrameProvider.cancelAnimationFrame(id as number);\n      scheduler._scheduled = undefined;\n    }\n    // Return undefined so the action knows to request a new async id if it's rescheduled.\n    return undefined;\n  }\n}\n", "import { AsyncAction } from './AsyncAction';\nimport { AsyncScheduler } from './AsyncScheduler';\n\nexport class AnimationFrameScheduler extends AsyncScheduler {\n  public flush(action?: AsyncAction<any>): void {\n    this._active = true;\n    // The async id that effects a call to flush is stored in _scheduled.\n    // Before executing an action, it's necessary to check the action's async\n    // id to determine whether it's supposed to be executed in the current\n    // flush.\n    // Previous implementations of this method used a count to determine this,\n    // but that was unsound, as actions that are unsubscribed - i.e. cancelled -\n    // are removed from the actions array and that can shift actions that are\n    // scheduled to be executed in a subsequent flush into positions at which\n    // they are executed within the current flush.\n    const flushId = this._scheduled;\n    this._scheduled = undefined;\n\n    const { actions } = this;\n    let error: any;\n    action = action || actions.shift()!;\n\n    do {\n      if ((error = action.execute(action.state, action.delay))) {\n        break;\n      }\n    } while ((action = actions[0]) && action.id === flushId && actions.shift());\n\n    this._active = false;\n\n    if (error) {\n      while ((action = actions[0]) && action.id === flushId && actions.shift()) {\n        action.unsubscribe();\n      }\n      throw error;\n    }\n  }\n}\n", "import { AnimationFrameAction } from './AnimationFrameAction';\nimport { AnimationFrameScheduler } from './AnimationFrameScheduler';\n\n/**\n *\n * Animation Frame Scheduler\n *\n * <span class=\"informal\">Perform task when `window.requestAnimationFrame` would fire</span>\n *\n * When `animationFrame` scheduler is used with delay, it will fall back to {@link asyncScheduler} scheduler\n * behaviour.\n *\n * Without delay, `animationFrame` scheduler can be used to create smooth browser animations.\n * It makes sure scheduled task will happen just before next browser content repaint,\n * thus performing animations as efficiently as possible.\n *\n * ## Example\n * Schedule div height animation\n * ```ts\n * // html: <div style=\"background: #0ff;\"></div>\n * import { animationFrameScheduler } from 'rxjs';\n *\n * const div = document.querySelector('div');\n *\n * animationFrameScheduler.schedule(function(height) {\n *   div.style.height = height + \"px\";\n *\n *   this.schedule(height + 1);  // `this` references currently executing Action,\n *                               // which we reschedule with new state\n * }, 0, 0);\n *\n * // You will see a div element growing in height\n * ```\n */\n\nexport const animationFrameScheduler = new AnimationFrameScheduler(AnimationFrameAction);\n\n/**\n * @deprecated Renamed to {@link animationFrameScheduler}. Will be removed in v8.\n */\nexport const animationFrame = animationFrameScheduler;\n", "import { Observable } from '../Observable';\nimport { SchedulerLike } from '../types';\n\n/**\n * A simple Observable that emits no items to the Observer and immediately\n * emits a complete notification.\n *\n * <span class=\"informal\">Just emits 'complete', and nothing else.</span>\n *\n * ![](empty.png)\n *\n * A simple Observable that only emits the complete notification. It can be used\n * for composing with other Observables, such as in a {@link mergeMap}.\n *\n * ## Examples\n *\n * Log complete notification\n *\n * ```ts\n * import { EMPTY } from 'rxjs';\n *\n * EMPTY.subscribe({\n *   next: () => console.log('Next'),\n *   complete: () => console.log('Complete!')\n * });\n *\n * // Outputs\n * // Complete!\n * ```\n *\n * Emit the number 7, then complete\n *\n * ```ts\n * import { EMPTY, startWith } from 'rxjs';\n *\n * const result = EMPTY.pipe(startWith(7));\n * result.subscribe(x => console.log(x));\n *\n * // Outputs\n * // 7\n * ```\n *\n * Map and flatten only odd numbers to the sequence `'a'`, `'b'`, `'c'`\n *\n * ```ts\n * import { interval, mergeMap, of, EMPTY } from 'rxjs';\n *\n * const interval$ = interval(1000);\n * const result = interval$.pipe(\n *   mergeMap(x => x % 2 === 1 ? of('a', 'b', 'c') : EMPTY),\n * );\n * result.subscribe(x => console.log(x));\n *\n * // Results in the following to the console:\n * // x is equal to the count on the interval, e.g. (0, 1, 2, 3, ...)\n * // x will occur every 1000ms\n * // if x % 2 is equal to 1, print a, b, c (each on its own)\n * // if x % 2 is not equal to 1, nothing will be output\n * ```\n *\n * @see {@link Observable}\n * @see {@link NEVER}\n * @see {@link of}\n * @see {@link throwError}\n */\nexport const EMPTY = new Observable<never>((subscriber) => subscriber.complete());\n\n/**\n * @param scheduler A {@link SchedulerLike} to use for scheduling\n * the emission of the complete notification.\n * @deprecated Replaced with the {@link EMPTY} constant or {@link scheduled} (e.g. `scheduled([], scheduler)`). Will be removed in v8.\n */\nexport function empty(scheduler?: SchedulerLike) {\n  return scheduler ? emptyScheduled(scheduler) : EMPTY;\n}\n\nfunction emptyScheduled(scheduler: SchedulerLike) {\n  return new Observable<never>((subscriber) => scheduler.schedule(() => subscriber.complete()));\n}\n", "import { SchedulerLike } from '../types';\nimport { isFunction } from './isFunction';\n\nexport function isScheduler(value: any): value is SchedulerLike {\n  return value && isFunction(value.schedule);\n}\n", "import { SchedulerLike } from '../types';\nimport { isFunction } from './isFunction';\nimport { isScheduler } from './isScheduler';\n\nfunction last<T>(arr: T[]): T | undefined {\n  return arr[arr.length - 1];\n}\n\nexport function popResultSelector(args: any[]): ((...args: unknown[]) => unknown) | undefined {\n  return isFunction(last(args)) ? args.pop() : undefined;\n}\n\nexport function popScheduler(args: any[]): SchedulerLike | undefined {\n  return isScheduler(last(args)) ? args.pop() : undefined;\n}\n\nexport function popNumber(args: any[], defaultValue: number): number {\n  return typeof last(args) === 'number' ? args.pop()! : defaultValue;\n}\n", "export const isArrayLike = (<T>(x: any): x is ArrayLike<T> => x && typeof x.length === 'number' && typeof x !== 'function');", "import { isFunction } from \"./isFunction\";\n\n/**\n * Tests to see if the object is \"thennable\".\n * @param value the object to test\n */\nexport function isPromise(value: any): value is PromiseLike<any> {\n  return isFunction(value?.then);\n}\n", "import { InteropObservable } from '../types';\nimport { observable as Symbol_observable } from '../symbol/observable';\nimport { isFunction } from './isFunction';\n\n/** Identifies an input as being Observable (but not necessary an Rx Observable) */\nexport function isInteropObservable(input: any): input is InteropObservable<any> {\n  return isFunction(input[Symbol_observable]);\n}\n", "import { isFunction } from './isFunction';\n\nexport function isAsyncIterable<T>(obj: any): obj is AsyncIterable<T> {\n  return Symbol.asyncIterator && isFunction(obj?.[Symbol.asyncIterator]);\n}\n", "/**\n * Creates the TypeError to throw if an invalid object is passed to `from` or `scheduled`.\n * @param input The object that was passed.\n */\nexport function createInvalidObservableTypeError(input: any) {\n  // TODO: We should create error codes that can be looked up, so this can be less verbose.\n  return new TypeError(\n    `You provided ${\n      input !== null && typeof input === 'object' ? 'an invalid object' : `'${input}'`\n    } where a stream was expected. You can provide an Observable, Promise, ReadableStream, Array, AsyncIterable, or Iterable.`\n  );\n}\n", "export function getSymbolIterator(): symbol {\n  if (typeof Symbol !== 'function' || !Symbol.iterator) {\n    return '@@iterator' as any;\n  }\n\n  return Symbol.iterator;\n}\n\nexport const iterator = getSymbolIterator();\n", "import { iterator as Symbol_iterator } from '../symbol/iterator';\nimport { isFunction } from './isFunction';\n\n/** Identifies an input as being an Iterable */\nexport function isIterable(input: any): input is Iterable<any> {\n  return isFunction(input?.[Symbol_iterator]);\n}\n", "import { ReadableStreamLike } from '../types';\nimport { isFunction } from './isFunction';\n\nexport async function* readableStreamLikeToAsyncGenerator<T>(readableStream: ReadableStreamLike<T>): AsyncGenerator<T> {\n  const reader = readableStream.getReader();\n  try {\n    while (true) {\n      const { value, done } = await reader.read();\n      if (done) {\n        return;\n      }\n      yield value!;\n    }\n  } finally {\n    reader.releaseLock();\n  }\n}\n\nexport function isReadableStreamLike<T>(obj: any): obj is ReadableStreamLike<T> {\n  // We don't want to use instanceof checks because they would return\n  // false for instances from another Realm, like an <iframe>.\n  return isFunction(obj?.getReader);\n}\n", "import { isArrayLike } from '../util/isArrayLike';\nimport { isPromise } from '../util/isPromise';\nimport { Observable } from '../Observable';\nimport { ObservableInput, ObservedValueOf, ReadableStreamLike } from '../types';\nimport { isInteropObservable } from '../util/isInteropObservable';\nimport { isAsyncIterable } from '../util/isAsyncIterable';\nimport { createInvalidObservableTypeError } from '../util/throwUnobservableError';\nimport { isIterable } from '../util/isIterable';\nimport { isReadableStreamLike, readableStreamLikeToAsyncGenerator } from '../util/isReadableStreamLike';\nimport { Subscriber } from '../Subscriber';\nimport { isFunction } from '../util/isFunction';\nimport { reportUnhandledError } from '../util/reportUnhandledError';\nimport { observable as Symbol_observable } from '../symbol/observable';\n\nexport function innerFrom<O extends ObservableInput<any>>(input: O): Observable<ObservedValueOf<O>>;\nexport function innerFrom<T>(input: ObservableInput<T>): Observable<T> {\n  if (input instanceof Observable) {\n    return input;\n  }\n  if (input != null) {\n    if (isInteropObservable(input)) {\n      return fromInteropObservable(input);\n    }\n    if (isArrayLike(input)) {\n      return fromArrayLike(input);\n    }\n    if (isPromise(input)) {\n      return fromPromise(input);\n    }\n    if (isAsyncIterable(input)) {\n      return fromAsyncIterable(input);\n    }\n    if (isIterable(input)) {\n      return fromIterable(input);\n    }\n    if (isReadableStreamLike(input)) {\n      return fromReadableStreamLike(input);\n    }\n  }\n\n  throw createInvalidObservableTypeError(input);\n}\n\n/**\n * Creates an RxJS Observable from an object that implements `Symbol.observable`.\n * @param obj An object that properly implements `Symbol.observable`.\n */\nexport function fromInteropObservable<T>(obj: any) {\n  return new Observable((subscriber: Subscriber<T>) => {\n    const obs = obj[Symbol_observable]();\n    if (isFunction(obs.subscribe)) {\n      return obs.subscribe(subscriber);\n    }\n    // Should be caught by observable subscribe function error handling.\n    throw new TypeError('Provided object does not correctly implement Symbol.observable');\n  });\n}\n\n/**\n * Synchronously emits the values of an array like and completes.\n * This is exported because there are creation functions and operators that need to\n * make direct use of the same logic, and there's no reason to make them run through\n * `from` conditionals because we *know* they're dealing with an array.\n * @param array The array to emit values from\n */\nexport function fromArrayLike<T>(array: ArrayLike<T>) {\n  return new Observable((subscriber: Subscriber<T>) => {\n    // Loop over the array and emit each value. Note two things here:\n    // 1. We're making sure that the subscriber is not closed on each loop.\n    //    This is so we don't continue looping over a very large array after\n    //    something like a `take`, `takeWhile`, or other synchronous unsubscription\n    //    has already unsubscribed.\n    // 2. In this form, reentrant code can alter that array we're looping over.\n    //    This is a known issue, but considered an edge case. The alternative would\n    //    be to copy the array before executing the loop, but this has\n    //    performance implications.\n    for (let i = 0; i < array.length && !subscriber.closed; i++) {\n      subscriber.next(array[i]);\n    }\n    subscriber.complete();\n  });\n}\n\nexport function fromPromise<T>(promise: PromiseLike<T>) {\n  return new Observable((subscriber: Subscriber<T>) => {\n    promise\n      .then(\n        (value) => {\n          if (!subscriber.closed) {\n            subscriber.next(value);\n            subscriber.complete();\n          }\n        },\n        (err: any) => subscriber.error(err)\n      )\n      .then(null, reportUnhandledError);\n  });\n}\n\nexport function fromIterable<T>(iterable: Iterable<T>) {\n  return new Observable((subscriber: Subscriber<T>) => {\n    for (const value of iterable) {\n      subscriber.next(value);\n      if (subscriber.closed) {\n        return;\n      }\n    }\n    subscriber.complete();\n  });\n}\n\nexport function fromAsyncIterable<T>(asyncIterable: AsyncIterable<T>) {\n  return new Observable((subscriber: Subscriber<T>) => {\n    process(asyncIterable, subscriber).catch((err) => subscriber.error(err));\n  });\n}\n\nexport function fromReadableStreamLike<T>(readableStream: ReadableStreamLike<T>) {\n  return fromAsyncIterable(readableStreamLikeToAsyncGenerator(readableStream));\n}\n\nasync function process<T>(asyncIterable: AsyncIterable<T>, subscriber: Subscriber<T>) {\n  for await (const value of asyncIterable) {\n    subscriber.next(value);\n    // A side-effect may have closed our subscriber,\n    // check before the next iteration.\n    if (subscriber.closed) {\n      return;\n    }\n  }\n  subscriber.complete();\n}\n", "import { Subscription } from '../Subscription';\nimport { SchedulerAction, SchedulerLike } from '../types';\n\nexport function executeSchedule(\n  parentSubscription: Subscription,\n  scheduler: SchedulerLike,\n  work: () => void,\n  delay: number,\n  repeat: true\n): void;\nexport function executeSchedule(\n  parentSubscription: Subscription,\n  scheduler: SchedulerLike,\n  work: () => void,\n  delay?: number,\n  repeat?: false\n): Subscription;\n\nexport function executeSchedule(\n  parentSubscription: Subscription,\n  scheduler: SchedulerLike,\n  work: () => void,\n  delay = 0,\n  repeat = false\n): Subscription | void {\n  const scheduleSubscription = scheduler.schedule(function (this: SchedulerAction<any>) {\n    work();\n    if (repeat) {\n      parentSubscription.add(this.schedule(null, delay));\n    } else {\n      this.unsubscribe();\n    }\n  }, delay);\n\n  parentSubscription.add(scheduleSubscription);\n\n  if (!repeat) {\n    // Because user-land scheduler implementations are unlikely to properly reuse\n    // Actions for repeat scheduling, we can't trust that the returned subscription\n    // will control repeat subscription scenarios. So we're trying to avoid using them\n    // incorrectly within this library.\n    return scheduleSubscription;\n  }\n}\n", "/** @prettier */\nimport { MonoTypeOperatorFunction, SchedulerLike } from '../types';\nimport { executeSchedule } from '../util/executeSchedule';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * Re-emits all notifications from source Observable with specified scheduler.\n *\n * <span class=\"informal\">Ensure a specific scheduler is used, from outside of an Observable.</span>\n *\n * `observeOn` is an operator that accepts a scheduler as a first parameter, which will be used to reschedule\n * notifications emitted by the source Observable. It might be useful, if you do not have control over\n * internal scheduler of a given Observable, but want to control when its values are emitted nevertheless.\n *\n * Returned Observable emits the same notifications (nexted values, complete and error events) as the source Observable,\n * but rescheduled with provided scheduler. Note that this doesn't mean that source Observables internal\n * scheduler will be replaced in any way. Original scheduler still will be used, but when the source Observable emits\n * notification, it will be immediately scheduled again - this time with scheduler passed to `observeOn`.\n * An anti-pattern would be calling `observeOn` on Observable that emits lots of values synchronously, to split\n * that emissions into asynchronous chunks. For this to happen, scheduler would have to be passed into the source\n * Observable directly (usually into the operator that creates it). `observeOn` simply delays notifications a\n * little bit more, to ensure that they are emitted at expected moments.\n *\n * As a matter of fact, `observeOn` accepts second parameter, which specifies in milliseconds with what delay notifications\n * will be emitted. The main difference between {@link delay} operator and `observeOn` is that `observeOn`\n * will delay all notifications - including error notifications - while `delay` will pass through error\n * from source Observable immediately when it is emitted. In general it is highly recommended to use `delay` operator\n * for any kind of delaying of values in the stream, while using `observeOn` to specify which scheduler should be used\n * for notification emissions in general.\n *\n * ## Example\n *\n * Ensure values in subscribe are called just before browser repaint\n *\n * ```ts\n * import { interval, observeOn, animationFrameScheduler } from 'rxjs';\n *\n * const someDiv = document.createElement('div');\n * someDiv.style.cssText = 'width: 200px;background: #09c';\n * document.body.appendChild(someDiv);\n * const intervals = interval(10);      // Intervals are scheduled\n *                                      // with async scheduler by default...\n * intervals.pipe(\n *   observeOn(animationFrameScheduler) // ...but we will observe on animationFrame\n * )                                    // scheduler to ensure smooth animation.\n * .subscribe(val => {\n *   someDiv.style.height = val + 'px';\n * });\n * ```\n *\n * @see {@link delay}\n *\n * @param scheduler Scheduler that will be used to reschedule notifications from source Observable.\n * @param delay Number of milliseconds that states with what delay every notification should be rescheduled.\n * @return A function that returns an Observable that emits the same\n * notifications as the source Observable, but with provided scheduler.\n */\nexport function observeOn<T>(scheduler: SchedulerLike, delay = 0): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value) => executeSchedule(subscriber, scheduler, () => subscriber.next(value), delay),\n        () => executeSchedule(subscriber, scheduler, () => subscriber.complete(), delay),\n        (err) => executeSchedule(subscriber, scheduler, () => subscriber.error(err), delay)\n      )\n    );\n  });\n}\n", "import { MonoTypeOperatorFunction, SchedulerLike } from '../types';\nimport { operate } from '../util/lift';\n\n/**\n * Asynchronously subscribes Observers to this Observable on the specified {@link SchedulerLike}.\n *\n * With `subscribeOn` you can decide what type of scheduler a specific Observable will be using when it is subscribed to.\n *\n * Schedulers control the speed and order of emissions to observers from an Observable stream.\n *\n * ![](subscribeOn.png)\n *\n * ## Example\n *\n * Given the following code:\n *\n * ```ts\n * import { of, merge } from 'rxjs';\n *\n * const a = of(1, 2, 3);\n * const b = of(4, 5, 6);\n *\n * merge(a, b).subscribe(console.log);\n *\n * // Outputs\n * // 1\n * // 2\n * // 3\n * // 4\n * // 5\n * // 6\n * ```\n *\n * Both Observable `a` and `b` will emit their values directly and synchronously once they are subscribed to.\n *\n * If we instead use the `subscribeOn` operator declaring that we want to use the {@link asyncScheduler} for values emitted by Observable `a`:\n *\n * ```ts\n * import { of, subscribeOn, asyncScheduler, merge } from 'rxjs';\n *\n * const a = of(1, 2, 3).pipe(subscribeOn(asyncScheduler));\n * const b = of(4, 5, 6);\n *\n * merge(a, b).subscribe(console.log);\n *\n * // Outputs\n * // 4\n * // 5\n * // 6\n * // 1\n * // 2\n * // 3\n * ```\n *\n * The reason for this is that Observable `b` emits its values directly and synchronously like before\n * but the emissions from `a` are scheduled on the event loop because we are now using the {@link asyncScheduler} for that specific Observable.\n *\n * @param scheduler The {@link SchedulerLike} to perform subscription actions on.\n * @param delay A delay to pass to the scheduler to delay subscriptions\n * @return A function that returns an Observable modified so that its\n * subscriptions happen on the specified {@link SchedulerLike}.\n */\nexport function subscribeOn<T>(scheduler: SchedulerLike, delay: number = 0): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    subscriber.add(scheduler.schedule(() => source.subscribe(subscriber), delay));\n  });\n}\n", "import { innerFrom } from '../observable/innerFrom';\nimport { observeOn } from '../operators/observeOn';\nimport { subscribeOn } from '../operators/subscribeOn';\nimport { InteropObservable, SchedulerLike } from '../types';\n\nexport function scheduleObservable<T>(input: InteropObservable<T>, scheduler: SchedulerLike) {\n  return innerFrom(input).pipe(subscribeOn(scheduler), observeOn(scheduler));\n}\n", "import { innerFrom } from '../observable/innerFrom';\nimport { observeOn } from '../operators/observeOn';\nimport { subscribeOn } from '../operators/subscribeOn';\nimport { SchedulerLike } from '../types';\n\nexport function schedulePromise<T>(input: PromiseLike<T>, scheduler: SchedulerLike) {\n  return innerFrom(input).pipe(subscribeOn(scheduler), observeOn(scheduler));\n}\n", "import { Observable } from '../Observable';\nimport { SchedulerLike } from '../types';\n\nexport function scheduleArray<T>(input: ArrayLike<T>, scheduler: SchedulerLike) {\n  return new Observable<T>((subscriber) => {\n    // The current array index.\n    let i = 0;\n    // Start iterating over the array like on a schedule.\n    return scheduler.schedule(function () {\n      if (i === input.length) {\n        // If we have hit the end of the array like in the\n        // previous job, we can complete.\n        subscriber.complete();\n      } else {\n        // Otherwise let's next the value at the current index,\n        // then increment our index.\n        subscriber.next(input[i++]);\n        // If the last emission didn't cause us to close the subscriber\n        // (via take or some side effect), reschedule the job and we'll\n        // make another pass.\n        if (!subscriber.closed) {\n          this.schedule();\n        }\n      }\n    });\n  });\n}\n", "import { Observable } from '../Observable';\nimport { SchedulerLike } from '../types';\nimport { iterator as Symbol_iterator } from '../symbol/iterator';\nimport { isFunction } from '../util/isFunction';\nimport { executeSchedule } from '../util/executeSchedule';\n\n/**\n * Used in {@link scheduled} to create an observable from an Iterable.\n * @param input The iterable to create an observable from\n * @param scheduler The scheduler to use\n */\nexport function scheduleIterable<T>(input: Iterable<T>, scheduler: SchedulerLike) {\n  return new Observable<T>((subscriber) => {\n    let iterator: Iterator<T, T>;\n\n    // Schedule the initial creation of the iterator from\n    // the iterable. This is so the code in the iterable is\n    // not called until the scheduled job fires.\n    executeSchedule(subscriber, scheduler, () => {\n      // Create the iterator.\n      iterator = (input as any)[Symbol_iterator]();\n\n      executeSchedule(\n        subscriber,\n        scheduler,\n        () => {\n          let value: T;\n          let done: boolean | undefined;\n          try {\n            // Pull the value out of the iterator\n            ({ value, done } = iterator.next());\n          } catch (err) {\n            // We got an error while pulling from the iterator\n            subscriber.error(err);\n            return;\n          }\n\n          if (done) {\n            // If it is \"done\" we just complete. This mimics the\n            // behavior of JavaScript's `for..of` consumption of\n            // iterables, which will not emit the value from an iterator\n            // result of `{ done: true: value: 'here' }`.\n            subscriber.complete();\n          } else {\n            // The iterable is not done, emit the value.\n            subscriber.next(value);\n          }\n        },\n        0,\n        true\n      );\n    });\n\n    // During finalization, if we see this iterator has a `return` method,\n    // then we know it is a Generator, and not just an Iterator. So we call\n    // the `return()` function. This will ensure that any `finally { }` blocks\n    // inside of the generator we can hit will be hit properly.\n    return () => isFunction(iterator?.return) && iterator.return();\n  });\n}\n", "import { SchedulerLike } from '../types';\nimport { Observable } from '../Observable';\nimport { executeSchedule } from '../util/executeSchedule';\n\nexport function scheduleAsyncIterable<T>(input: AsyncIterable<T>, scheduler: SchedulerLike) {\n  if (!input) {\n    throw new Error('Iterable cannot be null');\n  }\n  return new Observable<T>((subscriber) => {\n    executeSchedule(subscriber, scheduler, () => {\n      const iterator = input[Symbol.asyncIterator]();\n      executeSchedule(\n        subscriber,\n        scheduler,\n        () => {\n          iterator.next().then((result) => {\n            if (result.done) {\n              // This will remove the subscriptions from\n              // the parent subscription.\n              subscriber.complete();\n            } else {\n              subscriber.next(result.value);\n            }\n          });\n        },\n        0,\n        true\n      );\n    });\n  });\n}\n", "import { SchedulerLike, ReadableStreamLike } from '../types';\nimport { Observable } from '../Observable';\nimport { scheduleAsyncIterable } from './scheduleAsyncIterable';\nimport { readableStreamLikeToAsyncGenerator } from '../util/isReadableStreamLike';\n\nexport function scheduleReadableStreamLike<T>(input: ReadableStreamLike<T>, scheduler: SchedulerLike): Observable<T> {\n  return scheduleAsyncIterable(readableStreamLikeToAsyncGenerator(input), scheduler);\n}\n", "import { scheduleObservable } from './scheduleObservable';\nimport { schedulePromise } from './schedulePromise';\nimport { scheduleArray } from './scheduleArray';\nimport { scheduleIterable } from './scheduleIterable';\nimport { scheduleAsyncIterable } from './scheduleAsyncIterable';\nimport { isInteropObservable } from '../util/isInteropObservable';\nimport { isPromise } from '../util/isPromise';\nimport { isArrayLike } from '../util/isArrayLike';\nimport { isIterable } from '../util/isIterable';\nimport { ObservableInput, SchedulerLike } from '../types';\nimport { Observable } from '../Observable';\nimport { isAsyncIterable } from '../util/isAsyncIterable';\nimport { createInvalidObservableTypeError } from '../util/throwUnobservableError';\nimport { isReadableStreamLike } from '../util/isReadableStreamLike';\nimport { scheduleReadableStreamLike } from './scheduleReadableStreamLike';\n\n/**\n * Converts from a common {@link ObservableInput} type to an observable where subscription and emissions\n * are scheduled on the provided scheduler.\n *\n * @see {@link from}\n * @see {@link of}\n *\n * @param input The observable, array, promise, iterable, etc you would like to schedule\n * @param scheduler The scheduler to use to schedule the subscription and emissions from\n * the returned observable.\n */\nexport function scheduled<T>(input: ObservableInput<T>, scheduler: SchedulerLike): Observable<T> {\n  if (input != null) {\n    if (isInteropObservable(input)) {\n      return scheduleObservable(input, scheduler);\n    }\n    if (isArrayLike(input)) {\n      return scheduleArray(input, scheduler);\n    }\n    if (isPromise(input)) {\n      return schedulePromise(input, scheduler);\n    }\n    if (isAsyncIterable(input)) {\n      return scheduleAsyncIterable(input, scheduler);\n    }\n    if (isIterable(input)) {\n      return scheduleIterable(input, scheduler);\n    }\n    if (isReadableStreamLike(input)) {\n      return scheduleReadableStreamLike(input, scheduler);\n    }\n  }\n  throw createInvalidObservableTypeError(input);\n}\n", "import { Observable } from '../Observable';\nimport { ObservableInput, SchedulerLike, ObservedValueOf } from '../types';\nimport { scheduled } from '../scheduled/scheduled';\nimport { innerFrom } from './innerFrom';\n\nexport function from<O extends ObservableInput<any>>(input: O): Observable<ObservedValueOf<O>>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function from<O extends ObservableInput<any>>(input: O, scheduler: SchedulerLike | undefined): Observable<ObservedValueOf<O>>;\n\n/**\n * Creates an Observable from an Array, an array-like object, a Promise, an iterable object, or an Observable-like object.\n *\n * <span class=\"informal\">Converts almost anything to an Observable.</span>\n *\n * ![](from.png)\n *\n * `from` converts various other objects and data types into Observables. It also converts a Promise, an array-like, or an\n * <a href=\"https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Iteration_protocols#iterable\" target=\"_blank\">iterable</a>\n * object into an Observable that emits the items in that promise, array, or iterable. A String, in this context, is treated\n * as an array of characters. Observable-like objects (contains a function named with the ES2015 Symbol for Observable) can also be\n * converted through this operator.\n *\n * ## Examples\n *\n * Converts an array to an Observable\n *\n * ```ts\n * import { from } from 'rxjs';\n *\n * const array = [10, 20, 30];\n * const result = from(array);\n *\n * result.subscribe(x => console.log(x));\n *\n * // Logs:\n * // 10\n * // 20\n * // 30\n * ```\n *\n * Convert an infinite iterable (from a generator) to an Observable\n *\n * ```ts\n * import { from, take } from 'rxjs';\n *\n * function* generateDoubles(seed) {\n *    let i = seed;\n *    while (true) {\n *      yield i;\n *      i = 2 * i; // double it\n *    }\n * }\n *\n * const iterator = generateDoubles(3);\n * const result = from(iterator).pipe(take(10));\n *\n * result.subscribe(x => console.log(x));\n *\n * // Logs:\n * // 3\n * // 6\n * // 12\n * // 24\n * // 48\n * // 96\n * // 192\n * // 384\n * // 768\n * // 1536\n * ```\n *\n * With `asyncScheduler`\n *\n * ```ts\n * import { from, asyncScheduler } from 'rxjs';\n *\n * console.log('start');\n *\n * const array = [10, 20, 30];\n * const result = from(array, asyncScheduler);\n *\n * result.subscribe(x => console.log(x));\n *\n * console.log('end');\n *\n * // Logs:\n * // 'start'\n * // 'end'\n * // 10\n * // 20\n * // 30\n * ```\n *\n * @see {@link fromEvent}\n * @see {@link fromEventPattern}\n *\n * @param {ObservableInput<T>} A subscription object, a Promise, an Observable-like,\n * an Array, an iterable, or an array-like object to be converted.\n * @param {SchedulerLike} An optional {@link SchedulerLike} on which to schedule the emission of values.\n * @return {Observable<T>}\n */\nexport function from<T>(input: ObservableInput<T>, scheduler?: SchedulerLike): Observable<T> {\n  return scheduler ? scheduled(input, scheduler) : innerFrom(input);\n}\n", "import { SchedulerLike, ValueFromArray } from '../types';\nimport { Observable } from '../Observable';\nimport { popScheduler } from '../util/args';\nimport { from } from './from';\n\n// Devs are more likely to pass null or undefined than they are a scheduler\n// without accompanying values. To make things easier for (naughty) devs who\n// use the `strictNullChecks: false` TypeScript compiler option, these\n// overloads with explicit null and undefined values are included.\n\nexport function of(value: null): Observable<null>;\nexport function of(value: undefined): Observable<undefined>;\n\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function of(scheduler: SchedulerLike): Observable<never>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function of<A extends readonly unknown[]>(...valuesAndScheduler: [...A, SchedulerLike]): Observable<ValueFromArray<A>>;\n\nexport function of(): Observable<never>;\n/** @deprecated Do not specify explicit type parameters. Signatures with type parameters that cannot be inferred will be removed in v8. */\nexport function of<T>(): Observable<T>;\nexport function of<T>(value: T): Observable<T>;\nexport function of<A extends readonly unknown[]>(...values: A): Observable<ValueFromArray<A>>;\n\n/**\n * Converts the arguments to an observable sequence.\n *\n * <span class=\"informal\">Each argument becomes a `next` notification.</span>\n *\n * ![](of.png)\n *\n * Unlike {@link from}, it does not do any flattening and emits each argument in whole\n * as a separate `next` notification.\n *\n * ## Examples\n *\n * Emit the values `10, 20, 30`\n *\n * ```ts\n * import { of } from 'rxjs';\n *\n * of(10, 20, 30)\n *   .subscribe({\n *     next: value => console.log('next:', value),\n *     error: err => console.log('error:', err),\n *     complete: () => console.log('the end'),\n *   });\n *\n * // Outputs\n * // next: 10\n * // next: 20\n * // next: 30\n * // the end\n * ```\n *\n * Emit the array `[1, 2, 3]`\n *\n * ```ts\n * import { of } from 'rxjs';\n *\n * of([1, 2, 3])\n *   .subscribe({\n *     next: value => console.log('next:', value),\n *     error: err => console.log('error:', err),\n *     complete: () => console.log('the end'),\n *   });\n *\n * // Outputs\n * // next: [1, 2, 3]\n * // the end\n * ```\n *\n * @see {@link from}\n * @see {@link range}\n *\n * @param {...T} values A comma separated list of arguments you want to be emitted\n * @return {Observable} An Observable that emits the arguments\n * described above and then completes.\n */\nexport function of<T>(...args: Array<T | SchedulerLike>): Observable<T> {\n  const scheduler = popScheduler(args);\n  return from(args as T[], scheduler);\n}\n", "import { Observable } from '../Observable';\nimport { Subscriber } from '../Subscriber';\nimport { SchedulerLike } from '../types';\nimport { isFunction } from '../util/isFunction';\n\n/**\n * Creates an observable that will create an error instance and push it to the consumer as an error\n * immediately upon subscription.\n *\n * <span class=\"informal\">Just errors and does nothing else</span>\n *\n * ![](throw.png)\n *\n * This creation function is useful for creating an observable that will create an error and error every\n * time it is subscribed to. Generally, inside of most operators when you might want to return an errored\n * observable, this is unnecessary. In most cases, such as in the inner return of {@link concatMap},\n * {@link mergeMap}, {@link defer}, and many others, you can simply throw the error, and RxJS will pick\n * that up and notify the consumer of the error.\n *\n * ## Example\n *\n * Create a simple observable that will create a new error with a timestamp and log it\n * and the message every time you subscribe to it\n *\n * ```ts\n * import { throwError } from 'rxjs';\n *\n * let errorCount = 0;\n *\n * const errorWithTimestamp$ = throwError(() => {\n *   const error: any = new Error(`This is error number ${ ++errorCount }`);\n *   error.timestamp = Date.now();\n *   return error;\n * });\n *\n * errorWithTimestamp$.subscribe({\n *   error: err => console.log(err.timestamp, err.message)\n * });\n *\n * errorWithTimestamp$.subscribe({\n *   error: err => console.log(err.timestamp, err.message)\n * });\n *\n * // Logs the timestamp and a new error message for each subscription\n * ```\n *\n * ### Unnecessary usage\n *\n * Using `throwError` inside of an operator or creation function\n * with a callback, is usually not necessary\n *\n * ```ts\n * import { of, concatMap, timer, throwError } from 'rxjs';\n *\n * const delays$ = of(1000, 2000, Infinity, 3000);\n *\n * delays$.pipe(\n *   concatMap(ms => {\n *     if (ms < 10000) {\n *       return timer(ms);\n *     } else {\n *       // This is probably overkill.\n *       return throwError(() => new Error(`Invalid time ${ ms }`));\n *     }\n *   })\n * )\n * .subscribe({\n *   next: console.log,\n *   error: console.error\n * });\n * ```\n *\n * You can just throw the error instead\n *\n * ```ts\n * import { of, concatMap, timer } from 'rxjs';\n *\n * const delays$ = of(1000, 2000, Infinity, 3000);\n *\n * delays$.pipe(\n *   concatMap(ms => {\n *     if (ms < 10000) {\n *       return timer(ms);\n *     } else {\n *       // Cleaner and easier to read for most folks.\n *       throw new Error(`Invalid time ${ ms }`);\n *     }\n *   })\n * )\n * .subscribe({\n *   next: console.log,\n *   error: console.error\n * });\n * ```\n *\n * @param errorFactory A factory function that will create the error instance that is pushed.\n */\nexport function throwError(errorFactory: () => any): Observable<never>;\n\n/**\n * Returns an observable that will error with the specified error immediately upon subscription.\n *\n * @param error The error instance to emit\n * @deprecated Support for passing an error value will be removed in v8. Instead, pass a factory function to `throwError(() => new Error('test'))`. This is\n * because it will create the error at the moment it should be created and capture a more appropriate stack trace. If\n * for some reason you need to create the error ahead of time, you can still do that: `const err = new Error('test'); throwError(() => err);`.\n */\nexport function throwError(error: any): Observable<never>;\n\n/**\n * Notifies the consumer of an error using a given scheduler by scheduling it at delay `0` upon subscription.\n *\n * @param errorOrErrorFactory An error instance or error factory\n * @param scheduler A scheduler to use to schedule the error notification\n * @deprecated The `scheduler` parameter will be removed in v8.\n * Use `throwError` in combination with {@link observeOn}: `throwError(() => new Error('test')).pipe(observeOn(scheduler));`.\n * Details: https://rxjs.dev/deprecations/scheduler-argument\n */\nexport function throwError(errorOrErrorFactory: any, scheduler: SchedulerLike): Observable<never>;\n\nexport function throwError(errorOrErrorFactory: any, scheduler?: SchedulerLike): Observable<never> {\n  const errorFactory = isFunction(errorOrErrorFactory) ? errorOrErrorFactory : () => errorOrErrorFactory;\n  const init = (subscriber: Subscriber<never>) => subscriber.error(errorFactory());\n  return new Observable(scheduler ? (subscriber) => scheduler.schedule(init as any, 0, subscriber) : init);\n}\n", "import { createErrorClass } from './createErrorClass';\n\nexport interface EmptyError extends Error {}\n\nexport interface EmptyErrorCtor {\n  /**\n   * @deprecated Internal implementation detail. Do not construct error instances.\n   * Cannot be tagged as internal: https://github.com/ReactiveX/rxjs/issues/6269\n   */\n  new (): EmptyError;\n}\n\n/**\n * An error thrown when an Observable or a sequence was queried but has no\n * elements.\n *\n * @see {@link first}\n * @see {@link last}\n * @see {@link single}\n * @see {@link firstValueFrom}\n * @see {@link lastValueFrom}\n *\n * @class EmptyError\n */\nexport const EmptyError: EmptyErrorCtor = createErrorClass((_super) => function EmptyErrorImpl(this: any) {\n  _super(this);\n  this.name = 'EmptyError';\n  this.message = 'no elements in sequence';\n});\n", "/**\n * Checks to see if a value is not only a `Date` object,\n * but a *valid* `Date` object that can be converted to a\n * number. For example, `new Date('blah')` is indeed an\n * `instanceof Date`, however it cannot be converted to a\n * number.\n */\nexport function isValidDate(value: any): value is Date {\n  return value instanceof Date && !isNaN(value as any);\n}\n", "import { OperatorFunction } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\nexport function map<T, R>(project: (value: T, index: number) => R): OperatorFunction<T, R>;\n/** @deprecated Use a closure instead of a `thisArg`. Signatures accepting a `thisArg` will be removed in v8. */\nexport function map<T, R, A>(project: (this: A, value: T, index: number) => R, thisArg: A): OperatorFunction<T, R>;\n\n/**\n * Applies a given `project` function to each value emitted by the source\n * Observable, and emits the resulting values as an Observable.\n *\n * <span class=\"informal\">Like [Array.prototype.map()](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/map),\n * it passes each source value through a transformation function to get\n * corresponding output values.</span>\n *\n * ![](map.png)\n *\n * Similar to the well known `Array.prototype.map` function, this operator\n * applies a projection to each value and emits that projection in the output\n * Observable.\n *\n * ## Example\n *\n * Map every click to the `clientX` position of that click\n *\n * ```ts\n * import { fromEvent, map } from 'rxjs';\n *\n * const clicks = fromEvent<PointerEvent>(document, 'click');\n * const positions = clicks.pipe(map(ev => ev.clientX));\n *\n * positions.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link mapTo}\n * @see {@link pluck}\n *\n * @param {function(value: T, index: number): R} project The function to apply\n * to each `value` emitted by the source Observable. The `index` parameter is\n * the number `i` for the i-th emission that has happened since the\n * subscription, starting from the number `0`.\n * @param {any} [thisArg] An optional argument to define what `this` is in the\n * `project` function.\n * @return A function that returns an Observable that emits the values from the\n * source Observable transformed by the given `project` function.\n */\nexport function map<T, R>(project: (value: T, index: number) => R, thisArg?: any): OperatorFunction<T, R> {\n  return operate((source, subscriber) => {\n    // The index of the value from the source. Used with projection.\n    let index = 0;\n    // Subscribe to the source, all errors and completions are sent along\n    // to the consumer.\n    source.subscribe(\n      createOperatorSubscriber(subscriber, (value: T) => {\n        // Call the projection function with the appropriate this context,\n        // and send the resulting value to the consumer.\n        subscriber.next(project.call(thisArg, value, index++));\n      })\n    );\n  });\n}\n", "import { OperatorFunction } from \"../types\";\nimport { map } from \"../operators/map\";\n\nconst { isArray } = Array;\n\nfunction callOrApply<T, R>(fn: ((...values: T[]) => R), args: T|T[]): R {\n    return isArray(args) ? fn(...args) : fn(args);\n}\n\n/**\n * Used in several -- mostly deprecated -- situations where we need to \n * apply a list of arguments or a single argument to a result selector.\n */\nexport function mapOneOrManyArgs<T, R>(fn: ((...values: T[]) => R)): OperatorFunction<T|T[], R> {\n    return map(args => callOrApply(fn, args))\n}", "const { isArray } = Array;\nconst { getPrototypeOf, prototype: objectProto, keys: getKeys } = Object;\n\n/**\n * Used in functions where either a list of arguments, a single array of arguments, or a\n * dictionary of arguments can be returned. Returns an object with an `args` property with\n * the arguments in an array, if it is a dictionary, it will also return the `keys` in another\n * property.\n */\nexport function argsArgArrayOrObject<T, O extends Record<string, T>>(args: T[] | [O] | [T[]]): { args: T[]; keys: string[] | null } {\n  if (args.length === 1) {\n    const first = args[0];\n    if (isArray(first)) {\n      return { args: first, keys: null };\n    }\n    if (isPOJO(first)) {\n      const keys = getKeys(first);\n      return {\n        args: keys.map((key) => first[key]),\n        keys,\n      };\n    }\n  }\n\n  return { args: args as T[], keys: null };\n}\n\nfunction isPOJO(obj: any): obj is object {\n  return obj && typeof obj === 'object' && getPrototypeOf(obj) === objectProto;\n}\n", "export function createObject(keys: string[], values: any[]) {\n  return keys.reduce((result, key, i) => ((result[key] = values[i]), result), {} as any);\n}\n", "import { Observable } from '../Observable';\nimport { ObservableInput, SchedulerLike, ObservedValueOf, ObservableInputTuple } from '../types';\nimport { argsArgArrayOrObject } from '../util/argsArgArrayOrObject';\nimport { Subscriber } from '../Subscriber';\nimport { from } from './from';\nimport { identity } from '../util/identity';\nimport { Subscription } from '../Subscription';\nimport { mapOneOrManyArgs } from '../util/mapOneOrManyArgs';\nimport { popResultSelector, popScheduler } from '../util/args';\nimport { createObject } from '../util/createObject';\nimport { createOperatorSubscriber } from '../operators/OperatorSubscriber';\nimport { AnyCatcher } from '../AnyCatcher';\nimport { executeSchedule } from '../util/executeSchedule';\n\n// combineLatest(any)\n// We put this first because we need to catch cases where the user has supplied\n// _exactly `any`_ as the argument. Since `any` literally matches _anything_,\n// we don't want it to randomly hit one of the other type signatures below,\n// as we have no idea at build-time what type we should be returning when given an any.\n\n/**\n * You have passed `any` here, we can't figure out if it is\n * an array or an object, so you're getting `unknown`. Use better types.\n * @param arg Something typed as `any`\n */\nexport function combineLatest<T extends AnyCatcher>(arg: T): Observable<unknown>;\n\n// combineLatest([a, b, c])\nexport function combineLatest(sources: []): Observable<never>;\nexport function combineLatest<A extends readonly unknown[]>(sources: readonly [...ObservableInputTuple<A>]): Observable<A>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `combineLatestAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function combineLatest<A extends readonly unknown[], R>(\n  sources: readonly [...ObservableInputTuple<A>],\n  resultSelector: (...values: A) => R,\n  scheduler: SchedulerLike\n): Observable<R>;\nexport function combineLatest<A extends readonly unknown[], R>(\n  sources: readonly [...ObservableInputTuple<A>],\n  resultSelector: (...values: A) => R\n): Observable<R>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `combineLatestAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function combineLatest<A extends readonly unknown[]>(\n  sources: readonly [...ObservableInputTuple<A>],\n  scheduler: SchedulerLike\n): Observable<A>;\n\n// combineLatest(a, b, c)\n/** @deprecated Pass an array of sources instead. The rest-parameters signature will be removed in v8. Details: https://rxjs.dev/deprecations/array-argument */\nexport function combineLatest<A extends readonly unknown[]>(...sources: [...ObservableInputTuple<A>]): Observable<A>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `combineLatestAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function combineLatest<A extends readonly unknown[], R>(\n  ...sourcesAndResultSelectorAndScheduler: [...ObservableInputTuple<A>, (...values: A) => R, SchedulerLike]\n): Observable<R>;\n/** @deprecated Pass an array of sources instead. The rest-parameters signature will be removed in v8. Details: https://rxjs.dev/deprecations/array-argument */\nexport function combineLatest<A extends readonly unknown[], R>(\n  ...sourcesAndResultSelector: [...ObservableInputTuple<A>, (...values: A) => R]\n): Observable<R>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `combineLatestAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function combineLatest<A extends readonly unknown[]>(\n  ...sourcesAndScheduler: [...ObservableInputTuple<A>, SchedulerLike]\n): Observable<A>;\n\n// combineLatest({a, b, c})\nexport function combineLatest(sourcesObject: { [K in any]: never }): Observable<never>;\nexport function combineLatest<T extends Record<string, ObservableInput<any>>>(\n  sourcesObject: T\n): Observable<{ [K in keyof T]: ObservedValueOf<T[K]> }>;\n\n/**\n * Combines multiple Observables to create an Observable whose values are\n * calculated from the latest values of each of its input Observables.\n *\n * <span class=\"informal\">Whenever any input Observable emits a value, it\n * computes a formula using the latest values from all the inputs, then emits\n * the output of that formula.</span>\n *\n * ![](combineLatest.png)\n *\n * `combineLatest` combines the values from all the Observables passed in the\n * observables array. This is done by subscribing to each Observable in order and,\n * whenever any Observable emits, collecting an array of the most recent\n * values from each Observable. So if you pass `n` Observables to this operator,\n * the returned Observable will always emit an array of `n` values, in an order\n * corresponding to the order of the passed Observables (the value from the first Observable\n * will be at index 0 of the array and so on).\n *\n * Static version of `combineLatest` accepts an array of Observables. Note that an array of\n * Observables is a good choice, if you don't know beforehand how many Observables\n * you will combine. Passing an empty array will result in an Observable that\n * completes immediately.\n *\n * To ensure the output array always has the same length, `combineLatest` will\n * actually wait for all input Observables to emit at least once,\n * before it starts emitting results. This means if some Observable emits\n * values before other Observables started emitting, all these values but the last\n * will be lost. On the other hand, if some Observable does not emit a value but\n * completes, resulting Observable will complete at the same moment without\n * emitting anything, since it will now be impossible to include a value from the\n * completed Observable in the resulting array. Also, if some input Observable does\n * not emit any value and never completes, `combineLatest` will also never emit\n * and never complete, since, again, it will wait for all streams to emit some\n * value.\n *\n * If at least one Observable was passed to `combineLatest` and all passed Observables\n * emitted something, the resulting Observable will complete when all combined\n * streams complete. So even if some Observable completes, the result of\n * `combineLatest` will still emit values when other Observables do. In case\n * of a completed Observable, its value from now on will always be the last\n * emitted value. On the other hand, if any Observable errors, `combineLatest`\n * will error immediately as well, and all other Observables will be unsubscribed.\n *\n * ## Examples\n *\n * Combine two timer Observables\n *\n * ```ts\n * import { timer, combineLatest } from 'rxjs';\n *\n * const firstTimer = timer(0, 1000); // emit 0, 1, 2... after every second, starting from now\n * const secondTimer = timer(500, 1000); // emit 0, 1, 2... after every second, starting 0,5s from now\n * const combinedTimers = combineLatest([firstTimer, secondTimer]);\n * combinedTimers.subscribe(value => console.log(value));\n * // Logs\n * // [0, 0] after 0.5s\n * // [1, 0] after 1s\n * // [1, 1] after 1.5s\n * // [2, 1] after 2s\n * ```\n *\n * Combine a dictionary of Observables\n *\n * ```ts\n * import { of, delay, startWith, combineLatest } from 'rxjs';\n *\n * const observables = {\n *   a: of(1).pipe(delay(1000), startWith(0)),\n *   b: of(5).pipe(delay(5000), startWith(0)),\n *   c: of(10).pipe(delay(10000), startWith(0))\n * };\n * const combined = combineLatest(observables);\n * combined.subscribe(value => console.log(value));\n * // Logs\n * // { a: 0, b: 0, c: 0 } immediately\n * // { a: 1, b: 0, c: 0 } after 1s\n * // { a: 1, b: 5, c: 0 } after 5s\n * // { a: 1, b: 5, c: 10 } after 10s\n * ```\n *\n * Combine an array of Observables\n *\n * ```ts\n * import { of, delay, startWith, combineLatest } from 'rxjs';\n *\n * const observables = [1, 5, 10].map(\n *   n => of(n).pipe(\n *     delay(n * 1000), // emit 0 and then emit n after n seconds\n *     startWith(0)\n *   )\n * );\n * const combined = combineLatest(observables);\n * combined.subscribe(value => console.log(value));\n * // Logs\n * // [0, 0, 0] immediately\n * // [1, 0, 0] after 1s\n * // [1, 5, 0] after 5s\n * // [1, 5, 10] after 10s\n * ```\n *\n * Use map operator to dynamically calculate the Body-Mass Index\n *\n * ```ts\n * import { of, combineLatest, map } from 'rxjs';\n *\n * const weight = of(70, 72, 76, 79, 75);\n * const height = of(1.76, 1.77, 1.78);\n * const bmi = combineLatest([weight, height]).pipe(\n *   map(([w, h]) => w / (h * h)),\n * );\n * bmi.subscribe(x => console.log('BMI is ' + x));\n *\n * // With output to console:\n * // BMI is 24.212293388429753\n * // BMI is 23.93948099205209\n * // BMI is 23.671253629592222\n * ```\n *\n * @see {@link combineLatestAll}\n * @see {@link merge}\n * @see {@link withLatestFrom}\n *\n * @param {ObservableInput} [observables] An array of input Observables to combine with each other.\n * An array of Observables must be given as the first argument.\n * @param {function} [project] An optional function to project the values from\n * the combined latest values into a new value on the output Observable.\n * @param {SchedulerLike} [scheduler=null] The {@link SchedulerLike} to use for subscribing to\n * each input Observable.\n * @return {Observable} An Observable of projected values from the most recent\n * values from each input Observable, or an array of the most recent values from\n * each input Observable.\n */\nexport function combineLatest<O extends ObservableInput<any>, R>(...args: any[]): Observable<R> | Observable<ObservedValueOf<O>[]> {\n  const scheduler = popScheduler(args);\n  const resultSelector = popResultSelector(args);\n\n  const { args: observables, keys } = argsArgArrayOrObject(args);\n\n  if (observables.length === 0) {\n    // If no observables are passed, or someone has passed an empty array\n    // of observables, or even an empty object POJO, we need to just\n    // complete (EMPTY), but we have to honor the scheduler provided if any.\n    return from([], scheduler as any);\n  }\n\n  const result = new Observable<ObservedValueOf<O>[]>(\n    combineLatestInit(\n      observables as ObservableInput<ObservedValueOf<O>>[],\n      scheduler,\n      keys\n        ? // A handler for scrubbing the array of args into a dictionary.\n          (values) => createObject(keys, values)\n        : // A passthrough to just return the array\n          identity\n    )\n  );\n\n  return resultSelector ? (result.pipe(mapOneOrManyArgs(resultSelector)) as Observable<R>) : result;\n}\n\nexport function combineLatestInit(\n  observables: ObservableInput<any>[],\n  scheduler?: SchedulerLike,\n  valueTransform: (values: any[]) => any = identity\n) {\n  return (subscriber: Subscriber<any>) => {\n    // The outer subscription. We're capturing this in a function\n    // because we may have to schedule it.\n    maybeSchedule(\n      scheduler,\n      () => {\n        const { length } = observables;\n        // A store for the values each observable has emitted so far. We match observable to value on index.\n        const values = new Array(length);\n        // The number of currently active subscriptions, as they complete, we decrement this number to see if\n        // we are all done combining values, so we can complete the result.\n        let active = length;\n        // The number of inner sources that still haven't emitted the first value\n        // We need to track this because all sources need to emit one value in order\n        // to start emitting values.\n        let remainingFirstValues = length;\n        // The loop to kick off subscription. We're keying everything on index `i` to relate the observables passed\n        // in to the slot in the output array or the key in the array of keys in the output dictionary.\n        for (let i = 0; i < length; i++) {\n          maybeSchedule(\n            scheduler,\n            () => {\n              const source = from(observables[i], scheduler as any);\n              let hasFirstValue = false;\n              source.subscribe(\n                createOperatorSubscriber(\n                  subscriber,\n                  (value) => {\n                    // When we get a value, record it in our set of values.\n                    values[i] = value;\n                    if (!hasFirstValue) {\n                      // If this is our first value, record that.\n                      hasFirstValue = true;\n                      remainingFirstValues--;\n                    }\n                    if (!remainingFirstValues) {\n                      // We're not waiting for any more\n                      // first values, so we can emit!\n                      subscriber.next(valueTransform(values.slice()));\n                    }\n                  },\n                  () => {\n                    if (!--active) {\n                      // We only complete the result if we have no more active\n                      // inner observables.\n                      subscriber.complete();\n                    }\n                  }\n                )\n              );\n            },\n            subscriber\n          );\n        }\n      },\n      subscriber\n    );\n  };\n}\n\n/**\n * A small utility to handle the couple of locations where we want to schedule if a scheduler was provided,\n * but we don't if there was no scheduler.\n */\nfunction maybeSchedule(scheduler: SchedulerLike | undefined, execute: () => void, subscription: Subscription) {\n  if (scheduler) {\n    executeSchedule(subscription, scheduler, execute);\n  } else {\n    execute();\n  }\n}\n", "import { Observable } from '../Observable';\nimport { innerFrom } from '../observable/innerFrom';\nimport { Subscriber } from '../Subscriber';\nimport { ObservableInput, SchedulerLike } from '../types';\nimport { executeSchedule } from '../util/executeSchedule';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * A process embodying the general \"merge\" strategy. This is used in\n * `mergeMap` and `mergeScan` because the logic is otherwise nearly identical.\n * @param source The original source observable\n * @param subscriber The consumer subscriber\n * @param project The projection function to get our inner sources\n * @param concurrent The number of concurrent inner subscriptions\n * @param onBeforeNext Additional logic to apply before nexting to our consumer\n * @param expand If `true` this will perform an \"expand\" strategy, which differs only\n * in that it recurses, and the inner subscription must be schedule-able.\n * @param innerSubScheduler A scheduler to use to schedule inner subscriptions,\n * this is to support the expand strategy, mostly, and should be deprecated\n */\nexport function mergeInternals<T, R>(\n  source: Observable<T>,\n  subscriber: Subscriber<R>,\n  project: (value: T, index: number) => ObservableInput<R>,\n  concurrent: number,\n  onBeforeNext?: (innerValue: R) => void,\n  expand?: boolean,\n  innerSubScheduler?: SchedulerLike,\n  additionalFinalizer?: () => void\n) {\n  // Buffered values, in the event of going over our concurrency limit\n  const buffer: T[] = [];\n  // The number of active inner subscriptions.\n  let active = 0;\n  // An index to pass to our accumulator function\n  let index = 0;\n  // Whether or not the outer source has completed.\n  let isComplete = false;\n\n  /**\n   * Checks to see if we can complete our result or not.\n   */\n  const checkComplete = () => {\n    // If the outer has completed, and nothing is left in the buffer,\n    // and we don't have any active inner subscriptions, then we can\n    // Emit the state and complete.\n    if (isComplete && !buffer.length && !active) {\n      subscriber.complete();\n    }\n  };\n\n  // If we're under our concurrency limit, just start the inner subscription, otherwise buffer and wait.\n  const outerNext = (value: T) => (active < concurrent ? doInnerSub(value) : buffer.push(value));\n\n  const doInnerSub = (value: T) => {\n    // If we're expanding, we need to emit the outer values and the inner values\n    // as the inners will \"become outers\" in a way as they are recursively fed\n    // back to the projection mechanism.\n    expand && subscriber.next(value as any);\n\n    // Increment the number of active subscriptions so we can track it\n    // against our concurrency limit later.\n    active++;\n\n    // A flag used to show that the inner observable completed.\n    // This is checked during finalization to see if we should\n    // move to the next item in the buffer, if there is on.\n    let innerComplete = false;\n\n    // Start our inner subscription.\n    innerFrom(project(value, index++)).subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (innerValue) => {\n          // `mergeScan` has additional handling here. For example\n          // taking the inner value and updating state.\n          onBeforeNext?.(innerValue);\n\n          if (expand) {\n            // If we're expanding, then just recurse back to our outer\n            // handler. It will emit the value first thing.\n            outerNext(innerValue as any);\n          } else {\n            // Otherwise, emit the inner value.\n            subscriber.next(innerValue);\n          }\n        },\n        () => {\n          // Flag that we have completed, so we know to check the buffer\n          // during finalization.\n          innerComplete = true;\n        },\n        // Errors are passed to the destination.\n        undefined,\n        () => {\n          // During finalization, if the inner completed (it wasn't errored or\n          // cancelled), then we want to try the next item in the buffer if\n          // there is one.\n          if (innerComplete) {\n            // We have to wrap this in a try/catch because it happens during\n            // finalization, possibly asynchronously, and we want to pass\n            // any errors that happen (like in a projection function) to\n            // the outer Subscriber.\n            try {\n              // INNER SOURCE COMPLETE\n              // Decrement the active count to ensure that the next time\n              // we try to call `doInnerSub`, the number is accurate.\n              active--;\n              // If we have more values in the buffer, try to process those\n              // Note that this call will increment `active` ahead of the\n              // next conditional, if there were any more inner subscriptions\n              // to start.\n              while (buffer.length && active < concurrent) {\n                const bufferedValue = buffer.shift()!;\n                // Particularly for `expand`, we need to check to see if a scheduler was provided\n                // for when we want to start our inner subscription. Otherwise, we just start\n                // are next inner subscription.\n                if (innerSubScheduler) {\n                  executeSchedule(subscriber, innerSubScheduler, () => doInnerSub(bufferedValue));\n                } else {\n                  doInnerSub(bufferedValue);\n                }\n              }\n              // Check to see if we can complete, and complete if so.\n              checkComplete();\n            } catch (err) {\n              subscriber.error(err);\n            }\n          }\n        }\n      )\n    );\n  };\n\n  // Subscribe to our source observable.\n  source.subscribe(\n    createOperatorSubscriber(subscriber, outerNext, () => {\n      // Outer completed, make a note of it, and check to see if we can complete everything.\n      isComplete = true;\n      checkComplete();\n    })\n  );\n\n  // Additional finalization (for when the destination is torn down).\n  // Other finalization is added implicitly via subscription above.\n  return () => {\n    additionalFinalizer?.();\n  };\n}\n", "import { ObservableInput, OperatorFunction, ObservedValueOf } from '../types';\nimport { map } from './map';\nimport { innerFrom } from '../observable/innerFrom';\nimport { operate } from '../util/lift';\nimport { mergeInternals } from './mergeInternals';\nimport { isFunction } from '../util/isFunction';\n\n/* tslint:disable:max-line-length */\nexport function mergeMap<T, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O,\n  concurrent?: number\n): OperatorFunction<T, ObservedValueOf<O>>;\n/** @deprecated The `resultSelector` parameter will be removed in v8. Use an inner `map` instead. Details: https://rxjs.dev/deprecations/resultSelector */\nexport function mergeMap<T, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O,\n  resultSelector: undefined,\n  concurrent?: number\n): OperatorFunction<T, ObservedValueOf<O>>;\n/** @deprecated The `resultSelector` parameter will be removed in v8. Use an inner `map` instead. Details: https://rxjs.dev/deprecations/resultSelector */\nexport function mergeMap<T, R, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O,\n  resultSelector: (outerValue: T, innerValue: ObservedValueOf<O>, outerIndex: number, innerIndex: number) => R,\n  concurrent?: number\n): OperatorFunction<T, R>;\n/* tslint:enable:max-line-length */\n\n/**\n * Projects each source value to an Observable which is merged in the output\n * Observable.\n *\n * <span class=\"informal\">Maps each value to an Observable, then flattens all of\n * these inner Observables using {@link mergeAll}.</span>\n *\n * ![](mergeMap.png)\n *\n * Returns an Observable that emits items based on applying a function that you\n * supply to each item emitted by the source Observable, where that function\n * returns an Observable, and then merging those resulting Observables and\n * emitting the results of this merger.\n *\n * ## Example\n *\n * Map and flatten each letter to an Observable ticking every 1 second\n *\n * ```ts\n * import { of, mergeMap, interval, map } from 'rxjs';\n *\n * const letters = of('a', 'b', 'c');\n * const result = letters.pipe(\n *   mergeMap(x => interval(1000).pipe(map(i => x + i)))\n * );\n *\n * result.subscribe(x => console.log(x));\n *\n * // Results in the following:\n * // a0\n * // b0\n * // c0\n * // a1\n * // b1\n * // c1\n * // continues to list a, b, c every second with respective ascending integers\n * ```\n *\n * @see {@link concatMap}\n * @see {@link exhaustMap}\n * @see {@link merge}\n * @see {@link mergeAll}\n * @see {@link mergeMapTo}\n * @see {@link mergeScan}\n * @see {@link switchMap}\n *\n * @param {function(value: T, ?index: number): ObservableInput} project A function\n * that, when applied to an item emitted by the source Observable, returns an\n * Observable.\n * @param {number} [concurrent=Infinity] Maximum number of input\n * Observables being subscribed to concurrently.\n * @return A function that returns an Observable that emits the result of\n * applying the projection function (and the optional deprecated\n * `resultSelector`) to each item emitted by the source Observable and merging\n * the results of the Observables obtained from this transformation.\n */\nexport function mergeMap<T, R, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O,\n  resultSelector?: ((outerValue: T, innerValue: ObservedValueOf<O>, outerIndex: number, innerIndex: number) => R) | number,\n  concurrent: number = Infinity\n): OperatorFunction<T, ObservedValueOf<O> | R> {\n  if (isFunction(resultSelector)) {\n    // DEPRECATED PATH\n    return mergeMap((a, i) => map((b: any, ii: number) => resultSelector(a, b, i, ii))(innerFrom(project(a, i))), concurrent);\n  } else if (typeof resultSelector === 'number') {\n    concurrent = resultSelector;\n  }\n\n  return operate((source, subscriber) => mergeInternals(source, subscriber, project, concurrent));\n}\n", "import { mergeMap } from './mergeMap';\nimport { identity } from '../util/identity';\nimport { OperatorFunction, ObservableInput, ObservedValueOf } from '../types';\n\n/**\n * Converts a higher-order Observable into a first-order Observable which\n * concurrently delivers all values that are emitted on the inner Observables.\n *\n * <span class=\"informal\">Flattens an Observable-of-Observables.</span>\n *\n * ![](mergeAll.png)\n *\n * `mergeAll` subscribes to an Observable that emits Observables, also known as\n * a higher-order Observable. Each time it observes one of these emitted inner\n * Observables, it subscribes to that and delivers all the values from the\n * inner Observable on the output Observable. The output Observable only\n * completes once all inner Observables have completed. Any error delivered by\n * a inner Observable will be immediately emitted on the output Observable.\n *\n * ## Examples\n *\n * Spawn a new interval Observable for each click event, and blend their outputs as one Observable\n *\n * ```ts\n * import { fromEvent, map, interval, mergeAll } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const higherOrder = clicks.pipe(map(() => interval(1000)));\n * const firstOrder = higherOrder.pipe(mergeAll());\n *\n * firstOrder.subscribe(x => console.log(x));\n * ```\n *\n * Count from 0 to 9 every second for each click, but only allow 2 concurrent timers\n *\n * ```ts\n * import { fromEvent, map, interval, take, mergeAll } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const higherOrder = clicks.pipe(\n *   map(() => interval(1000).pipe(take(10)))\n * );\n * const firstOrder = higherOrder.pipe(mergeAll(2));\n *\n * firstOrder.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link combineLatestAll}\n * @see {@link concatAll}\n * @see {@link exhaustAll}\n * @see {@link merge}\n * @see {@link mergeMap}\n * @see {@link mergeMapTo}\n * @see {@link mergeScan}\n * @see {@link switchAll}\n * @see {@link switchMap}\n * @see {@link zipAll}\n *\n * @param {number} [concurrent=Infinity] Maximum number of inner\n * Observables being subscribed to concurrently.\n * @return A function that returns an Observable that emits values coming from\n * all the inner Observables emitted by the source Observable.\n */\nexport function mergeAll<O extends ObservableInput<any>>(concurrent: number = Infinity): OperatorFunction<O, ObservedValueOf<O>> {\n  return mergeMap(identity, concurrent);\n}\n", "import { mergeAll } from './mergeAll';\nimport { OperatorFunction, ObservableInput, ObservedValueOf } from '../types';\n\n/**\n * Converts a higher-order Observable into a first-order Observable by\n * concatenating the inner Observables in order.\n *\n * <span class=\"informal\">Flattens an Observable-of-Observables by putting one\n * inner Observable after the other.</span>\n *\n * ![](concatAll.svg)\n *\n * Joins every Observable emitted by the source (a higher-order Observable), in\n * a serial fashion. It subscribes to each inner Observable only after the\n * previous inner Observable has completed, and merges all of their values into\n * the returned observable.\n *\n * __Warning:__ If the source Observable emits Observables quickly and\n * endlessly, and the inner Observables it emits generally complete slower than\n * the source emits, you can run into memory issues as the incoming Observables\n * collect in an unbounded buffer.\n *\n * Note: `concatAll` is equivalent to `mergeAll` with concurrency parameter set\n * to `1`.\n *\n * ## Example\n *\n * For each click event, tick every second from 0 to 3, with no concurrency\n *\n * ```ts\n * import { fromEvent, map, interval, take, concatAll } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const higherOrder = clicks.pipe(\n *   map(() => interval(1000).pipe(take(4)))\n * );\n * const firstOrder = higherOrder.pipe(concatAll());\n * firstOrder.subscribe(x => console.log(x));\n *\n * // Results in the following:\n * // (results are not concurrent)\n * // For every click on the \"document\" it will emit values 0 to 3 spaced\n * // on a 1000ms interval\n * // one click = 1000ms-> 0 -1000ms-> 1 -1000ms-> 2 -1000ms-> 3\n * ```\n *\n * @see {@link combineLatestAll}\n * @see {@link concat}\n * @see {@link concatMap}\n * @see {@link concatMapTo}\n * @see {@link exhaustAll}\n * @see {@link mergeAll}\n * @see {@link switchAll}\n * @see {@link switchMap}\n * @see {@link zipAll}\n *\n * @return A function that returns an Observable emitting values from all the\n * inner Observables concatenated.\n */\nexport function concatAll<O extends ObservableInput<any>>(): OperatorFunction<O, ObservedValueOf<O>> {\n  return mergeAll(1);\n}\n", "import { Observable } from '../Observable';\nimport { ObservableInputTuple, SchedulerLike } from '../types';\nimport { concatAll } from '../operators/concatAll';\nimport { popScheduler } from '../util/args';\nimport { from } from './from';\n\nexport function concat<T extends readonly unknown[]>(...inputs: [...ObservableInputTuple<T>]): Observable<T[number]>;\nexport function concat<T extends readonly unknown[]>(\n  ...inputsAndScheduler: [...ObservableInputTuple<T>, SchedulerLike]\n): Observable<T[number]>;\n\n/**\n * Creates an output Observable which sequentially emits all values from the first given\n * Observable and then moves on to the next.\n *\n * <span class=\"informal\">Concatenates multiple Observables together by\n * sequentially emitting their values, one Observable after the other.</span>\n *\n * ![](concat.png)\n *\n * `concat` joins multiple Observables together, by subscribing to them one at a time and\n * merging their results into the output Observable. You can pass either an array of\n * Observables, or put them directly as arguments. Passing an empty array will result\n * in Observable that completes immediately.\n *\n * `concat` will subscribe to first input Observable and emit all its values, without\n * changing or affecting them in any way. When that Observable completes, it will\n * subscribe to then next Observable passed and, again, emit its values. This will be\n * repeated, until the operator runs out of Observables. When last input Observable completes,\n * `concat` will complete as well. At any given moment only one Observable passed to operator\n * emits values. If you would like to emit values from passed Observables concurrently, check out\n * {@link merge} instead, especially with optional `concurrent` parameter. As a matter of fact,\n * `concat` is an equivalent of `merge` operator with `concurrent` parameter set to `1`.\n *\n * Note that if some input Observable never completes, `concat` will also never complete\n * and Observables following the one that did not complete will never be subscribed. On the other\n * hand, if some Observable simply completes immediately after it is subscribed, it will be\n * invisible for `concat`, which will just move on to the next Observable.\n *\n * If any Observable in chain errors, instead of passing control to the next Observable,\n * `concat` will error immediately as well. Observables that would be subscribed after\n * the one that emitted error, never will.\n *\n * If you pass to `concat` the same Observable many times, its stream of values\n * will be \"replayed\" on every subscription, which means you can repeat given Observable\n * as many times as you like. If passing the same Observable to `concat` 1000 times becomes tedious,\n * you can always use {@link repeat}.\n *\n * ## Examples\n *\n * Concatenate a timer counting from 0 to 3 with a synchronous sequence from 1 to 10\n *\n * ```ts\n * import { interval, take, range, concat } from 'rxjs';\n *\n * const timer = interval(1000).pipe(take(4));\n * const sequence = range(1, 10);\n * const result = concat(timer, sequence);\n * result.subscribe(x => console.log(x));\n *\n * // results in:\n * // 0 -1000ms-> 1 -1000ms-> 2 -1000ms-> 3 -immediate-> 1 ... 10\n * ```\n *\n * Concatenate 3 Observables\n *\n * ```ts\n * import { interval, take, concat } from 'rxjs';\n *\n * const timer1 = interval(1000).pipe(take(10));\n * const timer2 = interval(2000).pipe(take(6));\n * const timer3 = interval(500).pipe(take(10));\n *\n * const result = concat(timer1, timer2, timer3);\n * result.subscribe(x => console.log(x));\n *\n * // results in the following:\n * // (Prints to console sequentially)\n * // -1000ms-> 0 -1000ms-> 1 -1000ms-> ... 9\n * // -2000ms-> 0 -2000ms-> 1 -2000ms-> ... 5\n * // -500ms-> 0 -500ms-> 1 -500ms-> ... 9\n * ```\n *\n * Concatenate the same Observable to repeat it\n *\n * ```ts\n * import { interval, take, concat } from 'rxjs';\n *\n * const timer = interval(1000).pipe(take(2));\n *\n * concat(timer, timer) // concatenating the same Observable!\n *   .subscribe({\n *     next: value => console.log(value),\n *     complete: () => console.log('...and it is done!')\n *   });\n *\n * // Logs:\n * // 0 after 1s\n * // 1 after 2s\n * // 0 after 3s\n * // 1 after 4s\n * // '...and it is done!' also after 4s\n * ```\n *\n * @see {@link concatAll}\n * @see {@link concatMap}\n * @see {@link concatMapTo}\n * @see {@link startWith}\n * @see {@link endWith}\n *\n * @param args Input Observables to concatenate.\n */\nexport function concat(...args: any[]): Observable<unknown> {\n  return concatAll()(from(args, popScheduler(args)));\n}\n", "import { Observable } from '../Observable';\nimport { ObservedValueOf, ObservableInput } from '../types';\nimport { innerFrom } from './innerFrom';\n\n/**\n * Creates an Observable that, on subscribe, calls an Observable factory to\n * make an Observable for each new Observer.\n *\n * <span class=\"informal\">Creates the Observable lazily, that is, only when it\n * is subscribed.\n * </span>\n *\n * ![](defer.png)\n *\n * `defer` allows you to create an Observable only when the Observer\n * subscribes. It waits until an Observer subscribes to it, calls the given\n * factory function to get an Observable -- where a factory function typically\n * generates a new Observable -- and subscribes the Observer to this Observable.\n * In case the factory function returns a falsy value, then EMPTY is used as\n * Observable instead. Last but not least, an exception during the factory\n * function call is transferred to the Observer by calling `error`.\n *\n * ## Example\n *\n * Subscribe to either an Observable of clicks or an Observable of interval, at random\n *\n * ```ts\n * import { defer, fromEvent, interval } from 'rxjs';\n *\n * const clicksOrInterval = defer(() => {\n *   return Math.random() > 0.5\n *     ? fromEvent(document, 'click')\n *     : interval(1000);\n * });\n * clicksOrInterval.subscribe(x => console.log(x));\n *\n * // Results in the following behavior:\n * // If the result of Math.random() is greater than 0.5 it will listen\n * // for clicks anywhere on the \"document\"; when document is clicked it\n * // will log a MouseEvent object to the console. If the result is less\n * // than 0.5 it will emit ascending numbers, one every second(1000ms).\n * ```\n *\n * @see {@link Observable}\n *\n * @param {function(): ObservableInput} observableFactory The Observable\n * factory function to invoke for each Observer that subscribes to the output\n * Observable. May also return a Promise, which will be converted on the fly\n * to an Observable.\n * @return {Observable} An Observable whose Observers' subscriptions trigger\n * an invocation of the given Observable factory function.\n */\nexport function defer<R extends ObservableInput<any>>(observableFactory: () => R): Observable<ObservedValueOf<R>> {\n  return new Observable<ObservedValueOf<R>>((subscriber) => {\n    innerFrom(observableFactory()).subscribe(subscriber);\n  });\n}\n", "import { innerFrom } from '../observable/innerFrom';\nimport { Observable } from '../Observable';\nimport { mergeMap } from '../operators/mergeMap';\nimport { isArrayLike } from '../util/isArrayLike';\nimport { isFunction } from '../util/isFunction';\nimport { mapOneOrManyArgs } from '../util/mapOneOrManyArgs';\n\n// These constants are used to create handler registry functions using array mapping below.\nconst nodeEventEmitterMethods = ['addListener', 'removeListener'] as const;\nconst eventTargetMethods = ['addEventListener', 'removeEventListener'] as const;\nconst jqueryMethods = ['on', 'off'] as const;\n\nexport interface NodeStyleEventEmitter {\n  addListener(eventName: string | symbol, handler: NodeEventHandler): this;\n  removeListener(eventName: string | symbol, handler: NodeEventHandler): this;\n}\n\nexport type NodeEventHandler = (...args: any[]) => void;\n\n// For APIs that implement `addListener` and `removeListener` methods that may\n// not use the same arguments or return EventEmitter values\n// such as React Native\nexport interface NodeCompatibleEventEmitter {\n  addListener(eventName: string, handler: NodeEventHandler): void | {};\n  removeListener(eventName: string, handler: NodeEventHandler): void | {};\n}\n\n// Use handler types like those in @types/jquery. See:\n// https://github.com/DefinitelyTyped/DefinitelyTyped/blob/847731ba1d7fa6db6b911c0e43aa0afe596e7723/types/jquery/misc.d.ts#L6395\nexport interface JQueryStyleEventEmitter<TContext, T> {\n  on(eventName: string, handler: (this: TContext, t: T, ...args: any[]) => any): void;\n  off(eventName: string, handler: (this: TContext, t: T, ...args: any[]) => any): void;\n}\n\nexport interface EventListenerObject<E> {\n  handleEvent(evt: E): void;\n}\n\nexport interface HasEventTargetAddRemove<E> {\n  addEventListener(\n    type: string,\n    listener: ((evt: E) => void) | EventListenerObject<E> | null,\n    options?: boolean | AddEventListenerOptions\n  ): void;\n  removeEventListener(\n    type: string,\n    listener: ((evt: E) => void) | EventListenerObject<E> | null,\n    options?: EventListenerOptions | boolean\n  ): void;\n}\n\nexport interface EventListenerOptions {\n  capture?: boolean;\n  passive?: boolean;\n  once?: boolean;\n}\n\nexport interface AddEventListenerOptions extends EventListenerOptions {\n  once?: boolean;\n  passive?: boolean;\n}\n\nexport function fromEvent<T>(target: HasEventTargetAddRemove<T> | ArrayLike<HasEventTargetAddRemove<T>>, eventName: string): Observable<T>;\nexport function fromEvent<T, R>(\n  target: HasEventTargetAddRemove<T> | ArrayLike<HasEventTargetAddRemove<T>>,\n  eventName: string,\n  resultSelector: (event: T) => R\n): Observable<R>;\nexport function fromEvent<T>(\n  target: HasEventTargetAddRemove<T> | ArrayLike<HasEventTargetAddRemove<T>>,\n  eventName: string,\n  options: EventListenerOptions\n): Observable<T>;\nexport function fromEvent<T, R>(\n  target: HasEventTargetAddRemove<T> | ArrayLike<HasEventTargetAddRemove<T>>,\n  eventName: string,\n  options: EventListenerOptions,\n  resultSelector: (event: T) => R\n): Observable<R>;\n\nexport function fromEvent(target: NodeStyleEventEmitter | ArrayLike<NodeStyleEventEmitter>, eventName: string): Observable<unknown>;\n/** @deprecated Do not specify explicit type parameters. Signatures with type parameters that cannot be inferred will be removed in v8. */\nexport function fromEvent<T>(target: NodeStyleEventEmitter | ArrayLike<NodeStyleEventEmitter>, eventName: string): Observable<T>;\nexport function fromEvent<R>(\n  target: NodeStyleEventEmitter | ArrayLike<NodeStyleEventEmitter>,\n  eventName: string,\n  resultSelector: (...args: any[]) => R\n): Observable<R>;\n\nexport function fromEvent(\n  target: NodeCompatibleEventEmitter | ArrayLike<NodeCompatibleEventEmitter>,\n  eventName: string\n): Observable<unknown>;\n/** @deprecated Do not specify explicit type parameters. Signatures with type parameters that cannot be inferred will be removed in v8. */\nexport function fromEvent<T>(target: NodeCompatibleEventEmitter | ArrayLike<NodeCompatibleEventEmitter>, eventName: string): Observable<T>;\nexport function fromEvent<R>(\n  target: NodeCompatibleEventEmitter | ArrayLike<NodeCompatibleEventEmitter>,\n  eventName: string,\n  resultSelector: (...args: any[]) => R\n): Observable<R>;\n\nexport function fromEvent<T>(\n  target: JQueryStyleEventEmitter<any, T> | ArrayLike<JQueryStyleEventEmitter<any, T>>,\n  eventName: string\n): Observable<T>;\nexport function fromEvent<T, R>(\n  target: JQueryStyleEventEmitter<any, T> | ArrayLike<JQueryStyleEventEmitter<any, T>>,\n  eventName: string,\n  resultSelector: (value: T, ...args: any[]) => R\n): Observable<R>;\n\n/**\n * Creates an Observable that emits events of a specific type coming from the\n * given event target.\n *\n * <span class=\"informal\">Creates an Observable from DOM events, or Node.js\n * EventEmitter events or others.</span>\n *\n * ![](fromEvent.png)\n *\n * `fromEvent` accepts as a first argument event target, which is an object with methods\n * for registering event handler functions. As a second argument it takes string that indicates\n * type of event we want to listen for. `fromEvent` supports selected types of event targets,\n * which are described in detail below. If your event target does not match any of the ones listed,\n * you should use {@link fromEventPattern}, which can be used on arbitrary APIs.\n * When it comes to APIs supported by `fromEvent`, their methods for adding and removing event\n * handler functions have different names, but they all accept a string describing event type\n * and function itself, which will be called whenever said event happens.\n *\n * Every time resulting Observable is subscribed, event handler function will be registered\n * to event target on given event type. When that event fires, value\n * passed as a first argument to registered function will be emitted by output Observable.\n * When Observable is unsubscribed, function will be unregistered from event target.\n *\n * Note that if event target calls registered function with more than one argument, second\n * and following arguments will not appear in resulting stream. In order to get access to them,\n * you can pass to `fromEvent` optional project function, which will be called with all arguments\n * passed to event handler. Output Observable will then emit value returned by project function,\n * instead of the usual value.\n *\n * Remember that event targets listed below are checked via duck typing. It means that\n * no matter what kind of object you have and no matter what environment you work in,\n * you can safely use `fromEvent` on that object if it exposes described methods (provided\n * of course they behave as was described above). So for example if Node.js library exposes\n * event target which has the same method names as DOM EventTarget, `fromEvent` is still\n * a good choice.\n *\n * If the API you use is more callback then event handler oriented (subscribed\n * callback function fires only once and thus there is no need to manually\n * unregister it), you should use {@link bindCallback} or {@link bindNodeCallback}\n * instead.\n *\n * `fromEvent` supports following types of event targets:\n *\n * **DOM EventTarget**\n *\n * This is an object with `addEventListener` and `removeEventListener` methods.\n *\n * In the browser, `addEventListener` accepts - apart from event type string and event\n * handler function arguments - optional third parameter, which is either an object or boolean,\n * both used for additional configuration how and when passed function will be called. When\n * `fromEvent` is used with event target of that type, you can provide this values\n * as third parameter as well.\n *\n * **Node.js EventEmitter**\n *\n * An object with `addListener` and `removeListener` methods.\n *\n * **JQuery-style event target**\n *\n * An object with `on` and `off` methods\n *\n * **DOM NodeList**\n *\n * List of DOM Nodes, returned for example by `document.querySelectorAll` or `Node.childNodes`.\n *\n * Although this collection is not event target in itself, `fromEvent` will iterate over all Nodes\n * it contains and install event handler function in every of them. When returned Observable\n * is unsubscribed, function will be removed from all Nodes.\n *\n * **DOM HtmlCollection**\n *\n * Just as in case of NodeList it is a collection of DOM nodes. Here as well event handler function is\n * installed and removed in each of elements.\n *\n *\n * ## Examples\n *\n * Emit clicks happening on the DOM document\n *\n * ```ts\n * import { fromEvent } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * clicks.subscribe(x => console.log(x));\n *\n * // Results in:\n * // MouseEvent object logged to console every time a click\n * // occurs on the document.\n * ```\n *\n * Use `addEventListener` with capture option\n *\n * ```ts\n * import { fromEvent } from 'rxjs';\n *\n * const div = document.createElement('div');\n * div.style.cssText = 'width: 200px; height: 200px; background: #09c;';\n * document.body.appendChild(div);\n *\n * // note optional configuration parameter which will be passed to addEventListener\n * const clicksInDocument = fromEvent(document, 'click', { capture: true });\n * const clicksInDiv = fromEvent(div, 'click');\n *\n * clicksInDocument.subscribe(() => console.log('document'));\n * clicksInDiv.subscribe(() => console.log('div'));\n *\n * // By default events bubble UP in DOM tree, so normally\n * // when we would click on div in document\n * // \"div\" would be logged first and then \"document\".\n * // Since we specified optional `capture` option, document\n * // will catch event when it goes DOWN DOM tree, so console\n * // will log \"document\" and then \"div\".\n * ```\n *\n * @see {@link bindCallback}\n * @see {@link bindNodeCallback}\n * @see {@link fromEventPattern}\n *\n * @param {FromEventTarget<T>} target The DOM EventTarget, Node.js\n * EventEmitter, JQuery-like event target, NodeList or HTMLCollection to attach the event handler to.\n * @param {string} eventName The event name of interest, being emitted by the\n * `target`.\n * @param {EventListenerOptions} [options] Options to pass through to addEventListener\n * @return {Observable<T>}\n */\nexport function fromEvent<T>(\n  target: any,\n  eventName: string,\n  options?: EventListenerOptions | ((...args: any[]) => T),\n  resultSelector?: (...args: any[]) => T\n): Observable<T> {\n  if (isFunction(options)) {\n    resultSelector = options;\n    options = undefined;\n  }\n  if (resultSelector) {\n    return fromEvent<T>(target, eventName, options as EventListenerOptions).pipe(mapOneOrManyArgs(resultSelector));\n  }\n\n  // Figure out our add and remove methods. In order to do this,\n  // we are going to analyze the target in a preferred order, if\n  // the target matches a given signature, we take the two \"add\" and \"remove\"\n  // method names and apply them to a map to create opposite versions of the\n  // same function. This is because they all operate in duplicate pairs,\n  // `addListener(name, handler)`, `removeListener(name, handler)`, for example.\n  // The call only differs by method name, as to whether or not you're adding or removing.\n  const [add, remove] =\n    // If it is an EventTarget, we need to use a slightly different method than the other two patterns.\n    isEventTarget(target)\n      ? eventTargetMethods.map((methodName) => (handler: any) => target[methodName](eventName, handler, options as EventListenerOptions))\n      : // In all other cases, the call pattern is identical with the exception of the method names.\n      isNodeStyleEventEmitter(target)\n      ? nodeEventEmitterMethods.map(toCommonHandlerRegistry(target, eventName))\n      : isJQueryStyleEventEmitter(target)\n      ? jqueryMethods.map(toCommonHandlerRegistry(target, eventName))\n      : [];\n\n  // If add is falsy, it's because we didn't match a pattern above.\n  // Check to see if it is an ArrayLike, because if it is, we want to\n  // try to apply fromEvent to all of it's items. We do this check last,\n  // because there are may be some types that are both ArrayLike *and* implement\n  // event registry points, and we'd rather delegate to that when possible.\n  if (!add) {\n    if (isArrayLike(target)) {\n      return mergeMap((subTarget: any) => fromEvent(subTarget, eventName, options as EventListenerOptions))(\n        innerFrom(target)\n      ) as Observable<T>;\n    }\n  }\n\n  // If add is falsy and we made it here, it's because we didn't\n  // match any valid target objects above.\n  if (!add) {\n    throw new TypeError('Invalid event target');\n  }\n\n  return new Observable<T>((subscriber) => {\n    // The handler we are going to register. Forwards the event object, by itself, or\n    // an array of arguments to the event handler, if there is more than one argument,\n    // to the consumer.\n    const handler = (...args: any[]) => subscriber.next(1 < args.length ? args : args[0]);\n    // Do the work of adding the handler to the target.\n    add(handler);\n    // When we finalize, we want to remove the handler and free up memory.\n    return () => remove!(handler);\n  });\n}\n\n/**\n * Used to create `add` and `remove` functions to register and unregister event handlers\n * from a target in the most common handler pattern, where there are only two arguments.\n * (e.g.  `on(name, fn)`, `off(name, fn)`, `addListener(name, fn)`, or `removeListener(name, fn)`)\n * @param target The target we're calling methods on\n * @param eventName The event name for the event we're creating register or unregister functions for\n */\nfunction toCommonHandlerRegistry(target: any, eventName: string) {\n  return (methodName: string) => (handler: any) => target[methodName](eventName, handler);\n}\n\n/**\n * Checks to see if the target implements the required node-style EventEmitter methods\n * for adding and removing event handlers.\n * @param target the object to check\n */\nfunction isNodeStyleEventEmitter(target: any): target is NodeStyleEventEmitter {\n  return isFunction(target.addListener) && isFunction(target.removeListener);\n}\n\n/**\n * Checks to see if the target implements the required jQuery-style EventEmitter methods\n * for adding and removing event handlers.\n * @param target the object to check\n */\nfunction isJQueryStyleEventEmitter(target: any): target is JQueryStyleEventEmitter<any, any> {\n  return isFunction(target.on) && isFunction(target.off);\n}\n\n/**\n * Checks to see if the target implements the required EventTarget methods\n * for adding and removing event handlers.\n * @param target the object to check\n */\nfunction isEventTarget(target: any): target is HasEventTargetAddRemove<any> {\n  return isFunction(target.addEventListener) && isFunction(target.removeEventListener);\n}\n", "import { Observable } from '../Observable';\nimport { isFunction } from '../util/isFunction';\nimport { NodeEventHandler } from './fromEvent';\nimport { mapOneOrManyArgs } from '../util/mapOneOrManyArgs';\n\n/* tslint:disable:max-line-length */\nexport function fromEventPattern<T>(\n  addHandler: (handler: NodeEventHandler) => any,\n  removeHandler?: (handler: NodeEventHandler, signal?: any) => void\n): Observable<T>;\nexport function fromEventPattern<T>(\n  addHandler: (handler: NodeEventHandler) => any,\n  removeHandler?: (handler: NodeEventHandler, signal?: any) => void,\n  resultSelector?: (...args: any[]) => T\n): Observable<T>;\n/* tslint:enable:max-line-length */\n\n/**\n * Creates an Observable from an arbitrary API for registering event handlers.\n *\n * <span class=\"informal\">When that method for adding event handler was something {@link fromEvent}\n * was not prepared for.</span>\n *\n * ![](fromEventPattern.png)\n *\n * `fromEventPattern` allows you to convert into an Observable any API that supports registering handler functions\n * for events. It is similar to {@link fromEvent}, but far\n * more flexible. In fact, all use cases of {@link fromEvent} could be easily handled by\n * `fromEventPattern` (although in slightly more verbose way).\n *\n * This operator accepts as a first argument an `addHandler` function, which will be injected with\n * handler parameter. That handler is actually an event handler function that you now can pass\n * to API expecting it. `addHandler` will be called whenever Observable\n * returned by the operator is subscribed, so registering handler in API will not\n * necessarily happen when `fromEventPattern` is called.\n *\n * After registration, every time an event that we listen to happens,\n * Observable returned by `fromEventPattern` will emit value that event handler\n * function was called with. Note that if event handler was called with more\n * than one argument, second and following arguments will not appear in the Observable.\n *\n * If API you are using allows to unregister event handlers as well, you can pass to `fromEventPattern`\n * another function - `removeHandler` - as a second parameter. It will be injected\n * with the same handler function as before, which now you can use to unregister\n * it from the API. `removeHandler` will be called when consumer of resulting Observable\n * unsubscribes from it.\n *\n * In some APIs unregistering is actually handled differently. Method registering an event handler\n * returns some kind of token, which is later used to identify which function should\n * be unregistered or it itself has method that unregisters event handler.\n * If that is the case with your API, make sure token returned\n * by registering method is returned by `addHandler`. Then it will be passed\n * as a second argument to `removeHandler`, where you will be able to use it.\n *\n * If you need access to all event handler parameters (not only the first one),\n * or you need to transform them in any way, you can call `fromEventPattern` with optional\n * third parameter - project function which will accept all arguments passed to\n * event handler when it is called. Whatever is returned from project function will appear on\n * resulting stream instead of usual event handlers first argument. This means\n * that default project can be thought of as function that takes its first parameter\n * and ignores the rest.\n *\n * ## Examples\n *\n * Emits clicks happening on the DOM document\n *\n * ```ts\n * import { fromEventPattern } from 'rxjs';\n *\n * function addClickHandler(handler) {\n *   document.addEventListener('click', handler);\n * }\n *\n * function removeClickHandler(handler) {\n *   document.removeEventListener('click', handler);\n * }\n *\n * const clicks = fromEventPattern(\n *   addClickHandler,\n *   removeClickHandler\n * );\n * clicks.subscribe(x => console.log(x));\n *\n * // Whenever you click anywhere in the browser, DOM MouseEvent\n * // object will be logged.\n * ```\n *\n * Use with API that returns cancellation token\n *\n * ```ts\n * import { fromEventPattern } from 'rxjs';\n *\n * const token = someAPI.registerEventHandler(function() {});\n * someAPI.unregisterEventHandler(token); // this APIs cancellation method accepts\n *                                        // not handler itself, but special token.\n *\n * const someAPIObservable = fromEventPattern(\n *   function(handler) { return someAPI.registerEventHandler(handler); }, // Note that we return the token here...\n *   function(handler, token) { someAPI.unregisterEventHandler(token); }  // ...to then use it here.\n * );\n * ```\n *\n * Use with project function\n *\n * ```ts\n * import { fromEventPattern } from 'rxjs';\n *\n * someAPI.registerEventHandler((eventType, eventMessage) => {\n *   console.log(eventType, eventMessage); // Logs 'EVENT_TYPE' 'EVENT_MESSAGE' to console.\n * });\n *\n * const someAPIObservable = fromEventPattern(\n *   handler => someAPI.registerEventHandler(handler),\n *   handler => someAPI.unregisterEventHandler(handler)\n *   (eventType, eventMessage) => eventType + ' --- ' + eventMessage // without that function only 'EVENT_TYPE'\n * );                                                                // would be emitted by the Observable\n *\n * someAPIObservable.subscribe(value => console.log(value));\n *\n * // Logs:\n * // 'EVENT_TYPE --- EVENT_MESSAGE'\n * ```\n *\n * @see {@link fromEvent}\n * @see {@link bindCallback}\n * @see {@link bindNodeCallback}\n *\n * @param {function(handler: Function): any} addHandler A function that takes\n * a `handler` function as argument and attaches it somehow to the actual\n * source of events.\n * @param {function(handler: Function, token?: any): void} [removeHandler] A function that\n * takes a `handler` function as an argument and removes it from the event source. If `addHandler`\n * returns some kind of token, `removeHandler` function will have it as a second parameter.\n * @param {function(...args: any): T} [project] A function to\n * transform results. It takes the arguments from the event handler and\n * should return a single value.\n * @return {Observable<T>} Observable which, when an event happens, emits first parameter\n * passed to registered event handler. Alternatively it emits whatever project function returns\n * at that moment.\n */\nexport function fromEventPattern<T>(\n  addHandler: (handler: NodeEventHandler) => any,\n  removeHandler?: (handler: NodeEventHandler, signal?: any) => void,\n  resultSelector?: (...args: any[]) => T\n): Observable<T | T[]> {\n  if (resultSelector) {\n    return fromEventPattern<T>(addHandler, removeHandler).pipe(mapOneOrManyArgs(resultSelector));\n  }\n\n  return new Observable<T | T[]>((subscriber) => {\n    const handler = (...e: T[]) => subscriber.next(e.length === 1 ? e[0] : e);\n    const retValue = addHandler(handler);\n    return isFunction(removeHandler) ? () => removeHandler(handler, retValue) : undefined;\n  });\n}\n", "import { Observable } from '../Observable';\nimport { SchedulerLike } from '../types';\nimport { async as asyncScheduler } from '../scheduler/async';\nimport { isScheduler } from '../util/isScheduler';\nimport { isValidDate } from '../util/isDate';\n\n/**\n * Creates an observable that will wait for a specified time period, or exact date, before\n * emitting the number 0.\n *\n * <span class=\"informal\">Used to emit a notification after a delay.</span>\n *\n * This observable is useful for creating delays in code, or racing against other values\n * for ad-hoc timeouts.\n *\n * The `delay` is specified by default in milliseconds, however providing a custom scheduler could\n * create a different behavior.\n *\n * ## Examples\n *\n * Wait 3 seconds and start another observable\n *\n * You might want to use `timer` to delay subscription to an\n * observable by a set amount of time. Here we use a timer with\n * {@link concatMapTo} or {@link concatMap} in order to wait\n * a few seconds and start a subscription to a source.\n *\n * ```ts\n * import { of, timer, concatMap } from 'rxjs';\n *\n * // This could be any observable\n * const source = of(1, 2, 3);\n *\n * timer(3000)\n *   .pipe(concatMap(() => source))\n *   .subscribe(console.log);\n * ```\n *\n * Take all values until the start of the next minute\n *\n * Using a `Date` as the trigger for the first emission, you can\n * do things like wait until midnight to fire an event, or in this case,\n * wait until a new minute starts (chosen so the example wouldn't take\n * too long to run) in order to stop watching a stream. Leveraging\n * {@link takeUntil}.\n *\n * ```ts\n * import { interval, takeUntil, timer } from 'rxjs';\n *\n * // Build a Date object that marks the\n * // next minute.\n * const currentDate = new Date();\n * const startOfNextMinute = new Date(\n *   currentDate.getFullYear(),\n *   currentDate.getMonth(),\n *   currentDate.getDate(),\n *   currentDate.getHours(),\n *   currentDate.getMinutes() + 1\n * );\n *\n * // This could be any observable stream\n * const source = interval(1000);\n *\n * const result = source.pipe(\n *   takeUntil(timer(startOfNextMinute))\n * );\n *\n * result.subscribe(console.log);\n * ```\n *\n * ### Known Limitations\n *\n * - The {@link asyncScheduler} uses `setTimeout` which has limitations for how far in the future it can be scheduled.\n *\n * - If a `scheduler` is provided that returns a timestamp other than an epoch from `now()`, and\n * a `Date` object is passed to the `dueTime` argument, the calculation for when the first emission\n * should occur will be incorrect. In this case, it would be best to do your own calculations\n * ahead of time, and pass a `number` in as the `dueTime`.\n *\n * @param due If a `number`, the amount of time in milliseconds to wait before emitting.\n * If a `Date`, the exact time at which to emit.\n * @param scheduler The scheduler to use to schedule the delay. Defaults to {@link asyncScheduler}.\n */\nexport function timer(due: number | Date, scheduler?: SchedulerLike): Observable<0>;\n\n/**\n * Creates an observable that starts an interval after a specified delay, emitting incrementing numbers -- starting at `0` --\n * on each interval after words.\n *\n * The `delay` and `intervalDuration` are specified by default in milliseconds, however providing a custom scheduler could\n * create a different behavior.\n *\n * ## Example\n *\n * ### Start an interval that starts right away\n *\n * Since {@link interval} waits for the passed delay before starting,\n * sometimes that's not ideal. You may want to start an interval immediately.\n * `timer` works well for this. Here we have both side-by-side so you can\n * see them in comparison.\n *\n * Note that this observable will never complete.\n *\n * ```ts\n * import { timer, interval } from 'rxjs';\n *\n * timer(0, 1000).subscribe(n => console.log('timer', n));\n * interval(1000).subscribe(n => console.log('interval', n));\n * ```\n *\n * ### Known Limitations\n *\n * - The {@link asyncScheduler} uses `setTimeout` which has limitations for how far in the future it can be scheduled.\n *\n * - If a `scheduler` is provided that returns a timestamp other than an epoch from `now()`, and\n * a `Date` object is passed to the `dueTime` argument, the calculation for when the first emission\n * should occur will be incorrect. In this case, it would be best to do your own calculations\n * ahead of time, and pass a `number` in as the `startDue`.\n * @param startDue If a `number`, is the time to wait before starting the interval.\n * If a `Date`, is the exact time at which to start the interval.\n * @param intervalDuration The delay between each value emitted in the interval. Passing a\n * negative number here will result in immediate completion after the first value is emitted, as though\n * no `intervalDuration` was passed at all.\n * @param scheduler The scheduler to use to schedule the delay. Defaults to {@link asyncScheduler}.\n */\nexport function timer(startDue: number | Date, intervalDuration: number, scheduler?: SchedulerLike): Observable<number>;\n\n/**\n * @deprecated The signature allowing `undefined` to be passed for `intervalDuration` will be removed in v8. Use the `timer(dueTime, scheduler?)` signature instead.\n */\nexport function timer(dueTime: number | Date, unused: undefined, scheduler?: SchedulerLike): Observable<0>;\n\nexport function timer(\n  dueTime: number | Date = 0,\n  intervalOrScheduler?: number | SchedulerLike,\n  scheduler: SchedulerLike = asyncScheduler\n): Observable<number> {\n  // Since negative intervalDuration is treated as though no\n  // interval was specified at all, we start with a negative number.\n  let intervalDuration = -1;\n\n  if (intervalOrScheduler != null) {\n    // If we have a second argument, and it's a scheduler,\n    // override the scheduler we had defaulted. Otherwise,\n    // it must be an interval.\n    if (isScheduler(intervalOrScheduler)) {\n      scheduler = intervalOrScheduler;\n    } else {\n      // Note that this *could* be negative, in which case\n      // it's like not passing an intervalDuration at all.\n      intervalDuration = intervalOrScheduler;\n    }\n  }\n\n  return new Observable((subscriber) => {\n    // If a valid date is passed, calculate how long to wait before\n    // executing the first value... otherwise, if it's a number just schedule\n    // that many milliseconds (or scheduler-specified unit size) in the future.\n    let due = isValidDate(dueTime) ? +dueTime - scheduler!.now() : dueTime;\n\n    if (due < 0) {\n      // Ensure we don't schedule in the future.\n      due = 0;\n    }\n\n    // The incrementing value we emit.\n    let n = 0;\n\n    // Start the timer.\n    return scheduler.schedule(function () {\n      if (!subscriber.closed) {\n        // Emit the next value and increment.\n        subscriber.next(n++);\n\n        if (0 <= intervalDuration) {\n          // If we have a interval after the initial timer,\n          // reschedule with the period.\n          this.schedule(undefined, intervalDuration);\n        } else {\n          // We didn't have an interval. So just complete.\n          subscriber.complete();\n        }\n      }\n    }, due);\n  });\n}\n", "import { Observable } from '../Observable';\nimport { ObservableInput, ObservableInputTuple, SchedulerLike } from '../types';\nimport { mergeAll } from '../operators/mergeAll';\nimport { innerFrom } from './innerFrom';\nimport { EMPTY } from './empty';\nimport { popNumber, popScheduler } from '../util/args';\nimport { from } from './from';\n\nexport function merge<A extends readonly unknown[]>(...sources: [...ObservableInputTuple<A>]): Observable<A[number]>;\nexport function merge<A extends readonly unknown[]>(...sourcesAndConcurrency: [...ObservableInputTuple<A>, number?]): Observable<A[number]>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `mergeAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function merge<A extends readonly unknown[]>(\n  ...sourcesAndScheduler: [...ObservableInputTuple<A>, SchedulerLike?]\n): Observable<A[number]>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `mergeAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function merge<A extends readonly unknown[]>(\n  ...sourcesAndConcurrencyAndScheduler: [...ObservableInputTuple<A>, number?, SchedulerLike?]\n): Observable<A[number]>;\n\n/**\n * Creates an output Observable which concurrently emits all values from every\n * given input Observable.\n *\n * <span class=\"informal\">Flattens multiple Observables together by blending\n * their values into one Observable.</span>\n *\n * ![](merge.png)\n *\n * `merge` subscribes to each given input Observable (as arguments), and simply\n * forwards (without doing any transformation) all the values from all the input\n * Observables to the output Observable. The output Observable only completes\n * once all input Observables have completed. Any error delivered by an input\n * Observable will be immediately emitted on the output Observable.\n *\n * ## Examples\n *\n * Merge together two Observables: 1s interval and clicks\n *\n * ```ts\n * import { merge, fromEvent, interval } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const timer = interval(1000);\n * const clicksOrTimer = merge(clicks, timer);\n * clicksOrTimer.subscribe(x => console.log(x));\n *\n * // Results in the following:\n * // timer will emit ascending values, one every second(1000ms) to console\n * // clicks logs MouseEvents to console every time the \"document\" is clicked\n * // Since the two streams are merged you see these happening\n * // as they occur.\n * ```\n *\n * Merge together 3 Observables, but run only 2 concurrently\n *\n * ```ts\n * import { interval, take, merge } from 'rxjs';\n *\n * const timer1 = interval(1000).pipe(take(10));\n * const timer2 = interval(2000).pipe(take(6));\n * const timer3 = interval(500).pipe(take(10));\n *\n * const concurrent = 2; // the argument\n * const merged = merge(timer1, timer2, timer3, concurrent);\n * merged.subscribe(x => console.log(x));\n *\n * // Results in the following:\n * // - First timer1 and timer2 will run concurrently\n * // - timer1 will emit a value every 1000ms for 10 iterations\n * // - timer2 will emit a value every 2000ms for 6 iterations\n * // - after timer1 hits its max iteration, timer2 will\n * //   continue, and timer3 will start to run concurrently with timer2\n * // - when timer2 hits its max iteration it terminates, and\n * //   timer3 will continue to emit a value every 500ms until it is complete\n * ```\n *\n * @see {@link mergeAll}\n * @see {@link mergeMap}\n * @see {@link mergeMapTo}\n * @see {@link mergeScan}\n *\n * @param {...ObservableInput} observables Input Observables to merge together.\n * @param {number} [concurrent=Infinity] Maximum number of input\n * Observables being subscribed to concurrently.\n * @param {SchedulerLike} [scheduler=null] The {@link SchedulerLike} to use for managing\n * concurrency of input Observables.\n * @return {Observable} an Observable that emits items that are the result of\n * every input Observable.\n */\nexport function merge(...args: (ObservableInput<unknown> | number | SchedulerLike)[]): Observable<unknown> {\n  const scheduler = popScheduler(args);\n  const concurrent = popNumber(args, Infinity);\n  const sources = args as ObservableInput<unknown>[];\n  return !sources.length\n    ? // No source provided\n      EMPTY\n    : sources.length === 1\n    ? // One source? Just return it.\n      innerFrom(sources[0])\n    : // Merge all sources\n      mergeAll(concurrent)(from(sources, scheduler));\n}\n", "import { Observable } from '../Observable';\nimport { noop } from '../util/noop';\n\n/**\n * An Observable that emits no items to the Observer and never completes.\n *\n * ![](never.png)\n *\n * A simple Observable that emits neither values nor errors nor the completion\n * notification. It can be used for testing purposes or for composing with other\n * Observables. Please note that by never emitting a complete notification, this\n * Observable keeps the subscription from being disposed automatically.\n * Subscriptions need to be manually disposed.\n *\n * ##  Example\n *\n * Emit the number 7, then never emit anything else (not even complete)\n *\n * ```ts\n * import { NEVER, startWith } from 'rxjs';\n *\n * const info = () => console.log('Will not be called');\n *\n * const result = NEVER.pipe(startWith(7));\n * result.subscribe({\n *   next: x => console.log(x),\n *   error: info,\n *   complete: info\n * });\n * ```\n *\n * @see {@link Observable}\n * @see {@link EMPTY}\n * @see {@link of}\n * @see {@link throwError}\n */\nexport const NEVER = new Observable<never>(noop);\n\n/**\n * @deprecated Replaced with the {@link NEVER} constant. Will be removed in v8.\n */\nexport function never() {\n  return NEVER;\n}\n", "const { isArray } = Array;\n\n/**\n * Used in operators and functions that accept either a list of arguments, or an array of arguments\n * as a single argument.\n */\nexport function argsOrArgArray<T>(args: (T | T[])[]): T[] {\n  return args.length === 1 && isArray(args[0]) ? args[0] : (args as T[]);\n}\n", "import { OperatorFunction, MonoTypeOperatorFunction, TruthyTypesOf } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/** @deprecated Use a closure instead of a `thisArg`. Signatures accepting a `thisArg` will be removed in v8. */\nexport function filter<T, S extends T, A>(predicate: (this: A, value: T, index: number) => value is S, thisArg: A): OperatorFunction<T, S>;\nexport function filter<T, S extends T>(predicate: (value: T, index: number) => value is S): OperatorFunction<T, S>;\nexport function filter<T>(predicate: BooleanConstructor): OperatorFunction<T, TruthyTypesOf<T>>;\n/** @deprecated Use a closure instead of a `thisArg`. Signatures accepting a `thisArg` will be removed in v8. */\nexport function filter<T, A>(predicate: (this: A, value: T, index: number) => boolean, thisArg: A): MonoTypeOperatorFunction<T>;\nexport function filter<T>(predicate: (value: T, index: number) => boolean): MonoTypeOperatorFunction<T>;\n\n/**\n * Filter items emitted by the source Observable by only emitting those that\n * satisfy a specified predicate.\n *\n * <span class=\"informal\">Like\n * [Array.prototype.filter()](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array/filter),\n * it only emits a value from the source if it passes a criterion function.</span>\n *\n * ![](filter.png)\n *\n * Similar to the well-known `Array.prototype.filter` method, this operator\n * takes values from the source Observable, passes them through a `predicate`\n * function and only emits those values that yielded `true`.\n *\n * ## Example\n *\n * Emit only click events whose target was a DIV element\n *\n * ```ts\n * import { fromEvent, filter } from 'rxjs';\n *\n * const div = document.createElement('div');\n * div.style.cssText = 'width: 200px; height: 200px; background: #09c;';\n * document.body.appendChild(div);\n *\n * const clicks = fromEvent(document, 'click');\n * const clicksOnDivs = clicks.pipe(filter(ev => (<HTMLElement>ev.target).tagName === 'DIV'));\n * clicksOnDivs.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link distinct}\n * @see {@link distinctUntilChanged}\n * @see {@link distinctUntilKeyChanged}\n * @see {@link ignoreElements}\n * @see {@link partition}\n * @see {@link skip}\n *\n * @param predicate A function that\n * evaluates each value emitted by the source Observable. If it returns `true`,\n * the value is emitted, if `false` the value is not passed to the output\n * Observable. The `index` parameter is the number `i` for the i-th source\n * emission that has happened since the subscription, starting from the number\n * `0`.\n * @param thisArg An optional argument to determine the value of `this`\n * in the `predicate` function.\n * @return A function that returns an Observable that emits items from the\n * source Observable that satisfy the specified `predicate`.\n */\nexport function filter<T>(predicate: (value: T, index: number) => boolean, thisArg?: any): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    // An index passed to our predicate function on each call.\n    let index = 0;\n\n    // Subscribe to the source, all errors and completions are\n    // forwarded to the consumer.\n    source.subscribe(\n      // Call the predicate with the appropriate `this` context,\n      // if the predicate returns `true`, then send the value\n      // to the consumer.\n      createOperatorSubscriber(subscriber, (value) => predicate.call(thisArg, value, index++) && subscriber.next(value))\n    );\n  });\n}\n", "import { Observable } from '../Observable';\nimport { ObservableInputTuple } from '../types';\nimport { innerFrom } from './innerFrom';\nimport { argsOrArgArray } from '../util/argsOrArgArray';\nimport { EMPTY } from './empty';\nimport { createOperatorSubscriber } from '../operators/OperatorSubscriber';\nimport { popResultSelector } from '../util/args';\n\nexport function zip<A extends readonly unknown[]>(sources: [...ObservableInputTuple<A>]): Observable<A>;\nexport function zip<A extends readonly unknown[], R>(\n  sources: [...ObservableInputTuple<A>],\n  resultSelector: (...values: A) => R\n): Observable<R>;\nexport function zip<A extends readonly unknown[]>(...sources: [...ObservableInputTuple<A>]): Observable<A>;\nexport function zip<A extends readonly unknown[], R>(\n  ...sourcesAndResultSelector: [...ObservableInputTuple<A>, (...values: A) => R]\n): Observable<R>;\n\n/**\n * Combines multiple Observables to create an Observable whose values are calculated from the values, in order, of each\n * of its input Observables.\n *\n * If the last parameter is a function, this function is used to compute the created value from the input values.\n * Otherwise, an array of the input values is returned.\n *\n * ## Example\n *\n * Combine age and name from different sources\n *\n * ```ts\n * import { of, zip, map } from 'rxjs';\n *\n * const age$ = of(27, 25, 29);\n * const name$ = of('Foo', 'Bar', 'Beer');\n * const isDev$ = of(true, true, false);\n *\n * zip(age$, name$, isDev$).pipe(\n *   map(([age, name, isDev]) => ({ age, name, isDev }))\n * )\n * .subscribe(x => console.log(x));\n *\n * // Outputs\n * // { age: 27, name: 'Foo', isDev: true }\n * // { age: 25, name: 'Bar', isDev: true }\n * // { age: 29, name: 'Beer', isDev: false }\n * ```\n *\n * @param sources\n * @return {Observable<R>}\n */\nexport function zip(...args: unknown[]): Observable<unknown> {\n  const resultSelector = popResultSelector(args);\n\n  const sources = argsOrArgArray(args) as Observable<unknown>[];\n\n  return sources.length\n    ? new Observable<unknown[]>((subscriber) => {\n        // A collection of buffers of values from each source.\n        // Keyed by the same index with which the sources were passed in.\n        let buffers: unknown[][] = sources.map(() => []);\n\n        // An array of flags of whether or not the sources have completed.\n        // This is used to check to see if we should complete the result.\n        // Keyed by the same index with which the sources were passed in.\n        let completed = sources.map(() => false);\n\n        // When everything is done, release the arrays above.\n        subscriber.add(() => {\n          buffers = completed = null!;\n        });\n\n        // Loop over our sources and subscribe to each one. The index `i` is\n        // especially important here, because we use it in closures below to\n        // access the related buffers and completion properties\n        for (let sourceIndex = 0; !subscriber.closed && sourceIndex < sources.length; sourceIndex++) {\n          innerFrom(sources[sourceIndex]).subscribe(\n            createOperatorSubscriber(\n              subscriber,\n              (value) => {\n                buffers[sourceIndex].push(value);\n                // if every buffer has at least one value in it, then we\n                // can shift out the oldest value from each buffer and emit\n                // them as an array.\n                if (buffers.every((buffer) => buffer.length)) {\n                  const result: any = buffers.map((buffer) => buffer.shift()!);\n                  // Emit the array. If theres' a result selector, use that.\n                  subscriber.next(resultSelector ? resultSelector(...result) : result);\n                  // If any one of the sources is both complete and has an empty buffer\n                  // then we complete the result. This is because we cannot possibly have\n                  // any more values to zip together.\n                  if (buffers.some((buffer, i) => !buffer.length && completed[i])) {\n                    subscriber.complete();\n                  }\n                }\n              },\n              () => {\n                // This source completed. Mark it as complete so we can check it later\n                // if we have to.\n                completed[sourceIndex] = true;\n                // But, if this complete source has nothing in its buffer, then we\n                // can complete the result, because we can't possibly have any more\n                // values from this to zip together with the other values.\n                !buffers[sourceIndex].length && subscriber.complete();\n              }\n            )\n          );\n        }\n\n        // When everything is done, release the arrays above.\n        return () => {\n          buffers = completed = null!;\n        };\n      })\n    : EMPTY;\n}\n", "import { Subscriber } from '../Subscriber';\nimport { MonoTypeOperatorFunction, ObservableInput } from '../types';\n\nimport { operate } from '../util/lift';\nimport { innerFrom } from '../observable/innerFrom';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * Ignores source values for a duration determined by another Observable, then\n * emits the most recent value from the source Observable, then repeats this\n * process.\n *\n * <span class=\"informal\">It's like {@link auditTime}, but the silencing\n * duration is determined by a second Observable.</span>\n *\n * ![](audit.svg)\n *\n * `audit` is similar to `throttle`, but emits the last value from the silenced\n * time window, instead of the first value. `audit` emits the most recent value\n * from the source Observable on the output Observable as soon as its internal\n * timer becomes disabled, and ignores source values while the timer is enabled.\n * Initially, the timer is disabled. As soon as the first source value arrives,\n * the timer is enabled by calling the `durationSelector` function with the\n * source value, which returns the \"duration\" Observable. When the duration\n * Observable emits a value, the timer is disabled, then the most\n * recent source value is emitted on the output Observable, and this process\n * repeats for the next source value.\n *\n * ## Example\n *\n * Emit clicks at a rate of at most one click per second\n *\n * ```ts\n * import { fromEvent, audit, interval } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(audit(ev => interval(1000)));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link auditTime}\n * @see {@link debounce}\n * @see {@link delayWhen}\n * @see {@link sample}\n * @see {@link throttle}\n *\n * @param durationSelector A function\n * that receives a value from the source Observable, for computing the silencing\n * duration, returned as an Observable or a Promise.\n * @return A function that returns an Observable that performs rate-limiting of\n * emissions from the source Observable.\n */\nexport function audit<T>(durationSelector: (value: T) => ObservableInput<any>): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    let hasValue = false;\n    let lastValue: T | null = null;\n    let durationSubscriber: Subscriber<any> | null = null;\n    let isComplete = false;\n\n    const endDuration = () => {\n      durationSubscriber?.unsubscribe();\n      durationSubscriber = null;\n      if (hasValue) {\n        hasValue = false;\n        const value = lastValue!;\n        lastValue = null;\n        subscriber.next(value);\n      }\n      isComplete && subscriber.complete();\n    };\n\n    const cleanupDuration = () => {\n      durationSubscriber = null;\n      isComplete && subscriber.complete();\n    };\n\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value) => {\n          hasValue = true;\n          lastValue = value;\n          if (!durationSubscriber) {\n            innerFrom(durationSelector(value)).subscribe(\n              (durationSubscriber = createOperatorSubscriber(subscriber, endDuration, cleanupDuration))\n            );\n          }\n        },\n        () => {\n          isComplete = true;\n          (!hasValue || !durationSubscriber || durationSubscriber.closed) && subscriber.complete();\n        }\n      )\n    );\n  });\n}\n", "import { asyncScheduler } from '../scheduler/async';\nimport { audit } from './audit';\nimport { timer } from '../observable/timer';\nimport { MonoTypeOperatorFunction, SchedulerLike } from '../types';\n\n/**\n * Ignores source values for `duration` milliseconds, then emits the most recent\n * value from the source Observable, then repeats this process.\n *\n * <span class=\"informal\">When it sees a source value, it ignores that plus\n * the next ones for `duration` milliseconds, and then it emits the most recent\n * value from the source.</span>\n *\n * ![](auditTime.png)\n *\n * `auditTime` is similar to `throttleTime`, but emits the last value from the\n * silenced time window, instead of the first value. `auditTime` emits the most\n * recent value from the source Observable on the output Observable as soon as\n * its internal timer becomes disabled, and ignores source values while the\n * timer is enabled. Initially, the timer is disabled. As soon as the first\n * source value arrives, the timer is enabled. After `duration` milliseconds (or\n * the time unit determined internally by the optional `scheduler`) has passed,\n * the timer is disabled, then the most recent source value is emitted on the\n * output Observable, and this process repeats for the next source value.\n * Optionally takes a {@link SchedulerLike} for managing timers.\n *\n * ## Example\n *\n * Emit clicks at a rate of at most one click per second\n *\n * ```ts\n * import { fromEvent, auditTime } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(auditTime(1000));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link audit}\n * @see {@link debounceTime}\n * @see {@link delay}\n * @see {@link sampleTime}\n * @see {@link throttleTime}\n *\n * @param {number} duration Time to wait before emitting the most recent source\n * value, measured in milliseconds or the time unit determined internally\n * by the optional `scheduler`.\n * @param {SchedulerLike} [scheduler=async] The {@link SchedulerLike} to use for\n * managing the timers that handle the rate-limiting behavior.\n * @return A function that returns an Observable that performs rate-limiting of\n * emissions from the source Observable.\n */\nexport function auditTime<T>(duration: number, scheduler: SchedulerLike = asyncScheduler): MonoTypeOperatorFunction<T> {\n  return audit(() => timer(duration, scheduler));\n}\n", "import { OperatorFunction } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { arrRemove } from '../util/arrRemove';\n\n/**\n * Buffers the source Observable values until the size hits the maximum\n * `bufferSize` given.\n *\n * <span class=\"informal\">Collects values from the past as an array, and emits\n * that array only when its size reaches `bufferSize`.</span>\n *\n * ![](bufferCount.png)\n *\n * Buffers a number of values from the source Observable by `bufferSize` then\n * emits the buffer and clears it, and starts a new buffer each\n * `startBufferEvery` values. If `startBufferEvery` is not provided or is\n * `null`, then new buffers are started immediately at the start of the source\n * and when each buffer closes and is emitted.\n *\n * ## Examples\n *\n * Emit the last two click events as an array\n *\n * ```ts\n * import { fromEvent, bufferCount } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const buffered = clicks.pipe(bufferCount(2));\n * buffered.subscribe(x => console.log(x));\n * ```\n *\n * On every click, emit the last two click events as an array\n *\n * ```ts\n * import { fromEvent, bufferCount } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const buffered = clicks.pipe(bufferCount(2, 1));\n * buffered.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link buffer}\n * @see {@link bufferTime}\n * @see {@link bufferToggle}\n * @see {@link bufferWhen}\n * @see {@link pairwise}\n * @see {@link windowCount}\n *\n * @param {number} bufferSize The maximum size of the buffer emitted.\n * @param {number} [startBufferEvery] Interval at which to start a new buffer.\n * For example if `startBufferEvery` is `2`, then a new buffer will be started\n * on every other value from the source. A new buffer is started at the\n * beginning of the source by default.\n * @return A function that returns an Observable of arrays of buffered values.\n */\nexport function bufferCount<T>(bufferSize: number, startBufferEvery: number | null = null): OperatorFunction<T, T[]> {\n  // If no `startBufferEvery` value was supplied, then we're\n  // opening and closing on the bufferSize itself.\n  startBufferEvery = startBufferEvery ?? bufferSize;\n\n  return operate((source, subscriber) => {\n    let buffers: T[][] = [];\n    let count = 0;\n\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value) => {\n          let toEmit: T[][] | null = null;\n\n          // Check to see if we need to start a buffer.\n          // This will start one at the first value, and then\n          // a new one every N after that.\n          if (count++ % startBufferEvery! === 0) {\n            buffers.push([]);\n          }\n\n          // Push our value into our active buffers.\n          for (const buffer of buffers) {\n            buffer.push(value);\n            // Check to see if we're over the bufferSize\n            // if we are, record it so we can emit it later.\n            // If we emitted it now and removed it, it would\n            // mutate the `buffers` array while we're looping\n            // over it.\n            if (bufferSize <= buffer.length) {\n              toEmit = toEmit ?? [];\n              toEmit.push(buffer);\n            }\n          }\n\n          if (toEmit) {\n            // We have found some buffers that are over the\n            // `bufferSize`. Emit them, and remove them from our\n            // buffers list.\n            for (const buffer of toEmit) {\n              arrRemove(buffers, buffer);\n              subscriber.next(buffer);\n            }\n          }\n        },\n        () => {\n          // When the source completes, emit all of our\n          // active buffers.\n          for (const buffer of buffers) {\n            subscriber.next(buffer);\n          }\n          subscriber.complete();\n        },\n        // Pass all errors through to consumer.\n        undefined,\n        () => {\n          // Clean up our memory when we finalize\n          buffers = null!;\n        }\n      )\n    );\n  });\n}\n", "import { Observable } from '../Observable';\n\nimport { ObservableInput, OperatorFunction, ObservedValueOf } from '../types';\nimport { Subscription } from '../Subscription';\nimport { innerFrom } from '../observable/innerFrom';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { operate } from '../util/lift';\n\n/* tslint:disable:max-line-length */\nexport function catchError<T, O extends ObservableInput<any>>(\n  selector: (err: any, caught: Observable<T>) => O\n): OperatorFunction<T, T | ObservedValueOf<O>>;\n/* tslint:enable:max-line-length */\n\n/**\n * Catches errors on the observable to be handled by returning a new observable or throwing an error.\n *\n * <span class=\"informal\">\n * It only listens to the error channel and ignores notifications.\n * Handles errors from the source observable, and maps them to a new observable.\n * The error may also be rethrown, or a new error can be thrown to emit an error from the result.\n * </span>\n *\n * ![](catch.png)\n *\n * This operator handles errors, but forwards along all other events to the resulting observable.\n * If the source observable terminates with an error, it will map that error to a new observable,\n * subscribe to it, and forward all of its events to the resulting observable.\n *\n * ## Examples\n *\n * Continue with a different Observable when there's an error\n *\n * ```ts\n * import { of, map, catchError } from 'rxjs';\n *\n * of(1, 2, 3, 4, 5)\n *   .pipe(\n *     map(n => {\n *       if (n === 4) {\n *         throw 'four!';\n *       }\n *       return n;\n *     }),\n *     catchError(err => of('I', 'II', 'III', 'IV', 'V'))\n *   )\n *   .subscribe(x => console.log(x));\n *   // 1, 2, 3, I, II, III, IV, V\n * ```\n *\n * Retry the caught source Observable again in case of error, similar to `retry()` operator\n *\n * ```ts\n * import { of, map, catchError, take } from 'rxjs';\n *\n * of(1, 2, 3, 4, 5)\n *   .pipe(\n *     map(n => {\n *       if (n === 4) {\n *         throw 'four!';\n *       }\n *       return n;\n *     }),\n *     catchError((err, caught) => caught),\n *     take(30)\n *   )\n *   .subscribe(x => console.log(x));\n *   // 1, 2, 3, 1, 2, 3, ...\n * ```\n *\n * Throw a new error when the source Observable throws an error\n *\n * ```ts\n * import { of, map, catchError } from 'rxjs';\n *\n * of(1, 2, 3, 4, 5)\n *   .pipe(\n *     map(n => {\n *       if (n === 4) {\n *         throw 'four!';\n *       }\n *       return n;\n *     }),\n *     catchError(err => {\n *       throw 'error in source. Details: ' + err;\n *     })\n *   )\n *   .subscribe({\n *     next: x => console.log(x),\n *     error: err => console.log(err)\n *   });\n *   // 1, 2, 3, error in source. Details: four!\n * ```\n *\n * @see {@link onErrorResumeNext}\n * @see {@link repeat}\n * @see {@link repeatWhen}\n * @see {@link retry }\n * @see {@link retryWhen}\n *\n * @param {function} selector a function that takes as arguments `err`, which is the error, and `caught`, which\n * is the source observable, in case you'd like to \"retry\" that observable by returning it again. Whatever observable\n * is returned by the `selector` will be used to continue the observable chain.\n * @return A function that returns an Observable that originates from either\n * the source or the Observable returned by the `selector` function.\n */\nexport function catchError<T, O extends ObservableInput<any>>(\n  selector: (err: any, caught: Observable<T>) => O\n): OperatorFunction<T, T | ObservedValueOf<O>> {\n  return operate((source, subscriber) => {\n    let innerSub: Subscription | null = null;\n    let syncUnsub = false;\n    let handledResult: Observable<ObservedValueOf<O>>;\n\n    innerSub = source.subscribe(\n      createOperatorSubscriber(subscriber, undefined, undefined, (err) => {\n        handledResult = innerFrom(selector(err, catchError(selector)(source)));\n        if (innerSub) {\n          innerSub.unsubscribe();\n          innerSub = null;\n          handledResult.subscribe(subscriber);\n        } else {\n          // We don't have an innerSub yet, that means the error was synchronous\n          // because the subscribe call hasn't returned yet.\n          syncUnsub = true;\n        }\n      })\n    );\n\n    if (syncUnsub) {\n      // We have a synchronous error, we need to make sure to\n      // finalize right away. This ensures that callbacks in the `finalize` operator are called\n      // at the right time, and that finalization occurs at the expected\n      // time between the source error and the subscription to the\n      // next observable.\n      innerSub.unsubscribe();\n      innerSub = null;\n      handledResult!.subscribe(subscriber);\n    }\n  });\n}\n", "import { Observable } from '../Observable';\nimport { Subscriber } from '../Subscriber';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * A basic scan operation. This is used for `scan` and `reduce`.\n * @param accumulator The accumulator to use\n * @param seed The seed value for the state to accumulate\n * @param hasSeed Whether or not a seed was provided\n * @param emitOnNext Whether or not to emit the state on next\n * @param emitBeforeComplete Whether or not to emit the before completion\n */\n\nexport function scanInternals<V, A, S>(\n  accumulator: (acc: V | A | S, value: V, index: number) => A,\n  seed: S,\n  hasSeed: boolean,\n  emitOnNext: boolean,\n  emitBeforeComplete?: undefined | true\n) {\n  return (source: Observable<V>, subscriber: Subscriber<any>) => {\n    // Whether or not we have state yet. This will only be\n    // false before the first value arrives if we didn't get\n    // a seed value.\n    let hasState = hasSeed;\n    // The state that we're tracking, starting with the seed,\n    // if there is one, and then updated by the return value\n    // from the accumulator on each emission.\n    let state: any = seed;\n    // An index to pass to the accumulator function.\n    let index = 0;\n\n    // Subscribe to our source. All errors and completions are passed through.\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value) => {\n          // Always increment the index.\n          const i = index++;\n          // Set the state\n          state = hasState\n            ? // We already have state, so we can get the new state from the accumulator\n              accumulator(state, value, i)\n            : // We didn't have state yet, a seed value was not provided, so\n\n              // we set the state to the first value, and mark that we have state now\n              ((hasState = true), value);\n\n          // Maybe send it to the consumer.\n          emitOnNext && subscriber.next(state);\n        },\n        // If an onComplete was given, call it, otherwise\n        // just pass through the complete notification to the consumer.\n        emitBeforeComplete &&\n          (() => {\n            hasState && subscriber.next(state);\n            subscriber.complete();\n          })\n      )\n    );\n  };\n}\n", "import { combineLatestInit } from '../observable/combineLatest';\nimport { ObservableInput, ObservableInputTuple, OperatorFunction } from '../types';\nimport { operate } from '../util/lift';\nimport { argsOrArgArray } from '../util/argsOrArgArray';\nimport { mapOneOrManyArgs } from '../util/mapOneOrManyArgs';\nimport { pipe } from '../util/pipe';\nimport { popResultSelector } from '../util/args';\n\n/** @deprecated Replaced with {@link combineLatestWith}. Will be removed in v8. */\nexport function combineLatest<T, A extends readonly unknown[], R>(\n  sources: [...ObservableInputTuple<A>],\n  project: (...values: [T, ...A]) => R\n): OperatorFunction<T, R>;\n/** @deprecated Replaced with {@link combineLatestWith}. Will be removed in v8. */\nexport function combineLatest<T, A extends readonly unknown[], R>(sources: [...ObservableInputTuple<A>]): OperatorFunction<T, [T, ...A]>;\n\n/** @deprecated Replaced with {@link combineLatestWith}. Will be removed in v8. */\nexport function combineLatest<T, A extends readonly unknown[], R>(\n  ...sourcesAndProject: [...ObservableInputTuple<A>, (...values: [T, ...A]) => R]\n): OperatorFunction<T, R>;\n/** @deprecated Replaced with {@link combineLatestWith}. Will be removed in v8. */\nexport function combineLatest<T, A extends readonly unknown[], R>(...sources: [...ObservableInputTuple<A>]): OperatorFunction<T, [T, ...A]>;\n\n/**\n * @deprecated Replaced with {@link combineLatestWith}. Will be removed in v8.\n */\nexport function combineLatest<T, R>(...args: (ObservableInput<any> | ((...values: any[]) => R))[]): OperatorFunction<T, unknown> {\n  const resultSelector = popResultSelector(args);\n  return resultSelector\n    ? pipe(combineLatest(...(args as Array<ObservableInput<any>>)), mapOneOrManyArgs(resultSelector))\n    : operate((source, subscriber) => {\n        combineLatestInit([source, ...argsOrArgArray(args)])(subscriber);\n      });\n}\n", "import { ObservableInputTuple, OperatorFunction, Cons } from '../types';\nimport { combineLatest } from './combineLatest';\n\n/**\n * Create an observable that combines the latest values from all passed observables and the source\n * into arrays and emits them.\n *\n * Returns an observable, that when subscribed to, will subscribe to the source observable and all\n * sources provided as arguments. Once all sources emit at least one value, all of the latest values\n * will be emitted as an array. After that, every time any source emits a value, all of the latest values\n * will be emitted as an array.\n *\n * This is a useful operator for eagerly calculating values based off of changed inputs.\n *\n * ## Example\n *\n * Simple concatenation of values from two inputs\n *\n * ```ts\n * import { fromEvent, combineLatestWith, map } from 'rxjs';\n *\n * // Setup: Add two inputs to the page\n * const input1 = document.createElement('input');\n * document.body.appendChild(input1);\n * const input2 = document.createElement('input');\n * document.body.appendChild(input2);\n *\n * // Get streams of changes\n * const input1Changes$ = fromEvent(input1, 'change');\n * const input2Changes$ = fromEvent(input2, 'change');\n *\n * // Combine the changes by adding them together\n * input1Changes$.pipe(\n *   combineLatestWith(input2Changes$),\n *   map(([e1, e2]) => (<HTMLInputElement>e1.target).value + ' - ' + (<HTMLInputElement>e2.target).value)\n * )\n * .subscribe(x => console.log(x));\n * ```\n *\n * @param otherSources the other sources to subscribe to.\n * @return A function that returns an Observable that emits the latest\n * emissions from both source and provided Observables.\n */\nexport function combineLatestWith<T, A extends readonly unknown[]>(\n  ...otherSources: [...ObservableInputTuple<A>]\n): OperatorFunction<T, Cons<T, A>> {\n  return combineLatest(...otherSources);\n}\n", "import { asyncScheduler } from '../scheduler/async';\nimport { Subscription } from '../Subscription';\nimport { MonoTypeOperatorFunction, SchedulerAction, SchedulerLike } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * Emits a notification from the source Observable only after a particular time span\n * has passed without another source emission.\n *\n * <span class=\"informal\">It's like {@link delay}, but passes only the most\n * recent notification from each burst of emissions.</span>\n *\n * ![](debounceTime.png)\n *\n * `debounceTime` delays notifications emitted by the source Observable, but drops\n * previous pending delayed emissions if a new notification arrives on the source\n * Observable. This operator keeps track of the most recent notification from the\n * source Observable, and emits that only when `dueTime` has passed\n * without any other notification appearing on the source Observable. If a new value\n * appears before `dueTime` silence occurs, the previous notification will be dropped\n * and will not be emitted and a new `dueTime` is scheduled.\n * If the completing event happens during `dueTime` the last cached notification\n * is emitted before the completion event is forwarded to the output observable.\n * If the error event happens during `dueTime` or after it only the error event is\n * forwarded to the output observable. The cache notification is not emitted in this case.\n *\n * This is a rate-limiting operator, because it is impossible for more than one\n * notification to be emitted in any time window of duration `dueTime`, but it is also\n * a delay-like operator since output emissions do not occur at the same time as\n * they did on the source Observable. Optionally takes a {@link SchedulerLike} for\n * managing timers.\n *\n * ## Example\n *\n * Emit the most recent click after a burst of clicks\n *\n * ```ts\n * import { fromEvent, debounceTime } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(debounceTime(1000));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link audit}\n * @see {@link auditTime}\n * @see {@link debounce}\n * @see {@link sample}\n * @see {@link sampleTime}\n * @see {@link throttle}\n * @see {@link throttleTime}\n *\n * @param {number} dueTime The timeout duration in milliseconds (or the time\n * unit determined internally by the optional `scheduler`) for the window of\n * time required to wait for emission silence before emitting the most recent\n * source value.\n * @param {SchedulerLike} [scheduler=async] The {@link SchedulerLike} to use for\n * managing the timers that handle the timeout for each value.\n * @return A function that returns an Observable that delays the emissions of\n * the source Observable by the specified `dueTime`, and may drop some values\n * if they occur too frequently.\n */\nexport function debounceTime<T>(dueTime: number, scheduler: SchedulerLike = asyncScheduler): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    let activeTask: Subscription | null = null;\n    let lastValue: T | null = null;\n    let lastTime: number | null = null;\n\n    const emit = () => {\n      if (activeTask) {\n        // We have a value! Free up memory first, then emit the value.\n        activeTask.unsubscribe();\n        activeTask = null;\n        const value = lastValue!;\n        lastValue = null;\n        subscriber.next(value);\n      }\n    };\n    function emitWhenIdle(this: SchedulerAction<unknown>) {\n      // This is called `dueTime` after the first value\n      // but we might have received new values during this window!\n\n      const targetTime = lastTime! + dueTime;\n      const now = scheduler.now();\n      if (now < targetTime) {\n        // On that case, re-schedule to the new target\n        activeTask = this.schedule(undefined, targetTime - now);\n        subscriber.add(activeTask);\n        return;\n      }\n\n      emit();\n    }\n\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value: T) => {\n          lastValue = value;\n          lastTime = scheduler.now();\n\n          // Only set up a task if it's not already up\n          if (!activeTask) {\n            activeTask = scheduler.schedule(emitWhenIdle, dueTime);\n            subscriber.add(activeTask);\n          }\n        },\n        () => {\n          // Source completed.\n          // Emit any pending debounced values then complete\n          emit();\n          subscriber.complete();\n        },\n        // Pass all errors through to consumer.\n        undefined,\n        () => {\n          // Finalization.\n          lastValue = activeTask = null;\n        }\n      )\n    );\n  });\n}\n", "import { OperatorFunction } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * Emits a given value if the source Observable completes without emitting any\n * `next` value, otherwise mirrors the source Observable.\n *\n * <span class=\"informal\">If the source Observable turns out to be empty, then\n * this operator will emit a default value.</span>\n *\n * ![](defaultIfEmpty.png)\n *\n * `defaultIfEmpty` emits the values emitted by the source Observable or a\n * specified default value if the source Observable is empty (completes without\n * having emitted any `next` value).\n *\n * ## Example\n *\n * If no clicks happen in 5 seconds, then emit 'no clicks'\n *\n * ```ts\n * import { fromEvent, takeUntil, interval, defaultIfEmpty } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const clicksBeforeFive = clicks.pipe(takeUntil(interval(5000)));\n * const result = clicksBeforeFive.pipe(defaultIfEmpty('no clicks'));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link empty}\n * @see {@link last}\n *\n * @param defaultValue The default value used if the source\n * Observable is empty.\n * @return A function that returns an Observable that emits either the\n * specified `defaultValue` if the source Observable emits no items, or the\n * values emitted by the source Observable.\n */\nexport function defaultIfEmpty<T, R>(defaultValue: R): OperatorFunction<T, T | R> {\n  return operate((source, subscriber) => {\n    let hasValue = false;\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value) => {\n          hasValue = true;\n          subscriber.next(value);\n        },\n        () => {\n          if (!hasValue) {\n            subscriber.next(defaultValue!);\n          }\n          subscriber.complete();\n        }\n      )\n    );\n  });\n}\n", "import { MonoTypeOperatorFunction } from '../types';\nimport { EMPTY } from '../observable/empty';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * Emits only the first `count` values emitted by the source Observable.\n *\n * <span class=\"informal\">Takes the first `count` values from the source, then\n * completes.</span>\n *\n * ![](take.png)\n *\n * `take` returns an Observable that emits only the first `count` values emitted\n * by the source Observable. If the source emits fewer than `count` values then\n * all of its values are emitted. After that, it completes, regardless if the\n * source completes.\n *\n * ## Example\n *\n * Take the first 5 seconds of an infinite 1-second interval Observable\n *\n * ```ts\n * import { interval, take } from 'rxjs';\n *\n * const intervalCount = interval(1000);\n * const takeFive = intervalCount.pipe(take(5));\n * takeFive.subscribe(x => console.log(x));\n *\n * // Logs:\n * // 0\n * // 1\n * // 2\n * // 3\n * // 4\n * ```\n *\n * @see {@link takeLast}\n * @see {@link takeUntil}\n * @see {@link takeWhile}\n * @see {@link skip}\n *\n * @param count The maximum number of `next` values to emit.\n * @return A function that returns an Observable that emits only the first\n * `count` values emitted by the source Observable, or all of the values from\n * the source if the source emits fewer than `count` values.\n */\nexport function take<T>(count: number): MonoTypeOperatorFunction<T> {\n  return count <= 0\n    ? // If we are taking no values, that's empty.\n      () => EMPTY\n    : operate((source, subscriber) => {\n        let seen = 0;\n        source.subscribe(\n          createOperatorSubscriber(subscriber, (value) => {\n            // Increment the number of values we have seen,\n            // then check it against the allowed count to see\n            // if we are still letting values through.\n            if (++seen <= count) {\n              subscriber.next(value);\n              // If we have met or passed our allowed count,\n              // we need to complete. We have to do <= here,\n              // because re-entrant code will increment `seen` twice.\n              if (count <= seen) {\n                subscriber.complete();\n              }\n            }\n          })\n        );\n      });\n}\n", "import { OperatorFunction } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { noop } from '../util/noop';\n\n/**\n * Ignores all items emitted by the source Observable and only passes calls of `complete` or `error`.\n *\n * ![](ignoreElements.png)\n *\n * The `ignoreElements` operator suppresses all items emitted by the source Observable,\n * but allows its termination notification (either `error` or `complete`) to pass through unchanged.\n *\n * If you do not care about the items being emitted by an Observable, but you do want to be notified\n * when it completes or when it terminates with an error, you can apply the `ignoreElements` operator\n * to the Observable, which will ensure that it will never call its observers\u2019 `next` handlers.\n *\n * ## Example\n *\n * Ignore all `next` emissions from the source\n *\n * ```ts\n * import { of, ignoreElements } from 'rxjs';\n *\n * of('you', 'talking', 'to', 'me')\n *   .pipe(ignoreElements())\n *   .subscribe({\n *     next: word => console.log(word),\n *     error: err => console.log('error:', err),\n *     complete: () => console.log('the end'),\n *   });\n *\n * // result:\n * // 'the end'\n * ```\n *\n * @return A function that returns an empty Observable that only calls\n * `complete` or `error`, based on which one is called by the source\n * Observable.\n */\nexport function ignoreElements(): OperatorFunction<unknown, never> {\n  return operate((source, subscriber) => {\n    source.subscribe(createOperatorSubscriber(subscriber, noop));\n  });\n}\n", "import { OperatorFunction } from '../types';\nimport { map } from './map';\n\n/** @deprecated To be removed in v9. Use {@link map} instead: `map(() => value)`. */\nexport function mapTo<R>(value: R): OperatorFunction<unknown, R>;\n/**\n * @deprecated Do not specify explicit type parameters. Signatures with type parameters\n * that cannot be inferred will be removed in v8. `mapTo` itself will be removed in v9,\n * use {@link map} instead: `map(() => value)`.\n * */\nexport function mapTo<T, R>(value: R): OperatorFunction<T, R>;\n\n/**\n * Emits the given constant value on the output Observable every time the source\n * Observable emits a value.\n *\n * <span class=\"informal\">Like {@link map}, but it maps every source value to\n * the same output value every time.</span>\n *\n * ![](mapTo.png)\n *\n * Takes a constant `value` as argument, and emits that whenever the source\n * Observable emits a value. In other words, ignores the actual source value,\n * and simply uses the emission moment to know when to emit the given `value`.\n *\n * ## Example\n *\n * Map every click to the string `'Hi'`\n *\n * ```ts\n * import { fromEvent, mapTo } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const greetings = clicks.pipe(mapTo('Hi'));\n *\n * greetings.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link map}\n *\n * @param value The value to map each source value to.\n * @return A function that returns an Observable that emits the given `value`\n * every time the source Observable emits.\n * @deprecated To be removed in v9. Use {@link map} instead: `map(() => value)`.\n */\nexport function mapTo<R>(value: R): OperatorFunction<unknown, R> {\n  return map(() => value);\n}\n", "import { Observable } from '../Observable';\nimport { MonoTypeOperatorFunction, ObservableInput } from '../types';\nimport { concat } from '../observable/concat';\nimport { take } from './take';\nimport { ignoreElements } from './ignoreElements';\nimport { mapTo } from './mapTo';\nimport { mergeMap } from './mergeMap';\nimport { innerFrom } from '../observable/innerFrom';\n\n/** @deprecated The `subscriptionDelay` parameter will be removed in v8. */\nexport function delayWhen<T>(\n  delayDurationSelector: (value: T, index: number) => ObservableInput<any>,\n  subscriptionDelay: Observable<any>\n): MonoTypeOperatorFunction<T>;\nexport function delayWhen<T>(delayDurationSelector: (value: T, index: number) => ObservableInput<any>): MonoTypeOperatorFunction<T>;\n\n/**\n * Delays the emission of items from the source Observable by a given time span\n * determined by the emissions of another Observable.\n *\n * <span class=\"informal\">It's like {@link delay}, but the time span of the\n * delay duration is determined by a second Observable.</span>\n *\n * ![](delayWhen.png)\n *\n * `delayWhen` operator shifts each emitted value from the source Observable by\n * a time span determined by another Observable. When the source emits a value,\n * the `delayDurationSelector` function is called with the value emitted from\n * the source Observable as the first argument to the `delayDurationSelector`.\n * The `delayDurationSelector` function should return an {@link ObservableInput},\n * that is internally converted to an Observable that is called the \"duration\"\n * Observable.\n *\n * The source value is emitted on the output Observable only when the \"duration\"\n * Observable emits ({@link guide/glossary-and-semantics#next next}s) any value.\n * Upon that, the \"duration\" Observable gets unsubscribed.\n *\n * Before RxJS V7, the {@link guide/glossary-and-semantics#complete completion}\n * of the \"duration\" Observable would have been triggering the emission of the\n * source value to the output Observable, but with RxJS V7, this is not the case\n * anymore.\n *\n * Only next notifications (from the \"duration\" Observable) trigger values from\n * the source Observable to be passed to the output Observable. If the \"duration\"\n * Observable only emits the complete notification (without next), the value\n * emitted by the source Observable will never get to the output Observable - it\n * will be swallowed. If the \"duration\" Observable errors, the error will be\n * propagated to the output Observable.\n *\n * Optionally, `delayWhen` takes a second argument, `subscriptionDelay`, which\n * is an Observable. When `subscriptionDelay` emits its first value or\n * completes, the source Observable is subscribed to and starts behaving like\n * described in the previous paragraph. If `subscriptionDelay` is not provided,\n * `delayWhen` will subscribe to the source Observable as soon as the output\n * Observable is subscribed.\n *\n * ## Example\n *\n * Delay each click by a random amount of time, between 0 and 5 seconds\n *\n * ```ts\n * import { fromEvent, delayWhen, interval } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const delayedClicks = clicks.pipe(\n *   delayWhen(() => interval(Math.random() * 5000))\n * );\n * delayedClicks.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link delay}\n * @see {@link throttle}\n * @see {@link throttleTime}\n * @see {@link debounce}\n * @see {@link debounceTime}\n * @see {@link sample}\n * @see {@link sampleTime}\n * @see {@link audit}\n * @see {@link auditTime}\n *\n * @param delayDurationSelector A function that returns an `ObservableInput` for\n * each `value` emitted by the source Observable, which is then used to delay the\n * emission of that `value` on the output Observable until the `ObservableInput`\n * returned from this function emits a next value. When called, beside `value`,\n * this function receives a zero-based `index` of the emission order.\n * @param subscriptionDelay An Observable that triggers the subscription to the\n * source Observable once it emits any value.\n * @return A function that returns an Observable that delays the emissions of\n * the source Observable by an amount of time specified by the Observable\n * returned by `delayDurationSelector`.\n */\nexport function delayWhen<T>(\n  delayDurationSelector: (value: T, index: number) => ObservableInput<any>,\n  subscriptionDelay?: Observable<any>\n): MonoTypeOperatorFunction<T> {\n  if (subscriptionDelay) {\n    // DEPRECATED PATH\n    return (source: Observable<T>) =>\n      concat(subscriptionDelay.pipe(take(1), ignoreElements()), source.pipe(delayWhen(delayDurationSelector)));\n  }\n\n  return mergeMap((value, index) => innerFrom(delayDurationSelector(value, index)).pipe(take(1), mapTo(value)));\n}\n", "import { asyncScheduler } from '../scheduler/async';\nimport { MonoTypeOperatorFunction, SchedulerLike } from '../types';\nimport { delayWhen } from './delayWhen';\nimport { timer } from '../observable/timer';\n\n/**\n * Delays the emission of items from the source Observable by a given timeout or\n * until a given Date.\n *\n * <span class=\"informal\">Time shifts each item by some specified amount of\n * milliseconds.</span>\n *\n * ![](delay.svg)\n *\n * If the delay argument is a Number, this operator time shifts the source\n * Observable by that amount of time expressed in milliseconds. The relative\n * time intervals between the values are preserved.\n *\n * If the delay argument is a Date, this operator time shifts the start of the\n * Observable execution until the given date occurs.\n *\n * ## Examples\n *\n * Delay each click by one second\n *\n * ```ts\n * import { fromEvent, delay } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const delayedClicks = clicks.pipe(delay(1000)); // each click emitted after 1 second\n * delayedClicks.subscribe(x => console.log(x));\n * ```\n *\n * Delay all clicks until a future date happens\n *\n * ```ts\n * import { fromEvent, delay } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const date = new Date('March 15, 2050 12:00:00'); // in the future\n * const delayedClicks = clicks.pipe(delay(date)); // click emitted only after that date\n * delayedClicks.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link delayWhen}\n * @see {@link throttle}\n * @see {@link throttleTime}\n * @see {@link debounce}\n * @see {@link debounceTime}\n * @see {@link sample}\n * @see {@link sampleTime}\n * @see {@link audit}\n * @see {@link auditTime}\n *\n * @param {number|Date} due The delay duration in milliseconds (a `number`) or\n * a `Date` until which the emission of the source items is delayed.\n * @param {SchedulerLike} [scheduler=async] The {@link SchedulerLike} to use for\n * managing the timers that handle the time-shift for each item.\n * @return A function that returns an Observable that delays the emissions of\n * the source Observable by the specified timeout or Date.\n */\nexport function delay<T>(due: number | Date, scheduler: SchedulerLike = asyncScheduler): MonoTypeOperatorFunction<T> {\n  const duration = timer(due, scheduler);\n  return delayWhen(() => duration);\n}\n", "import { MonoTypeOperatorFunction } from '../types';\nimport { identity } from '../util/identity';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\nexport function distinctUntilChanged<T>(comparator?: (previous: T, current: T) => boolean): MonoTypeOperatorFunction<T>;\nexport function distinctUntilChanged<T, K>(\n  comparator: (previous: K, current: K) => boolean,\n  keySelector: (value: T) => K\n): MonoTypeOperatorFunction<T>;\n\n/**\n * Returns a result {@link Observable} that emits all values pushed by the source observable if they\n * are distinct in comparison to the last value the result observable emitted.\n *\n * When provided without parameters or with the first parameter (`{@link distinctUntilChanged#comparator comparator}`),\n * it behaves like this:\n *\n * 1. It will always emit the first value from the source.\n * 2. For all subsequent values pushed by the source, they will be compared to the previously emitted values\n *    using the provided `comparator` or an `===` equality check.\n * 3. If the value pushed by the source is determined to be unequal by this check, that value is emitted and\n *    becomes the new \"previously emitted value\" internally.\n *\n * When the second parameter (`{@link distinctUntilChanged#keySelector keySelector}`) is provided, the behavior\n * changes:\n *\n * 1. It will always emit the first value from the source.\n * 2. The `keySelector` will be run against all values, including the first value.\n * 3. For all values after the first, the selected key will be compared against the key selected from\n *    the previously emitted value using the `comparator`.\n * 4. If the keys are determined to be unequal by this check, the value (not the key), is emitted\n *    and the selected key from that value is saved for future comparisons against other keys.\n *\n * ## Examples\n *\n * A very basic example with no `{@link distinctUntilChanged#comparator comparator}`. Note that `1` is emitted more than once,\n * because it's distinct in comparison to the _previously emitted_ value,\n * not in comparison to _all other emitted values_.\n *\n * ```ts\n * import { of, distinctUntilChanged } from 'rxjs';\n *\n * of(1, 1, 1, 2, 2, 2, 1, 1, 3, 3)\n *   .pipe(distinctUntilChanged())\n *   .subscribe(console.log);\n * // Logs: 1, 2, 1, 3\n * ```\n *\n * With a `{@link distinctUntilChanged#comparator comparator}`, you can do custom comparisons. Let's say\n * you only want to emit a value when all of its components have\n * changed:\n *\n * ```ts\n * import { of, distinctUntilChanged } from 'rxjs';\n *\n * const totallyDifferentBuilds$ = of(\n *   { engineVersion: '1.1.0', transmissionVersion: '1.2.0' },\n *   { engineVersion: '1.1.0', transmissionVersion: '1.4.0' },\n *   { engineVersion: '1.3.0', transmissionVersion: '1.4.0' },\n *   { engineVersion: '1.3.0', transmissionVersion: '1.5.0' },\n *   { engineVersion: '2.0.0', transmissionVersion: '1.5.0' }\n * ).pipe(\n *   distinctUntilChanged((prev, curr) => {\n *     return (\n *       prev.engineVersion === curr.engineVersion ||\n *       prev.transmissionVersion === curr.transmissionVersion\n *     );\n *   })\n * );\n *\n * totallyDifferentBuilds$.subscribe(console.log);\n *\n * // Logs:\n * // { engineVersion: '1.1.0', transmissionVersion: '1.2.0' }\n * // { engineVersion: '1.3.0', transmissionVersion: '1.4.0' }\n * // { engineVersion: '2.0.0', transmissionVersion: '1.5.0' }\n * ```\n *\n * You can also provide a custom `{@link distinctUntilChanged#comparator comparator}` to check that emitted\n * changes are only in one direction. Let's say you only want to get\n * the next record temperature:\n *\n * ```ts\n * import { of, distinctUntilChanged } from 'rxjs';\n *\n * const temps$ = of(30, 31, 20, 34, 33, 29, 35, 20);\n *\n * const recordHighs$ = temps$.pipe(\n *   distinctUntilChanged((prevHigh, temp) => {\n *     // If the current temp is less than\n *     // or the same as the previous record,\n *     // the record hasn't changed.\n *     return temp <= prevHigh;\n *   })\n * );\n *\n * recordHighs$.subscribe(console.log);\n * // Logs: 30, 31, 34, 35\n * ```\n *\n * Selecting update events only when the `updatedBy` field shows\n * the account changed hands.\n *\n * ```ts\n * import { of, distinctUntilChanged } from 'rxjs';\n *\n * // A stream of updates to a given account\n * const accountUpdates$ = of(\n *   { updatedBy: 'blesh', data: [] },\n *   { updatedBy: 'blesh', data: [] },\n *   { updatedBy: 'ncjamieson', data: [] },\n *   { updatedBy: 'ncjamieson', data: [] },\n *   { updatedBy: 'blesh', data: [] }\n * );\n *\n * // We only want the events where it changed hands\n * const changedHands$ = accountUpdates$.pipe(\n *   distinctUntilChanged(undefined, update => update.updatedBy)\n * );\n *\n * changedHands$.subscribe(console.log);\n * // Logs:\n * // { updatedBy: 'blesh', data: Array[0] }\n * // { updatedBy: 'ncjamieson', data: Array[0] }\n * // { updatedBy: 'blesh', data: Array[0] }\n * ```\n *\n * @see {@link distinct}\n * @see {@link distinctUntilKeyChanged}\n *\n * @param comparator A function used to compare the previous and current keys for\n * equality. Defaults to a `===` check.\n * @param keySelector Used to select a key value to be passed to the `comparator`.\n *\n * @return A function that returns an Observable that emits items from the\n * source Observable with distinct values.\n */\nexport function distinctUntilChanged<T, K>(\n  comparator?: (previous: K, current: K) => boolean,\n  keySelector: (value: T) => K = identity as (value: T) => K\n): MonoTypeOperatorFunction<T> {\n  // We've been allowing `null` do be passed as the `compare`, so we can't do\n  // a default value for the parameter, because that will only work\n  // for `undefined`.\n  comparator = comparator ?? defaultCompare;\n\n  return operate((source, subscriber) => {\n    // The previous key, used to compare against keys selected\n    // from new arrivals to determine \"distinctiveness\".\n    let previousKey: K;\n    // Whether or not this is the first value we've gotten.\n    let first = true;\n\n    source.subscribe(\n      createOperatorSubscriber(subscriber, (value) => {\n        // We always call the key selector.\n        const currentKey = keySelector(value);\n\n        // If it's the first value, we always emit it.\n        // Otherwise, we compare this key to the previous key, and\n        // if the comparer returns false, we emit.\n        if (first || !comparator!(previousKey, currentKey)) {\n          // Update our state *before* we emit the value\n          // as emission can be the source of re-entrant code\n          // in functional libraries like this. We only really\n          // need to do this if it's the first value, or if the\n          // key we're tracking in previous needs to change.\n          first = false;\n          previousKey = currentKey;\n\n          // Emit the value!\n          subscriber.next(value);\n        }\n      })\n    );\n  });\n}\n\nfunction defaultCompare(a: any, b: any) {\n  return a === b;\n}\n", "import { distinctUntilChanged } from './distinctUntilChanged';\nimport { MonoTypeOperatorFunction } from '../types';\n\n/* tslint:disable:max-line-length */\nexport function distinctUntilKeyChanged<T>(key: keyof T): MonoTypeOperatorFunction<T>;\nexport function distinctUntilKeyChanged<T, K extends keyof T>(key: K, compare: (x: T[K], y: T[K]) => boolean): MonoTypeOperatorFunction<T>;\n/* tslint:enable:max-line-length */\n\n/**\n * Returns an Observable that emits all items emitted by the source Observable that are distinct by comparison from the previous item,\n * using a property accessed by using the key provided to check if the two items are distinct.\n *\n * If a comparator function is provided, then it will be called for each item to test for whether or not that value should be emitted.\n *\n * If a comparator function is not provided, an equality check is used by default.\n *\n * ## Examples\n *\n * An example comparing the name of persons\n *\n * ```ts\n * import { of, distinctUntilKeyChanged } from 'rxjs';\n *\n * of(\n *   { age: 4, name: 'Foo' },\n *   { age: 7, name: 'Bar' },\n *   { age: 5, name: 'Foo' },\n *   { age: 6, name: 'Foo' }\n * ).pipe(\n *   distinctUntilKeyChanged('name')\n * )\n * .subscribe(x => console.log(x));\n *\n * // displays:\n * // { age: 4, name: 'Foo' }\n * // { age: 7, name: 'Bar' }\n * // { age: 5, name: 'Foo' }\n * ```\n *\n * An example comparing the first letters of the name\n *\n * ```ts\n * import { of, distinctUntilKeyChanged } from 'rxjs';\n *\n * of(\n *   { age: 4, name: 'Foo1' },\n *   { age: 7, name: 'Bar' },\n *   { age: 5, name: 'Foo2' },\n *   { age: 6, name: 'Foo3' }\n * ).pipe(\n *   distinctUntilKeyChanged('name', (x, y) => x.substring(0, 3) === y.substring(0, 3))\n * )\n * .subscribe(x => console.log(x));\n *\n * // displays:\n * // { age: 4, name: 'Foo1' }\n * // { age: 7, name: 'Bar' }\n * // { age: 5, name: 'Foo2' }\n * ```\n *\n * @see {@link distinct}\n * @see {@link distinctUntilChanged}\n *\n * @param {string} key String key for object property lookup on each item.\n * @param {function} [compare] Optional comparison function called to test if an item is distinct from the previous item in the source.\n * @return A function that returns an Observable that emits items from the\n * source Observable with distinct values based on the key specified.\n */\nexport function distinctUntilKeyChanged<T, K extends keyof T>(key: K, compare?: (x: T[K], y: T[K]) => boolean): MonoTypeOperatorFunction<T> {\n  return distinctUntilChanged((x: T, y: T) => compare ? compare(x[key], y[key]) : x[key] === y[key]);\n}\n", "import { EmptyError } from '../util/EmptyError';\nimport { MonoTypeOperatorFunction } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/**\n * If the source observable completes without emitting a value, it will emit\n * an error. The error will be created at that time by the optional\n * `errorFactory` argument, otherwise, the error will be {@link EmptyError}.\n *\n * ![](throwIfEmpty.png)\n *\n * ## Example\n *\n * Throw an error if the document wasn't clicked within 1 second\n *\n * ```ts\n * import { fromEvent, takeUntil, timer, throwIfEmpty } from 'rxjs';\n *\n * const click$ = fromEvent(document, 'click');\n *\n * click$.pipe(\n *   takeUntil(timer(1000)),\n *   throwIfEmpty(() => new Error('The document was not clicked within 1 second'))\n * )\n * .subscribe({\n *   next() {\n *    console.log('The document was clicked');\n *   },\n *   error(err) {\n *     console.error(err.message);\n *   }\n * });\n * ```\n *\n * @param errorFactory A factory function called to produce the\n * error to be thrown when the source observable completes without emitting a\n * value.\n * @return A function that returns an Observable that throws an error if the\n * source Observable completed without emitting.\n */\nexport function throwIfEmpty<T>(errorFactory: () => any = defaultErrorFactory): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    let hasValue = false;\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value) => {\n          hasValue = true;\n          subscriber.next(value);\n        },\n        () => (hasValue ? subscriber.complete() : subscriber.error(errorFactory()))\n      )\n    );\n  });\n}\n\nfunction defaultErrorFactory() {\n  return new EmptyError();\n}\n", "/** prettier */\nimport { Observable } from '../Observable';\nimport { concat } from '../observable/concat';\nimport { of } from '../observable/of';\nimport { MonoTypeOperatorFunction, SchedulerLike, OperatorFunction, ValueFromArray } from '../types';\n\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `concatAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function endWith<T>(scheduler: SchedulerLike): MonoTypeOperatorFunction<T>;\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `concatAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function endWith<T, A extends unknown[] = T[]>(\n  ...valuesAndScheduler: [...A, SchedulerLike]\n): OperatorFunction<T, T | ValueFromArray<A>>;\n\nexport function endWith<T, A extends unknown[] = T[]>(...values: A): OperatorFunction<T, T | ValueFromArray<A>>;\n\n/**\n * Returns an observable that will emit all values from the source, then synchronously emit\n * the provided value(s) immediately after the source completes.\n *\n * NOTE: Passing a last argument of a Scheduler is _deprecated_, and may result in incorrect\n * types in TypeScript.\n *\n * This is useful for knowing when an observable ends. Particularly when paired with an\n * operator like {@link takeUntil}\n *\n * ![](endWith.png)\n *\n * ## Example\n *\n * Emit values to know when an interval starts and stops. The interval will\n * stop when a user clicks anywhere on the document.\n *\n * ```ts\n * import { interval, map, fromEvent, startWith, takeUntil, endWith } from 'rxjs';\n *\n * const ticker$ = interval(5000).pipe(\n *   map(() => 'tick')\n * );\n *\n * const documentClicks$ = fromEvent(document, 'click');\n *\n * ticker$.pipe(\n *   startWith('interval started'),\n *   takeUntil(documentClicks$),\n *   endWith('interval ended by click')\n * )\n * .subscribe(x => console.log(x));\n *\n * // Result (assuming a user clicks after 15 seconds)\n * // 'interval started'\n * // 'tick'\n * // 'tick'\n * // 'tick'\n * // 'interval ended by click'\n * ```\n *\n * @see {@link startWith}\n * @see {@link concat}\n * @see {@link takeUntil}\n *\n * @param values Items you want the modified Observable to emit last.\n * @return A function that returns an Observable that emits all values from the\n * source, then synchronously emits the provided value(s) immediately after the\n * source completes.\n */\nexport function endWith<T>(...values: Array<T | SchedulerLike>): MonoTypeOperatorFunction<T> {\n  return (source: Observable<T>) => concat(source, of(...values)) as Observable<T>;\n}\n", "import { MonoTypeOperatorFunction } from '../types';\nimport { operate } from '../util/lift';\n\n/**\n * Returns an Observable that mirrors the source Observable, but will call a specified function when\n * the source terminates on complete or error.\n * The specified function will also be called when the subscriber explicitly unsubscribes.\n *\n * ## Examples\n *\n * Execute callback function when the observable completes\n *\n * ```ts\n * import { interval, take, finalize } from 'rxjs';\n *\n * // emit value in sequence every 1 second\n * const source = interval(1000);\n * const example = source.pipe(\n *   take(5), //take only the first 5 values\n *   finalize(() => console.log('Sequence complete')) // Execute when the observable completes\n * );\n * const subscribe = example.subscribe(val => console.log(val));\n *\n * // results:\n * // 0\n * // 1\n * // 2\n * // 3\n * // 4\n * // 'Sequence complete'\n * ```\n *\n * Execute callback function when the subscriber explicitly unsubscribes\n *\n * ```ts\n * import { interval, finalize, tap, noop, timer } from 'rxjs';\n *\n * const source = interval(100).pipe(\n *   finalize(() => console.log('[finalize] Called')),\n *   tap({\n *     next: () => console.log('[next] Called'),\n *     error: () => console.log('[error] Not called'),\n *     complete: () => console.log('[tap complete] Not called')\n *   })\n * );\n *\n * const sub = source.subscribe({\n *   next: x => console.log(x),\n *   error: noop,\n *   complete: () => console.log('[complete] Not called')\n * });\n *\n * timer(150).subscribe(() => sub.unsubscribe());\n *\n * // results:\n * // '[next] Called'\n * // 0\n * // '[finalize] Called'\n * ```\n *\n * @param {function} callback Function to be called when source terminates.\n * @return A function that returns an Observable that mirrors the source, but\n * will call the specified function on termination.\n */\nexport function finalize<T>(callback: () => void): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    // TODO: This try/finally was only added for `useDeprecatedSynchronousErrorHandling`.\n    // REMOVE THIS WHEN THAT HOT GARBAGE IS REMOVED IN V8.\n    try {\n      source.subscribe(subscriber);\n    } finally {\n      subscriber.add(callback);\n    }\n  });\n}\n", "import { Observable } from '../Observable';\nimport { EmptyError } from '../util/EmptyError';\nimport { OperatorFunction, TruthyTypesOf } from '../types';\nimport { filter } from './filter';\nimport { take } from './take';\nimport { defaultIfEmpty } from './defaultIfEmpty';\nimport { throwIfEmpty } from './throwIfEmpty';\nimport { identity } from '../util/identity';\n\nexport function first<T, D = T>(predicate?: null, defaultValue?: D): OperatorFunction<T, T | D>;\nexport function first<T>(predicate: BooleanConstructor): OperatorFunction<T, TruthyTypesOf<T>>;\nexport function first<T, D>(predicate: BooleanConstructor, defaultValue: D): OperatorFunction<T, TruthyTypesOf<T> | D>;\nexport function first<T, S extends T>(\n  predicate: (value: T, index: number, source: Observable<T>) => value is S,\n  defaultValue?: S\n): OperatorFunction<T, S>;\nexport function first<T, S extends T, D>(\n  predicate: (value: T, index: number, source: Observable<T>) => value is S,\n  defaultValue: D\n): OperatorFunction<T, S | D>;\nexport function first<T, D = T>(\n  predicate: (value: T, index: number, source: Observable<T>) => boolean,\n  defaultValue?: D\n): OperatorFunction<T, T | D>;\n\n/**\n * Emits only the first value (or the first value that meets some condition)\n * emitted by the source Observable.\n *\n * <span class=\"informal\">Emits only the first value. Or emits only the first\n * value that passes some test.</span>\n *\n * ![](first.png)\n *\n * If called with no arguments, `first` emits the first value of the source\n * Observable, then completes. If called with a `predicate` function, `first`\n * emits the first value of the source that matches the specified condition. Throws an error if\n * `defaultValue` was not provided and a matching element is not found.\n *\n * ## Examples\n *\n * Emit only the first click that happens on the DOM\n *\n * ```ts\n * import { fromEvent, first } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(first());\n * result.subscribe(x => console.log(x));\n * ```\n *\n * Emits the first click that happens on a DIV\n *\n * ```ts\n * import { fromEvent, first } from 'rxjs';\n *\n * const div = document.createElement('div');\n * div.style.cssText = 'width: 200px; height: 200px; background: #09c;';\n * document.body.appendChild(div);\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(first(ev => (<HTMLElement>ev.target).tagName === 'DIV'));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link filter}\n * @see {@link find}\n * @see {@link take}\n *\n * @throws {EmptyError} Delivers an EmptyError to the Observer's `error`\n * callback if the Observable completes before any `next` notification was sent.\n * This is how `first()` is different from {@link take}(1) which completes instead.\n *\n * @param {function(value: T, index: number, source: Observable<T>): boolean} [predicate]\n * An optional function called with each item to test for condition matching.\n * @param {D} [defaultValue] The default value emitted in case no valid value\n * was found on the source.\n * @return A function that returns an Observable that emits the first item that\n * matches the condition.\n */\nexport function first<T, D>(\n  predicate?: ((value: T, index: number, source: Observable<T>) => boolean) | null,\n  defaultValue?: D\n): OperatorFunction<T, T | D> {\n  const hasDefaultValue = arguments.length >= 2;\n  return (source: Observable<T>) =>\n    source.pipe(\n      predicate ? filter((v, i) => predicate(v, i, source)) : identity,\n      take(1),\n      hasDefaultValue ? defaultIfEmpty(defaultValue!) : throwIfEmpty(() => new EmptyError())\n    );\n}\n", "import { ObservableInput, ObservableInputTuple, OperatorFunction, SchedulerLike } from '../types';\nimport { operate } from '../util/lift';\nimport { argsOrArgArray } from '../util/argsOrArgArray';\nimport { mergeAll } from './mergeAll';\nimport { popNumber, popScheduler } from '../util/args';\nimport { from } from '../observable/from';\n\n/** @deprecated Replaced with {@link mergeWith}. Will be removed in v8. */\nexport function merge<T, A extends readonly unknown[]>(...sources: [...ObservableInputTuple<A>]): OperatorFunction<T, T | A[number]>;\n/** @deprecated Replaced with {@link mergeWith}. Will be removed in v8. */\nexport function merge<T, A extends readonly unknown[]>(\n  ...sourcesAndConcurrency: [...ObservableInputTuple<A>, number]\n): OperatorFunction<T, T | A[number]>;\n/** @deprecated Replaced with {@link mergeWith}. Will be removed in v8. */\nexport function merge<T, A extends readonly unknown[]>(\n  ...sourcesAndScheduler: [...ObservableInputTuple<A>, SchedulerLike]\n): OperatorFunction<T, T | A[number]>;\n/** @deprecated Replaced with {@link mergeWith}. Will be removed in v8. */\nexport function merge<T, A extends readonly unknown[]>(\n  ...sourcesAndConcurrencyAndScheduler: [...ObservableInputTuple<A>, number, SchedulerLike]\n): OperatorFunction<T, T | A[number]>;\n\nexport function merge<T>(...args: unknown[]): OperatorFunction<T, unknown> {\n  const scheduler = popScheduler(args);\n  const concurrent = popNumber(args, Infinity);\n  args = argsOrArgArray(args);\n\n  return operate((source, subscriber) => {\n    mergeAll(concurrent)(from([source, ...(args as ObservableInput<T>[])], scheduler)).subscribe(subscriber);\n  });\n}\n", "import { ObservableInputTuple, OperatorFunction } from '../types';\nimport { merge } from './merge';\n\n/**\n * Merge the values from all observables to a single observable result.\n *\n * Creates an observable, that when subscribed to, subscribes to the source\n * observable, and all other sources provided as arguments. All values from\n * every source are emitted from the resulting subscription.\n *\n * When all sources complete, the resulting observable will complete.\n *\n * When any source errors, the resulting observable will error.\n *\n * ## Example\n *\n * Joining all outputs from multiple user input event streams\n *\n * ```ts\n * import { fromEvent, map, mergeWith } from 'rxjs';\n *\n * const clicks$ = fromEvent(document, 'click').pipe(map(() => 'click'));\n * const mousemoves$ = fromEvent(document, 'mousemove').pipe(map(() => 'mousemove'));\n * const dblclicks$ = fromEvent(document, 'dblclick').pipe(map(() => 'dblclick'));\n *\n * mousemoves$\n *   .pipe(mergeWith(clicks$, dblclicks$))\n *   .subscribe(x => console.log(x));\n *\n * // result (assuming user interactions)\n * // 'mousemove'\n * // 'mousemove'\n * // 'mousemove'\n * // 'click'\n * // 'click'\n * // 'dblclick'\n * ```\n *\n * @see {@link merge}\n *\n * @param otherSources the sources to combine the current source with.\n * @return A function that returns an Observable that merges the values from\n * all given Observables.\n */\nexport function mergeWith<T, A extends readonly unknown[]>(\n  ...otherSources: [...ObservableInputTuple<A>]\n): OperatorFunction<T, T | A[number]> {\n  return merge(...otherSources);\n}\n", "import { Subscription } from '../Subscription';\nimport { EMPTY } from '../observable/empty';\nimport { operate } from '../util/lift';\nimport { MonoTypeOperatorFunction, ObservableInput } from '../types';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { innerFrom } from '../observable/innerFrom';\nimport { timer } from '../observable/timer';\n\nexport interface RepeatConfig {\n  /**\n   * The number of times to repeat the source. Defaults to `Infinity`.\n   */\n  count?: number;\n\n  /**\n   * If a `number`, will delay the repeat of the source by that number of milliseconds.\n   * If a function, it will provide the number of times the source has been subscribed to,\n   * and the return value should be a valid observable input that will notify when the source\n   * should be repeated. If the notifier observable is empty, the result will complete.\n   */\n  delay?: number | ((count: number) => ObservableInput<any>);\n}\n\n/**\n * Returns an Observable that will resubscribe to the source stream when the source stream completes.\n *\n * <span class=\"informal\">Repeats all values emitted on the source. It's like {@link retry}, but for non error cases.</span>\n *\n * ![](repeat.png)\n *\n * Repeat will output values from a source until the source completes, then it will resubscribe to the\n * source a specified number of times, with a specified delay. Repeat can be particularly useful in\n * combination with closing operators like {@link take}, {@link takeUntil}, {@link first}, or {@link takeWhile},\n * as it can be used to restart a source again from scratch.\n *\n * Repeat is very similar to {@link retry}, where {@link retry} will resubscribe to the source in the error case, but\n * `repeat` will resubscribe if the source completes.\n *\n * Note that `repeat` will _not_ catch errors. Use {@link retry} for that.\n *\n * - `repeat(0)` returns an empty observable\n * - `repeat()` will repeat forever\n * - `repeat({ delay: 200 })` will repeat forever, with a delay of 200ms between repetitions.\n * - `repeat({ count: 2, delay: 400 })` will repeat twice, with a delay of 400ms between repetitions.\n * - `repeat({ delay: (count) => timer(count * 1000) })` will repeat forever, but will have a delay that grows by one second for each repetition.\n *\n * ## Example\n *\n * Repeat a message stream\n *\n * ```ts\n * import { of, repeat } from 'rxjs';\n *\n * const source = of('Repeat message');\n * const result = source.pipe(repeat(3));\n *\n * result.subscribe(x => console.log(x));\n *\n * // Results\n * // 'Repeat message'\n * // 'Repeat message'\n * // 'Repeat message'\n * ```\n *\n * Repeat 3 values, 2 times\n *\n * ```ts\n * import { interval, take, repeat } from 'rxjs';\n *\n * const source = interval(1000);\n * const result = source.pipe(take(3), repeat(2));\n *\n * result.subscribe(x => console.log(x));\n *\n * // Results every second\n * // 0\n * // 1\n * // 2\n * // 0\n * // 1\n * // 2\n * ```\n *\n * Defining two complex repeats with delays on the same source.\n * Note that the second repeat cannot be called until the first\n * repeat as exhausted it's count.\n *\n * ```ts\n * import { defer, of, repeat } from 'rxjs';\n *\n * const source = defer(() => {\n *    return of(`Hello, it is ${new Date()}`)\n * });\n *\n * source.pipe(\n *    // Repeat 3 times with a delay of 1 second between repetitions\n *    repeat({\n *      count: 3,\n *      delay: 1000,\n *    }),\n *\n *    // *Then* repeat forever, but with an exponential step-back\n *    // maxing out at 1 minute.\n *    repeat({\n *      delay: (count) => timer(Math.min(60000, 2 ^ count * 1000))\n *    })\n * )\n * ```\n *\n * @see {@link repeatWhen}\n * @see {@link retry}\n *\n * @param count The number of times the source Observable items are repeated, a count of 0 will yield\n * an empty Observable.\n */\nexport function repeat<T>(countOrConfig?: number | RepeatConfig): MonoTypeOperatorFunction<T> {\n  let count = Infinity;\n  let delay: RepeatConfig['delay'];\n\n  if (countOrConfig != null) {\n    if (typeof countOrConfig === 'object') {\n      ({ count = Infinity, delay } = countOrConfig);\n    } else {\n      count = countOrConfig;\n    }\n  }\n\n  return count <= 0\n    ? () => EMPTY\n    : operate((source, subscriber) => {\n        let soFar = 0;\n        let sourceSub: Subscription | null;\n\n        const resubscribe = () => {\n          sourceSub?.unsubscribe();\n          sourceSub = null;\n          if (delay != null) {\n            const notifier = typeof delay === 'number' ? timer(delay) : innerFrom(delay(soFar));\n            const notifierSubscriber = createOperatorSubscriber(subscriber, () => {\n              notifierSubscriber.unsubscribe();\n              subscribeToSource();\n            });\n            notifier.subscribe(notifierSubscriber);\n          } else {\n            subscribeToSource();\n          }\n        };\n\n        const subscribeToSource = () => {\n          let syncUnsub = false;\n          sourceSub = source.subscribe(\n            createOperatorSubscriber(subscriber, undefined, () => {\n              if (++soFar < count) {\n                if (sourceSub) {\n                  resubscribe();\n                } else {\n                  syncUnsub = true;\n                }\n              } else {\n                subscriber.complete();\n              }\n            })\n          );\n\n          if (syncUnsub) {\n            resubscribe();\n          }\n        };\n\n        subscribeToSource();\n      });\n}\n", "import { OperatorFunction } from '../types';\nimport { operate } from '../util/lift';\nimport { scanInternals } from './scanInternals';\n\nexport function scan<V, A = V>(accumulator: (acc: A | V, value: V, index: number) => A): OperatorFunction<V, V | A>;\nexport function scan<V, A>(accumulator: (acc: A, value: V, index: number) => A, seed: A): OperatorFunction<V, A>;\nexport function scan<V, A, S>(accumulator: (acc: A | S, value: V, index: number) => A, seed: S): OperatorFunction<V, A>;\n\n// TODO: link to a \"redux pattern\" section in the guide (location TBD)\n\n/**\n * Useful for encapsulating and managing state. Applies an accumulator (or \"reducer function\")\n * to each value from the source after an initial state is established -- either via\n * a `seed` value (second argument), or from the first value from the source.\n *\n * <span class=\"informal\">It's like {@link reduce}, but emits the current\n * accumulation state after each update</span>\n *\n * ![](scan.png)\n *\n * This operator maintains an internal state and emits it after processing each value as follows:\n *\n * 1. First value arrives\n *   - If a `seed` value was supplied (as the second argument to `scan`), let `state = seed` and `value = firstValue`.\n *   - If NO `seed` value was supplied (no second argument), let `state = firstValue` and go to 3.\n * 2. Let `state = accumulator(state, value)`.\n *   - If an error is thrown by `accumulator`, notify the consumer of an error. The process ends.\n * 3. Emit `state`.\n * 4. Next value arrives, let `value = nextValue`, go to 2.\n *\n * ## Examples\n *\n * An average of previous numbers. This example shows how\n * not providing a `seed` can prime the stream with the\n * first value from the source.\n *\n * ```ts\n * import { of, scan, map } from 'rxjs';\n *\n * const numbers$ = of(1, 2, 3);\n *\n * numbers$\n *   .pipe(\n *     // Get the sum of the numbers coming in.\n *     scan((total, n) => total + n),\n *     // Get the average by dividing the sum by the total number\n *     // received so far (which is 1 more than the zero-based index).\n *     map((sum, index) => sum / (index + 1))\n *   )\n *   .subscribe(console.log);\n * ```\n *\n * The Fibonacci sequence. This example shows how you can use\n * a seed to prime accumulation process. Also... you know... Fibonacci.\n * So important to like, computers and stuff that its whiteboarded\n * in job interviews. Now you can show them the Rx version! (Please don't, haha)\n *\n * ```ts\n * import { interval, scan, map, startWith } from 'rxjs';\n *\n * const firstTwoFibs = [0, 1];\n * // An endless stream of Fibonacci numbers.\n * const fibonacci$ = interval(1000).pipe(\n *   // Scan to get the fibonacci numbers (after 0, 1)\n *   scan(([a, b]) => [b, a + b], firstTwoFibs),\n *   // Get the second number in the tuple, it's the one you calculated\n *   map(([, n]) => n),\n *   // Start with our first two digits :)\n *   startWith(...firstTwoFibs)\n * );\n *\n * fibonacci$.subscribe(console.log);\n * ```\n *\n * @see {@link expand}\n * @see {@link mergeScan}\n * @see {@link reduce}\n * @see {@link switchScan}\n *\n * @param accumulator A \"reducer function\". This will be called for each value after an initial state is\n * acquired.\n * @param seed The initial state. If this is not provided, the first value from the source will\n * be used as the initial state, and emitted without going through the accumulator. All subsequent values\n * will be processed by the accumulator function. If this is provided, all values will go through\n * the accumulator function.\n * @return A function that returns an Observable of the accumulated values.\n */\nexport function scan<V, A, S>(accumulator: (acc: V | A | S, value: V, index: number) => A, seed?: S): OperatorFunction<V, V | A> {\n  // providing a seed of `undefined` *should* be valid and trigger\n  // hasSeed! so don't use `seed !== undefined` checks!\n  // For this reason, we have to check it here at the original call site\n  // otherwise inside Operator/Subscriber we won't know if `undefined`\n  // means they didn't provide anything or if they literally provided `undefined`\n  return operate(scanInternals(accumulator, seed as S, arguments.length >= 2, true));\n}\n", "import { innerFrom } from '../observable/innerFrom';\nimport { Subject } from '../Subject';\nimport { SafeSubscriber } from '../Subscriber';\nimport { Subscription } from '../Subscription';\nimport { MonoTypeOperatorFunction, SubjectLike, ObservableInput } from '../types';\nimport { operate } from '../util/lift';\n\nexport interface ShareConfig<T> {\n  /**\n   * The factory used to create the subject that will connect the source observable to\n   * multicast consumers.\n   */\n  connector?: () => SubjectLike<T>;\n  /**\n   * If `true`, the resulting observable will reset internal state on error from source and return to a \"cold\" state. This\n   * allows the resulting observable to be \"retried\" in the event of an error.\n   * If `false`, when an error comes from the source it will push the error into the connecting subject, and the subject\n   * will remain the connecting subject, meaning the resulting observable will not go \"cold\" again, and subsequent retries\n   * or resubscriptions will resubscribe to that same subject. In all cases, RxJS subjects will emit the same error again, however\n   * {@link ReplaySubject} will also push its buffered values before pushing the error.\n   * It is also possible to pass a notifier factory returning an `ObservableInput` instead which grants more fine-grained\n   * control over how and when the reset should happen. This allows behaviors like conditional or delayed resets.\n   */\n  resetOnError?: boolean | ((error: any) => ObservableInput<any>);\n  /**\n   * If `true`, the resulting observable will reset internal state on completion from source and return to a \"cold\" state. This\n   * allows the resulting observable to be \"repeated\" after it is done.\n   * If `false`, when the source completes, it will push the completion through the connecting subject, and the subject\n   * will remain the connecting subject, meaning the resulting observable will not go \"cold\" again, and subsequent repeats\n   * or resubscriptions will resubscribe to that same subject.\n   * It is also possible to pass a notifier factory returning an `ObservableInput` instead which grants more fine-grained\n   * control over how and when the reset should happen. This allows behaviors like conditional or delayed resets.\n   */\n  resetOnComplete?: boolean | (() => ObservableInput<any>);\n  /**\n   * If `true`, when the number of subscribers to the resulting observable reaches zero due to those subscribers unsubscribing, the\n   * internal state will be reset and the resulting observable will return to a \"cold\" state. This means that the next\n   * time the resulting observable is subscribed to, a new subject will be created and the source will be subscribed to\n   * again.\n   * If `false`, when the number of subscribers to the resulting observable reaches zero due to unsubscription, the subject\n   * will remain connected to the source, and new subscriptions to the result will be connected through that same subject.\n   * It is also possible to pass a notifier factory returning an `ObservableInput` instead which grants more fine-grained\n   * control over how and when the reset should happen. This allows behaviors like conditional or delayed resets.\n   */\n  resetOnRefCountZero?: boolean | (() => ObservableInput<any>);\n}\n\nexport function share<T>(): MonoTypeOperatorFunction<T>;\n\nexport function share<T>(options: ShareConfig<T>): MonoTypeOperatorFunction<T>;\n\n/**\n * Returns a new Observable that multicasts (shares) the original Observable. As long as there is at least one\n * Subscriber this Observable will be subscribed and emitting data. When all subscribers have unsubscribed it will\n * unsubscribe from the source Observable. Because the Observable is multicasting it makes the stream `hot`.\n * This is an alias for `multicast(() => new Subject()), refCount()`.\n *\n * The subscription to the underlying source Observable can be reset (unsubscribe and resubscribe for new subscribers),\n * if the subscriber count to the shared observable drops to 0, or if the source Observable errors or completes. It is\n * possible to use notifier factories for the resets to allow for behaviors like conditional or delayed resets. Please\n * note that resetting on error or complete of the source Observable does not behave like a transparent retry or restart\n * of the source because the error or complete will be forwarded to all subscribers and their subscription will be\n * closed. Only new subscribers after a reset on error or complete happened will cause a fresh subscription to the\n * source. To achieve transparent retries or restarts pipe the source through appropriate operators before sharing.\n *\n * ![](share.png)\n *\n * ## Example\n *\n * Generate new multicast Observable from the `source` Observable value\n *\n * ```ts\n * import { interval, tap, map, take, share } from 'rxjs';\n *\n * const source = interval(1000).pipe(\n *   tap(x => console.log('Processing: ', x)),\n *   map(x => x * x),\n *   take(6),\n *   share()\n * );\n *\n * source.subscribe(x => console.log('subscription 1: ', x));\n * source.subscribe(x => console.log('subscription 2: ', x));\n *\n * // Logs:\n * // Processing: 0\n * // subscription 1: 0\n * // subscription 2: 0\n * // Processing: 1\n * // subscription 1: 1\n * // subscription 2: 1\n * // Processing: 2\n * // subscription 1: 4\n * // subscription 2: 4\n * // Processing: 3\n * // subscription 1: 9\n * // subscription 2: 9\n * // Processing: 4\n * // subscription 1: 16\n * // subscription 2: 16\n * // Processing: 5\n * // subscription 1: 25\n * // subscription 2: 25\n * ```\n *\n * ## Example with notifier factory: Delayed reset\n *\n * ```ts\n * import { interval, take, share, timer } from 'rxjs';\n *\n * const source = interval(1000).pipe(\n *   take(3),\n *   share({\n *     resetOnRefCountZero: () => timer(1000)\n *   })\n * );\n *\n * const subscriptionOne = source.subscribe(x => console.log('subscription 1: ', x));\n * setTimeout(() => subscriptionOne.unsubscribe(), 1300);\n *\n * setTimeout(() => source.subscribe(x => console.log('subscription 2: ', x)), 1700);\n *\n * setTimeout(() => source.subscribe(x => console.log('subscription 3: ', x)), 5000);\n *\n * // Logs:\n * // subscription 1:  0\n * // (subscription 1 unsubscribes here)\n * // (subscription 2 subscribes here ~400ms later, source was not reset)\n * // subscription 2:  1\n * // subscription 2:  2\n * // (subscription 2 unsubscribes here)\n * // (subscription 3 subscribes here ~2000ms later, source did reset before)\n * // subscription 3:  0\n * // subscription 3:  1\n * // subscription 3:  2\n * ```\n *\n * @see {@link shareReplay}\n *\n * @return A function that returns an Observable that mirrors the source.\n */\nexport function share<T>(options: ShareConfig<T> = {}): MonoTypeOperatorFunction<T> {\n  const { connector = () => new Subject<T>(), resetOnError = true, resetOnComplete = true, resetOnRefCountZero = true } = options;\n  // It's necessary to use a wrapper here, as the _operator_ must be\n  // referentially transparent. Otherwise, it cannot be used in calls to the\n  // static `pipe` function - to create a partial pipeline.\n  //\n  // The _operator function_ - the function returned by the _operator_ - will\n  // not be referentially transparent - as it shares its source - but the\n  // _operator function_ is called when the complete pipeline is composed via a\n  // call to a source observable's `pipe` method - not when the static `pipe`\n  // function is called.\n  return (wrapperSource) => {\n    let connection: SafeSubscriber<T> | undefined;\n    let resetConnection: Subscription | undefined;\n    let subject: SubjectLike<T> | undefined;\n    let refCount = 0;\n    let hasCompleted = false;\n    let hasErrored = false;\n\n    const cancelReset = () => {\n      resetConnection?.unsubscribe();\n      resetConnection = undefined;\n    };\n    // Used to reset the internal state to a \"cold\"\n    // state, as though it had never been subscribed to.\n    const reset = () => {\n      cancelReset();\n      connection = subject = undefined;\n      hasCompleted = hasErrored = false;\n    };\n    const resetAndUnsubscribe = () => {\n      // We need to capture the connection before\n      // we reset (if we need to reset).\n      const conn = connection;\n      reset();\n      conn?.unsubscribe();\n    };\n\n    return operate<T, T>((source, subscriber) => {\n      refCount++;\n      if (!hasErrored && !hasCompleted) {\n        cancelReset();\n      }\n\n      // Create the subject if we don't have one yet. Grab a local reference to\n      // it as well, which avoids non-null assertions when using it and, if we\n      // connect to it now, then error/complete need a reference after it was\n      // reset.\n      const dest = (subject = subject ?? connector());\n\n      // Add the finalization directly to the subscriber - instead of returning it -\n      // so that the handling of the subscriber's unsubscription will be wired\n      // up _before_ the subscription to the source occurs. This is done so that\n      // the assignment to the source connection's `closed` property will be seen\n      // by synchronous firehose sources.\n      subscriber.add(() => {\n        refCount--;\n\n        // If we're resetting on refCount === 0, and it's 0, we only want to do\n        // that on \"unsubscribe\", really. Resetting on error or completion is a different\n        // configuration.\n        if (refCount === 0 && !hasErrored && !hasCompleted) {\n          resetConnection = handleReset(resetAndUnsubscribe, resetOnRefCountZero);\n        }\n      });\n\n      // The following line adds the subscription to the subscriber passed.\n      // Basically, `subscriber === dest.subscribe(subscriber)` is `true`.\n      dest.subscribe(subscriber);\n\n      if (\n        !connection &&\n        // Check this shareReplay is still activate - it can be reset to 0\n        // and be \"unsubscribed\" _before_ it actually subscribes.\n        // If we were to subscribe then, it'd leak and get stuck.\n        refCount > 0\n      ) {\n        // We need to create a subscriber here - rather than pass an observer and\n        // assign the returned subscription to connection - because it's possible\n        // for reentrant subscriptions to the shared observable to occur and in\n        // those situations we want connection to be already-assigned so that we\n        // don't create another connection to the source.\n        connection = new SafeSubscriber({\n          next: (value) => dest.next(value),\n          error: (err) => {\n            hasErrored = true;\n            cancelReset();\n            resetConnection = handleReset(reset, resetOnError, err);\n            dest.error(err);\n          },\n          complete: () => {\n            hasCompleted = true;\n            cancelReset();\n            resetConnection = handleReset(reset, resetOnComplete);\n            dest.complete();\n          },\n        });\n        innerFrom(source).subscribe(connection);\n      }\n    })(wrapperSource);\n  };\n}\n\nfunction handleReset<T extends unknown[] = never[]>(\n  reset: () => void,\n  on: boolean | ((...args: T) => ObservableInput<any>),\n  ...args: T\n): Subscription | undefined {\n  if (on === true) {\n    reset();\n    return;\n  }\n\n  if (on === false) {\n    return;\n  }\n\n  const onSubscriber = new SafeSubscriber({\n    next: () => {\n      onSubscriber.unsubscribe();\n      reset();\n    },\n  });\n\n  return innerFrom(on(...args)).subscribe(onSubscriber);\n}\n", "import { ReplaySubject } from '../ReplaySubject';\nimport { MonoTypeOperatorFunction, SchedulerLike } from '../types';\nimport { share } from './share';\n\nexport interface ShareReplayConfig {\n  bufferSize?: number;\n  windowTime?: number;\n  refCount: boolean;\n  scheduler?: SchedulerLike;\n}\n\nexport function shareReplay<T>(config: ShareReplayConfig): MonoTypeOperatorFunction<T>;\nexport function shareReplay<T>(bufferSize?: number, windowTime?: number, scheduler?: SchedulerLike): MonoTypeOperatorFunction<T>;\n\n/**\n * Share source and replay specified number of emissions on subscription.\n *\n * This operator is a specialization of `replay` that connects to a source observable\n * and multicasts through a `ReplaySubject` constructed with the specified arguments.\n * A successfully completed source will stay cached in the `shareReplay`ed observable forever,\n * but an errored source can be retried.\n *\n * ## Why use `shareReplay`?\n *\n * You generally want to use `shareReplay` when you have side-effects or taxing computations\n * that you do not wish to be executed amongst multiple subscribers.\n * It may also be valuable in situations where you know you will have late subscribers to\n * a stream that need access to previously emitted values.\n * This ability to replay values on subscription is what differentiates {@link share} and `shareReplay`.\n *\n * ## Reference counting\n *\n * By default `shareReplay` will use `refCount` of false, meaning that it will _not_ unsubscribe the\n * source when the reference counter drops to zero, i.e. the inner `ReplaySubject` will _not_ be unsubscribed\n * (and potentially run for ever).\n * This is the default as it is expected that `shareReplay` is often used to keep around expensive to setup\n * observables which we want to keep running instead of having to do the expensive setup again.\n *\n * As of RXJS version 6.4.0 a new overload signature was added to allow for manual control over what\n * happens when the operators internal reference counter drops to zero.\n * If `refCount` is true, the source will be unsubscribed from once the reference count drops to zero, i.e.\n * the inner `ReplaySubject` will be unsubscribed. All new subscribers will receive value emissions from a\n * new `ReplaySubject` which in turn will cause a new subscription to the source observable.\n *\n * ## Examples\n *\n * Example with a third subscriber coming late to the party\n *\n * ```ts\n * import { interval, take, shareReplay } from 'rxjs';\n *\n * const shared$ = interval(2000).pipe(\n *   take(6),\n *   shareReplay(3)\n * );\n *\n * shared$.subscribe(x => console.log('sub A: ', x));\n * shared$.subscribe(y => console.log('sub B: ', y));\n *\n * setTimeout(() => {\n *   shared$.subscribe(y => console.log('sub C: ', y));\n * }, 11000);\n *\n * // Logs:\n * // (after ~2000 ms)\n * // sub A: 0\n * // sub B: 0\n * // (after ~4000 ms)\n * // sub A: 1\n * // sub B: 1\n * // (after ~6000 ms)\n * // sub A: 2\n * // sub B: 2\n * // (after ~8000 ms)\n * // sub A: 3\n * // sub B: 3\n * // (after ~10000 ms)\n * // sub A: 4\n * // sub B: 4\n * // (after ~11000 ms, sub C gets the last 3 values)\n * // sub C: 2\n * // sub C: 3\n * // sub C: 4\n * // (after ~12000 ms)\n * // sub A: 5\n * // sub B: 5\n * // sub C: 5\n * ```\n *\n * Example for `refCount` usage\n *\n * ```ts\n * import { Observable, tap, interval, shareReplay, take } from 'rxjs';\n *\n * const log = <T>(name: string, source: Observable<T>) => source.pipe(\n *   tap({\n *     subscribe: () => console.log(`${ name }: subscribed`),\n *     next: value => console.log(`${ name }: ${ value }`),\n *     complete: () => console.log(`${ name }: completed`),\n *     finalize: () => console.log(`${ name }: unsubscribed`)\n *   })\n * );\n *\n * const obs$ = log('source', interval(1000));\n *\n * const shared$ = log('shared', obs$.pipe(\n *   shareReplay({ bufferSize: 1, refCount: true }),\n *   take(2)\n * ));\n *\n * shared$.subscribe(x => console.log('sub A: ', x));\n * shared$.subscribe(y => console.log('sub B: ', y));\n *\n * // PRINTS:\n * // shared: subscribed <-- reference count = 1\n * // source: subscribed\n * // shared: subscribed <-- reference count = 2\n * // source: 0\n * // shared: 0\n * // sub A: 0\n * // shared: 0\n * // sub B: 0\n * // source: 1\n * // shared: 1\n * // sub A: 1\n * // shared: completed <-- take(2) completes the subscription for sub A\n * // shared: unsubscribed <-- reference count = 1\n * // shared: 1\n * // sub B: 1\n * // shared: completed <-- take(2) completes the subscription for sub B\n * // shared: unsubscribed <-- reference count = 0\n * // source: unsubscribed <-- replaySubject unsubscribes from source observable because the reference count dropped to 0 and refCount is true\n *\n * // In case of refCount being false, the unsubscribe is never called on the source and the source would keep on emitting, even if no subscribers\n * // are listening.\n * // source: 2\n * // source: 3\n * // source: 4\n * // ...\n * ```\n *\n * @see {@link publish}\n * @see {@link share}\n * @see {@link publishReplay}\n *\n * @param configOrBufferSize Maximum element count of the replay buffer or {@link ShareReplayConfig configuration}\n * object.\n * @param windowTime Maximum time length of the replay buffer in milliseconds.\n * @param scheduler Scheduler where connected observers within the selector function\n * will be invoked on.\n * @return A function that returns an Observable sequence that contains the\n * elements of a sequence produced by multicasting the source sequence within a\n * selector function.\n */\nexport function shareReplay<T>(\n  configOrBufferSize?: ShareReplayConfig | number,\n  windowTime?: number,\n  scheduler?: SchedulerLike\n): MonoTypeOperatorFunction<T> {\n  let bufferSize: number;\n  let refCount = false;\n  if (configOrBufferSize && typeof configOrBufferSize === 'object') {\n    ({ bufferSize = Infinity, windowTime = Infinity, refCount = false, scheduler } = configOrBufferSize);\n  } else {\n    bufferSize = (configOrBufferSize ?? Infinity) as number;\n  }\n  return share<T>({\n    connector: () => new ReplaySubject(bufferSize, windowTime, scheduler),\n    resetOnError: true,\n    resetOnComplete: false,\n    resetOnRefCountZero: refCount,\n  });\n}\n", "import { MonoTypeOperatorFunction } from '../types';\nimport { filter } from './filter';\n\n/**\n * Returns an Observable that skips the first `count` items emitted by the source Observable.\n *\n * ![](skip.png)\n *\n * Skips the values until the sent notifications are equal or less than provided skip count. It raises\n * an error if skip count is equal or more than the actual number of emits and source raises an error.\n *\n * ## Example\n *\n * Skip the values before the emission\n *\n * ```ts\n * import { interval, skip } from 'rxjs';\n *\n * // emit every half second\n * const source = interval(500);\n * // skip the first 10 emitted values\n * const result = source.pipe(skip(10));\n *\n * result.subscribe(value => console.log(value));\n * // output: 10...11...12...13...\n * ```\n *\n * @see {@link last}\n * @see {@link skipWhile}\n * @see {@link skipUntil}\n * @see {@link skipLast}\n *\n * @param {Number} count - The number of times, items emitted by source Observable should be skipped.\n * @return A function that returns an Observable that skips the first `count`\n * values emitted by the source Observable.\n */\nexport function skip<T>(count: number): MonoTypeOperatorFunction<T> {\n  return filter((_, index) => count <= index);\n}\n", "import { MonoTypeOperatorFunction, ObservableInput } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { innerFrom } from '../observable/innerFrom';\nimport { noop } from '../util/noop';\n\n/**\n * Returns an Observable that skips items emitted by the source Observable until a second Observable emits an item.\n *\n * The `skipUntil` operator causes the observable stream to skip the emission of values until the passed in observable\n * emits the first value. This can be particularly useful in combination with user interactions, responses of HTTP\n * requests or waiting for specific times to pass by.\n *\n * ![](skipUntil.png)\n *\n * Internally, the `skipUntil` operator subscribes to the passed in `notifier` `ObservableInput` (which gets converted\n * to an Observable) in order to recognize the emission of its first value. When `notifier` emits next, the operator\n * unsubscribes from it and starts emitting the values of the *source* observable until it completes or errors. It\n * will never let the *source* observable emit any values if the `notifier` completes or throws an error without\n * emitting a value before.\n *\n * ## Example\n *\n * In the following example, all emitted values of the interval observable are skipped until the user clicks anywhere\n * within the page\n *\n * ```ts\n * import { interval, fromEvent, skipUntil } from 'rxjs';\n *\n * const intervalObservable = interval(1000);\n * const click = fromEvent(document, 'click');\n *\n * const emitAfterClick = intervalObservable.pipe(\n *   skipUntil(click)\n * );\n * // clicked at 4.6s. output: 5...6...7...8........ or\n * // clicked at 7.3s. output: 8...9...10..11.......\n * emitAfterClick.subscribe(value => console.log(value));\n * ```\n *\n * @see {@link last}\n * @see {@link skip}\n * @see {@link skipWhile}\n * @see {@link skipLast}\n *\n * @param notifier An `ObservableInput` that has to emit an item before the source Observable elements begin to\n * be mirrored by the resulting Observable.\n * @return A function that returns an Observable that skips items from the\n * source Observable until the `notifier` Observable emits an item, then emits the\n * remaining items.\n */\nexport function skipUntil<T>(notifier: ObservableInput<any>): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    let taking = false;\n\n    const skipSubscriber = createOperatorSubscriber(\n      subscriber,\n      () => {\n        skipSubscriber?.unsubscribe();\n        taking = true;\n      },\n      noop\n    );\n\n    innerFrom(notifier).subscribe(skipSubscriber);\n\n    source.subscribe(createOperatorSubscriber(subscriber, (value) => taking && subscriber.next(value)));\n  });\n}\n", "import { concat } from '../observable/concat';\nimport { OperatorFunction, SchedulerLike, ValueFromArray } from '../types';\nimport { popScheduler } from '../util/args';\nimport { operate } from '../util/lift';\n\n// Devs are more likely to pass null or undefined than they are a scheduler\n// without accompanying values. To make things easier for (naughty) devs who\n// use the `strictNullChecks: false` TypeScript compiler option, these\n// overloads with explicit null and undefined values are included.\n\nexport function startWith<T>(value: null): OperatorFunction<T, T | null>;\nexport function startWith<T>(value: undefined): OperatorFunction<T, T | undefined>;\n\n/** @deprecated The `scheduler` parameter will be removed in v8. Use `scheduled` and `concatAll`. Details: https://rxjs.dev/deprecations/scheduler-argument */\nexport function startWith<T, A extends readonly unknown[] = T[]>(\n  ...valuesAndScheduler: [...A, SchedulerLike]\n): OperatorFunction<T, T | ValueFromArray<A>>;\nexport function startWith<T, A extends readonly unknown[] = T[]>(...values: A): OperatorFunction<T, T | ValueFromArray<A>>;\n\n/**\n * Returns an observable that, at the moment of subscription, will synchronously emit all\n * values provided to this operator, then subscribe to the source and mirror all of its emissions\n * to subscribers.\n *\n * This is a useful way to know when subscription has occurred on an existing observable.\n *\n * <span class=\"informal\">First emits its arguments in order, and then any\n * emissions from the source.</span>\n *\n * ![](startWith.png)\n *\n * ## Examples\n *\n * Emit a value when a timer starts.\n *\n * ```ts\n * import { timer, map, startWith } from 'rxjs';\n *\n * timer(1000)\n *   .pipe(\n *     map(() => 'timer emit'),\n *     startWith('timer start')\n *   )\n *   .subscribe(x => console.log(x));\n *\n * // results:\n * // 'timer start'\n * // 'timer emit'\n * ```\n *\n * @param values Items you want the modified Observable to emit first.\n * @return A function that returns an Observable that synchronously emits\n * provided values before subscribing to the source Observable.\n *\n * @see {@link endWith}\n * @see {@link finalize}\n * @see {@link concat}\n */\nexport function startWith<T, D>(...values: D[]): OperatorFunction<T, T | D> {\n  const scheduler = popScheduler(values);\n  return operate((source, subscriber) => {\n    // Here we can't pass `undefined` as a scheduler, because if we did, the\n    // code inside of `concat` would be confused by the `undefined`, and treat it\n    // like an invalid observable. So we have to split it two different ways.\n    (scheduler ? concat(values, source, scheduler) : concat(values, source)).subscribe(subscriber);\n  });\n}\n", "import { Subscriber } from '../Subscriber';\nimport { ObservableInput, OperatorFunction, ObservedValueOf } from '../types';\nimport { innerFrom } from '../observable/innerFrom';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\n/* tslint:disable:max-line-length */\nexport function switchMap<T, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O\n): OperatorFunction<T, ObservedValueOf<O>>;\n/** @deprecated The `resultSelector` parameter will be removed in v8. Use an inner `map` instead. Details: https://rxjs.dev/deprecations/resultSelector */\nexport function switchMap<T, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O,\n  resultSelector: undefined\n): OperatorFunction<T, ObservedValueOf<O>>;\n/** @deprecated The `resultSelector` parameter will be removed in v8. Use an inner `map` instead. Details: https://rxjs.dev/deprecations/resultSelector */\nexport function switchMap<T, R, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O,\n  resultSelector: (outerValue: T, innerValue: ObservedValueOf<O>, outerIndex: number, innerIndex: number) => R\n): OperatorFunction<T, R>;\n/* tslint:enable:max-line-length */\n\n/**\n * Projects each source value to an Observable which is merged in the output\n * Observable, emitting values only from the most recently projected Observable.\n *\n * <span class=\"informal\">Maps each value to an Observable, then flattens all of\n * these inner Observables using {@link switchAll}.</span>\n *\n * ![](switchMap.png)\n *\n * Returns an Observable that emits items based on applying a function that you\n * supply to each item emitted by the source Observable, where that function\n * returns an (so-called \"inner\") Observable. Each time it observes one of these\n * inner Observables, the output Observable begins emitting the items emitted by\n * that inner Observable. When a new inner Observable is emitted, `switchMap`\n * stops emitting items from the earlier-emitted inner Observable and begins\n * emitting items from the new one. It continues to behave like this for\n * subsequent inner Observables.\n *\n * ## Example\n *\n * Generate new Observable according to source Observable values\n *\n * ```ts\n * import { of, switchMap } from 'rxjs';\n *\n * const switched = of(1, 2, 3).pipe(switchMap(x => of(x, x ** 2, x ** 3)));\n * switched.subscribe(x => console.log(x));\n * // outputs\n * // 1\n * // 1\n * // 1\n * // 2\n * // 4\n * // 8\n * // 3\n * // 9\n * // 27\n * ```\n *\n * Restart an interval Observable on every click event\n *\n * ```ts\n * import { fromEvent, switchMap, interval } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(switchMap(() => interval(1000)));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link concatMap}\n * @see {@link exhaustMap}\n * @see {@link mergeMap}\n * @see {@link switchAll}\n * @see {@link switchMapTo}\n *\n * @param {function(value: T, index: number): ObservableInput} project A function\n * that, when applied to an item emitted by the source Observable, returns an\n * Observable.\n * @return A function that returns an Observable that emits the result of\n * applying the projection function (and the optional deprecated\n * `resultSelector`) to each item emitted by the source Observable and taking\n * only the values from the most recently projected inner Observable.\n */\nexport function switchMap<T, R, O extends ObservableInput<any>>(\n  project: (value: T, index: number) => O,\n  resultSelector?: (outerValue: T, innerValue: ObservedValueOf<O>, outerIndex: number, innerIndex: number) => R\n): OperatorFunction<T, ObservedValueOf<O> | R> {\n  return operate((source, subscriber) => {\n    let innerSubscriber: Subscriber<ObservedValueOf<O>> | null = null;\n    let index = 0;\n    // Whether or not the source subscription has completed\n    let isComplete = false;\n\n    // We only complete the result if the source is complete AND we don't have an active inner subscription.\n    // This is called both when the source completes and when the inners complete.\n    const checkComplete = () => isComplete && !innerSubscriber && subscriber.complete();\n\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        (value) => {\n          // Cancel the previous inner subscription if there was one\n          innerSubscriber?.unsubscribe();\n          let innerIndex = 0;\n          const outerIndex = index++;\n          // Start the next inner subscription\n          innerFrom(project(value, outerIndex)).subscribe(\n            (innerSubscriber = createOperatorSubscriber(\n              subscriber,\n              // When we get a new inner value, next it through. Note that this is\n              // handling the deprecate result selector here. This is because with this architecture\n              // it ends up being smaller than using the map operator.\n              (innerValue) => subscriber.next(resultSelector ? resultSelector(value, innerValue, outerIndex, innerIndex++) : innerValue),\n              () => {\n                // The inner has completed. Null out the inner subscriber to\n                // free up memory and to signal that we have no inner subscription\n                // currently.\n                innerSubscriber = null!;\n                checkComplete();\n              }\n            ))\n          );\n        },\n        () => {\n          isComplete = true;\n          checkComplete();\n        }\n      )\n    );\n  });\n}\n", "import { MonoTypeOperatorFunction, ObservableInput } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { innerFrom } from '../observable/innerFrom';\nimport { noop } from '../util/noop';\n\n/**\n * Emits the values emitted by the source Observable until a `notifier`\n * Observable emits a value.\n *\n * <span class=\"informal\">Lets values pass until a second Observable,\n * `notifier`, emits a value. Then, it completes.</span>\n *\n * ![](takeUntil.png)\n *\n * `takeUntil` subscribes and begins mirroring the source Observable. It also\n * monitors a second Observable, `notifier` that you provide. If the `notifier`\n * emits a value, the output Observable stops mirroring the source Observable\n * and completes. If the `notifier` doesn't emit any value and completes\n * then `takeUntil` will pass all values.\n *\n * ## Example\n *\n * Tick every second until the first click happens\n *\n * ```ts\n * import { interval, fromEvent, takeUntil } from 'rxjs';\n *\n * const source = interval(1000);\n * const clicks = fromEvent(document, 'click');\n * const result = source.pipe(takeUntil(clicks));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link take}\n * @see {@link takeLast}\n * @see {@link takeWhile}\n * @see {@link skip}\n *\n * @param {Observable} notifier The Observable whose first emitted value will\n * cause the output Observable of `takeUntil` to stop emitting values from the\n * source Observable.\n * @return A function that returns an Observable that emits the values from the\n * source Observable until `notifier` emits its first value.\n */\nexport function takeUntil<T>(notifier: ObservableInput<any>): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    innerFrom(notifier).subscribe(createOperatorSubscriber(subscriber, () => subscriber.complete(), noop));\n    !subscriber.closed && source.subscribe(subscriber);\n  });\n}\n", "import { OperatorFunction, MonoTypeOperatorFunction, TruthyTypesOf } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\n\nexport function takeWhile<T>(predicate: BooleanConstructor, inclusive: true): MonoTypeOperatorFunction<T>;\nexport function takeWhile<T>(predicate: BooleanConstructor, inclusive: false): OperatorFunction<T, TruthyTypesOf<T>>;\nexport function takeWhile<T>(predicate: BooleanConstructor): OperatorFunction<T, TruthyTypesOf<T>>;\nexport function takeWhile<T, S extends T>(predicate: (value: T, index: number) => value is S): OperatorFunction<T, S>;\nexport function takeWhile<T, S extends T>(predicate: (value: T, index: number) => value is S, inclusive: false): OperatorFunction<T, S>;\nexport function takeWhile<T>(predicate: (value: T, index: number) => boolean, inclusive?: boolean): MonoTypeOperatorFunction<T>;\n\n/**\n * Emits values emitted by the source Observable so long as each value satisfies\n * the given `predicate`, and then completes as soon as this `predicate` is not\n * satisfied.\n *\n * <span class=\"informal\">Takes values from the source only while they pass the\n * condition given. When the first value does not satisfy, it completes.</span>\n *\n * ![](takeWhile.png)\n *\n * `takeWhile` subscribes and begins mirroring the source Observable. Each value\n * emitted on the source is given to the `predicate` function which returns a\n * boolean, representing a condition to be satisfied by the source values. The\n * output Observable emits the source values until such time as the `predicate`\n * returns false, at which point `takeWhile` stops mirroring the source\n * Observable and completes the output Observable.\n *\n * ## Example\n *\n * Emit click events only while the clientX property is greater than 200\n *\n * ```ts\n * import { fromEvent, takeWhile } from 'rxjs';\n *\n * const clicks = fromEvent<PointerEvent>(document, 'click');\n * const result = clicks.pipe(takeWhile(ev => ev.clientX > 200));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link take}\n * @see {@link takeLast}\n * @see {@link takeUntil}\n * @see {@link skip}\n *\n * @param {function(value: T, index: number): boolean} predicate A function that\n * evaluates a value emitted by the source Observable and returns a boolean.\n * Also takes the (zero-based) index as the second argument.\n * @param {boolean} inclusive When set to `true` the value that caused\n * `predicate` to return `false` will also be emitted.\n * @return A function that returns an Observable that emits values from the\n * source Observable so long as each value satisfies the condition defined by\n * the `predicate`, then completes.\n */\nexport function takeWhile<T>(predicate: (value: T, index: number) => boolean, inclusive = false): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    let index = 0;\n    source.subscribe(\n      createOperatorSubscriber(subscriber, (value) => {\n        const result = predicate(value, index++);\n        (result || inclusive) && subscriber.next(value);\n        !result && subscriber.complete();\n      })\n    );\n  });\n}\n", "import { MonoTypeOperatorFunction, Observer } from '../types';\nimport { isFunction } from '../util/isFunction';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { identity } from '../util/identity';\n\n/**\n * An extension to the {@link Observer} interface used only by the {@link tap} operator.\n *\n * It provides a useful set of callbacks a user can register to do side-effects in\n * cases other than what the usual {@link Observer} callbacks are\n * ({@link guide/glossary-and-semantics#next next},\n * {@link guide/glossary-and-semantics#error error} and/or\n * {@link guide/glossary-and-semantics#complete complete}).\n *\n * ## Example\n *\n * ```ts\n * import { fromEvent, switchMap, tap, interval, take } from 'rxjs';\n *\n * const source$ = fromEvent(document, 'click');\n * const result$ = source$.pipe(\n *   switchMap((_, i) => i % 2 === 0\n *     ? fromEvent(document, 'mousemove').pipe(\n *         tap({\n *           subscribe: () => console.log('Subscribed to the mouse move events after click #' + i),\n *           unsubscribe: () => console.log('Mouse move events #' + i + ' unsubscribed'),\n *           finalize: () => console.log('Mouse move events #' + i + ' finalized')\n *         })\n *       )\n *     : interval(1_000).pipe(\n *         take(5),\n *         tap({\n *           subscribe: () => console.log('Subscribed to the 1-second interval events after click #' + i),\n *           unsubscribe: () => console.log('1-second interval events #' + i + ' unsubscribed'),\n *           finalize: () => console.log('1-second interval events #' + i + ' finalized')\n *         })\n *       )\n *   )\n * );\n *\n * const subscription = result$.subscribe({\n *   next: console.log\n * });\n *\n * setTimeout(() => {\n *   console.log('Unsubscribe after 60 seconds');\n *   subscription.unsubscribe();\n * }, 60_000);\n * ```\n */\nexport interface TapObserver<T> extends Observer<T> {\n  /**\n   * The callback that `tap` operator invokes at the moment when the source Observable\n   * gets subscribed to.\n   */\n  subscribe: () => void;\n  /**\n   * The callback that `tap` operator invokes when an explicit\n   * {@link guide/glossary-and-semantics#unsubscription unsubscribe} happens. It won't get invoked on\n   * `error` or `complete` events.\n   */\n  unsubscribe: () => void;\n  /**\n   * The callback that `tap` operator invokes when any kind of\n   * {@link guide/glossary-and-semantics#finalization finalization} happens - either when\n   * the source Observable `error`s or `complete`s or when it gets explicitly unsubscribed\n   * by the user. There is no difference in using this callback or the {@link finalize}\n   * operator, but if you're already using `tap` operator, you can use this callback\n   * instead. You'd get the same result in either case.\n   */\n  finalize: () => void;\n}\nexport function tap<T>(observerOrNext?: Partial<TapObserver<T>> | ((value: T) => void)): MonoTypeOperatorFunction<T>;\n/** @deprecated Instead of passing separate callback arguments, use an observer argument. Signatures taking separate callback arguments will be removed in v8. Details: https://rxjs.dev/deprecations/subscribe-arguments */\nexport function tap<T>(\n  next?: ((value: T) => void) | null,\n  error?: ((error: any) => void) | null,\n  complete?: (() => void) | null\n): MonoTypeOperatorFunction<T>;\n\n/**\n * Used to perform side-effects for notifications from the source observable\n *\n * <span class=\"informal\">Used when you want to affect outside state with a notification without altering the notification</span>\n *\n * ![](tap.png)\n *\n * Tap is designed to allow the developer a designated place to perform side effects. While you _could_ perform side-effects\n * inside of a `map` or a `mergeMap`, that would make their mapping functions impure, which isn't always a big deal, but will\n * make it so you can't do things like memoize those functions. The `tap` operator is designed solely for such side-effects to\n * help you remove side-effects from other operations.\n *\n * For any notification, next, error, or complete, `tap` will call the appropriate callback you have provided to it, via a function\n * reference, or a partial observer, then pass that notification down the stream.\n *\n * The observable returned by `tap` is an exact mirror of the source, with one exception: Any error that occurs -- synchronously -- in a handler\n * provided to `tap` will be emitted as an error from the returned observable.\n *\n * > Be careful! You can mutate objects as they pass through the `tap` operator's handlers.\n *\n * The most common use of `tap` is actually for debugging. You can place a `tap(console.log)` anywhere\n * in your observable `pipe`, log out the notifications as they are emitted by the source returned by the previous\n * operation.\n *\n * ## Examples\n *\n * Check a random number before it is handled. Below is an observable that will use a random number between 0 and 1,\n * and emit `'big'` or `'small'` depending on the size of that number. But we wanted to log what the original number\n * was, so we have added a `tap(console.log)`.\n *\n * ```ts\n * import { of, tap, map } from 'rxjs';\n *\n * of(Math.random()).pipe(\n *   tap(console.log),\n *   map(n => n > 0.5 ? 'big' : 'small')\n * ).subscribe(console.log);\n * ```\n *\n * Using `tap` to analyze a value and force an error. Below is an observable where in our system we only\n * want to emit numbers 3 or less we get from another source. We can force our observable to error\n * using `tap`.\n *\n * ```ts\n * import { of, tap } from 'rxjs';\n *\n * const source = of(1, 2, 3, 4, 5);\n *\n * source.pipe(\n *   tap(n => {\n *     if (n > 3) {\n *       throw new TypeError(`Value ${ n } is greater than 3`);\n *     }\n *   })\n * )\n * .subscribe({ next: console.log, error: err => console.log(err.message) });\n * ```\n *\n * We want to know when an observable completes before moving on to the next observable. The system\n * below will emit a random series of `'X'` characters from 3 different observables in sequence. The\n * only way we know when one observable completes and moves to the next one, in this case, is because\n * we have added a `tap` with the side effect of logging to console.\n *\n * ```ts\n * import { of, concatMap, interval, take, map, tap } from 'rxjs';\n *\n * of(1, 2, 3).pipe(\n *   concatMap(n => interval(1000).pipe(\n *     take(Math.round(Math.random() * 10)),\n *     map(() => 'X'),\n *     tap({ complete: () => console.log(`Done with ${ n }`) })\n *   ))\n * )\n * .subscribe(console.log);\n * ```\n *\n * @see {@link finalize}\n * @see {@link TapObserver}\n *\n * @param observerOrNext A next handler or partial observer\n * @param error An error handler\n * @param complete A completion handler\n * @return A function that returns an Observable identical to the source, but\n * runs the specified Observer or callback(s) for each item.\n */\nexport function tap<T>(\n  observerOrNext?: Partial<TapObserver<T>> | ((value: T) => void) | null,\n  error?: ((e: any) => void) | null,\n  complete?: (() => void) | null\n): MonoTypeOperatorFunction<T> {\n  // We have to check to see not only if next is a function,\n  // but if error or complete were passed. This is because someone\n  // could technically call tap like `tap(null, fn)` or `tap(null, null, fn)`.\n  const tapObserver =\n    isFunction(observerOrNext) || error || complete\n      ? // tslint:disable-next-line: no-object-literal-type-assertion\n        ({ next: observerOrNext as Exclude<typeof observerOrNext, Partial<TapObserver<T>>>, error, complete } as Partial<TapObserver<T>>)\n      : observerOrNext;\n\n  return tapObserver\n    ? operate((source, subscriber) => {\n        tapObserver.subscribe?.();\n        let isUnsub = true;\n        source.subscribe(\n          createOperatorSubscriber(\n            subscriber,\n            (value) => {\n              tapObserver.next?.(value);\n              subscriber.next(value);\n            },\n            () => {\n              isUnsub = false;\n              tapObserver.complete?.();\n              subscriber.complete();\n            },\n            (err) => {\n              isUnsub = false;\n              tapObserver.error?.(err);\n              subscriber.error(err);\n            },\n            () => {\n              if (isUnsub) {\n                tapObserver.unsubscribe?.();\n              }\n              tapObserver.finalize?.();\n            }\n          )\n        );\n      })\n    : // Tap was called with no valid tap observer or handler\n      // (e.g. `tap(null, null, null)` or `tap(null)` or `tap()`)\n      // so we're going to just mirror the source.\n      identity;\n}\n", "import { Subscription } from '../Subscription';\n\nimport { MonoTypeOperatorFunction, ObservableInput } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { innerFrom } from '../observable/innerFrom';\n\n/**\n * An object interface used by {@link throttle} or {@link throttleTime} that ensure\n * configuration options of these operators.\n *\n * @see {@link throttle}\n * @see {@link throttleTime}\n */\nexport interface ThrottleConfig {\n  /**\n   * If `true`, the resulting Observable will emit the first value from the source\n   * Observable at the **start** of the \"throttling\" process (when starting an\n   * internal timer that prevents other emissions from the source to pass through).\n   * If `false`, it will not emit the first value from the source Observable at the\n   * start of the \"throttling\" process.\n   *\n   * If not provided, defaults to: `true`.\n   */\n  leading?: boolean;\n  /**\n   * If `true`, the resulting Observable will emit the last value from the source\n   * Observable at the **end** of the \"throttling\" process (when ending an internal\n   * timer that prevents other emissions from the source to pass through).\n   * If `false`, it will not emit the last value from the source Observable at the\n   * end of the \"throttling\" process.\n   *\n   * If not provided, defaults to: `false`.\n   */\n  trailing?: boolean;\n}\n\n/**\n * Emits a value from the source Observable, then ignores subsequent source\n * values for a duration determined by another Observable, then repeats this\n * process.\n *\n * <span class=\"informal\">It's like {@link throttleTime}, but the silencing\n * duration is determined by a second Observable.</span>\n *\n * ![](throttle.svg)\n *\n * `throttle` emits the source Observable values on the output Observable\n * when its internal timer is disabled, and ignores source values when the timer\n * is enabled. Initially, the timer is disabled. As soon as the first source\n * value arrives, it is forwarded to the output Observable, and then the timer\n * is enabled by calling the `durationSelector` function with the source value,\n * which returns the \"duration\" Observable. When the duration Observable emits a\n * value, the timer is disabled, and this process repeats for the\n * next source value.\n *\n * ## Example\n *\n * Emit clicks at a rate of at most one click per second\n *\n * ```ts\n * import { fromEvent, throttle, interval } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(throttle(() => interval(1000)));\n *\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link audit}\n * @see {@link debounce}\n * @see {@link delayWhen}\n * @see {@link sample}\n * @see {@link throttleTime}\n *\n * @param durationSelector A function that receives a value from the source\n * Observable, for computing the silencing duration for each source value,\n * returned as an `ObservableInput`.\n * @param config A configuration object to define `leading` and `trailing`\n * behavior. Defaults to `{ leading: true, trailing: false }`.\n * @return A function that returns an Observable that performs the throttle\n * operation to limit the rate of emissions from the source.\n */\nexport function throttle<T>(durationSelector: (value: T) => ObservableInput<any>, config?: ThrottleConfig): MonoTypeOperatorFunction<T> {\n  return operate((source, subscriber) => {\n    const { leading = true, trailing = false } = config ?? {};\n    let hasValue = false;\n    let sendValue: T | null = null;\n    let throttled: Subscription | null = null;\n    let isComplete = false;\n\n    const endThrottling = () => {\n      throttled?.unsubscribe();\n      throttled = null;\n      if (trailing) {\n        send();\n        isComplete && subscriber.complete();\n      }\n    };\n\n    const cleanupThrottling = () => {\n      throttled = null;\n      isComplete && subscriber.complete();\n    };\n\n    const startThrottle = (value: T) =>\n      (throttled = innerFrom(durationSelector(value)).subscribe(createOperatorSubscriber(subscriber, endThrottling, cleanupThrottling)));\n\n    const send = () => {\n      if (hasValue) {\n        // Ensure we clear out our value and hasValue flag\n        // before we emit, otherwise reentrant code can cause\n        // issues here.\n        hasValue = false;\n        const value = sendValue!;\n        sendValue = null;\n        // Emit the value.\n        subscriber.next(value);\n        !isComplete && startThrottle(value);\n      }\n    };\n\n    source.subscribe(\n      createOperatorSubscriber(\n        subscriber,\n        // Regarding the presence of throttled.closed in the following\n        // conditions, if a synchronous duration selector is specified - weird,\n        // but legal - an already-closed subscription will be assigned to\n        // throttled, so the subscription's closed property needs to be checked,\n        // too.\n        (value) => {\n          hasValue = true;\n          sendValue = value;\n          !(throttled && !throttled.closed) && (leading ? send() : startThrottle(value));\n        },\n        () => {\n          isComplete = true;\n          !(trailing && hasValue && throttled && !throttled.closed) && subscriber.complete();\n        }\n      )\n    );\n  });\n}\n", "import { asyncScheduler } from '../scheduler/async';\nimport { throttle, ThrottleConfig } from './throttle';\nimport { MonoTypeOperatorFunction, SchedulerLike } from '../types';\nimport { timer } from '../observable/timer';\n\n/**\n * Emits a value from the source Observable, then ignores subsequent source\n * values for `duration` milliseconds, then repeats this process.\n *\n * <span class=\"informal\">Lets a value pass, then ignores source values for the\n * next `duration` milliseconds.</span>\n *\n * ![](throttleTime.png)\n *\n * `throttleTime` emits the source Observable values on the output Observable\n * when its internal timer is disabled, and ignores source values when the timer\n * is enabled. Initially, the timer is disabled. As soon as the first source\n * value arrives, it is forwarded to the output Observable, and then the timer\n * is enabled. After `duration` milliseconds (or the time unit determined\n * internally by the optional `scheduler`) has passed, the timer is disabled,\n * and this process repeats for the next source value. Optionally takes a\n * {@link SchedulerLike} for managing timers.\n *\n * ## Examples\n *\n * ### Limit click rate\n *\n * Emit clicks at a rate of at most one click per second\n *\n * ```ts\n * import { fromEvent, throttleTime } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const result = clicks.pipe(throttleTime(1000));\n *\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link auditTime}\n * @see {@link debounceTime}\n * @see {@link delay}\n * @see {@link sampleTime}\n * @see {@link throttle}\n *\n * @param duration Time to wait before emitting another value after\n * emitting the last value, measured in milliseconds or the time unit determined\n * internally by the optional `scheduler`.\n * @param scheduler The {@link SchedulerLike} to use for\n * managing the timers that handle the throttling. Defaults to {@link asyncScheduler}.\n * @param config A configuration object to define `leading` and\n * `trailing` behavior. Defaults to `{ leading: true, trailing: false }`.\n * @return A function that returns an Observable that performs the throttle\n * operation to limit the rate of emissions from the source.\n */\nexport function throttleTime<T>(\n  duration: number,\n  scheduler: SchedulerLike = asyncScheduler,\n  config?: ThrottleConfig\n): MonoTypeOperatorFunction<T> {\n  const duration$ = timer(duration, scheduler);\n  return throttle(() => duration$, config);\n}\n", "import { OperatorFunction, ObservableInputTuple } from '../types';\nimport { operate } from '../util/lift';\nimport { createOperatorSubscriber } from './OperatorSubscriber';\nimport { innerFrom } from '../observable/innerFrom';\nimport { identity } from '../util/identity';\nimport { noop } from '../util/noop';\nimport { popResultSelector } from '../util/args';\n\nexport function withLatestFrom<T, O extends unknown[]>(...inputs: [...ObservableInputTuple<O>]): OperatorFunction<T, [T, ...O]>;\n\nexport function withLatestFrom<T, O extends unknown[], R>(\n  ...inputs: [...ObservableInputTuple<O>, (...value: [T, ...O]) => R]\n): OperatorFunction<T, R>;\n\n/**\n * Combines the source Observable with other Observables to create an Observable\n * whose values are calculated from the latest values of each, only when the\n * source emits.\n *\n * <span class=\"informal\">Whenever the source Observable emits a value, it\n * computes a formula using that value plus the latest values from other input\n * Observables, then emits the output of that formula.</span>\n *\n * ![](withLatestFrom.png)\n *\n * `withLatestFrom` combines each value from the source Observable (the\n * instance) with the latest values from the other input Observables only when\n * the source emits a value, optionally using a `project` function to determine\n * the value to be emitted on the output Observable. All input Observables must\n * emit at least one value before the output Observable will emit a value.\n *\n * ## Example\n *\n * On every click event, emit an array with the latest timer event plus the click event\n *\n * ```ts\n * import { fromEvent, interval, withLatestFrom } from 'rxjs';\n *\n * const clicks = fromEvent(document, 'click');\n * const timer = interval(1000);\n * const result = clicks.pipe(withLatestFrom(timer));\n * result.subscribe(x => console.log(x));\n * ```\n *\n * @see {@link combineLatest}\n *\n * @param {ObservableInput} other An input Observable to combine with the source\n * Observable. More than one input Observables may be given as argument.\n * @param {Function} [project] Projection function for combining values\n * together. Receives all values in order of the Observables passed, where the\n * first parameter is a value from the source Observable. (e.g.\n * `a.pipe(withLatestFrom(b, c), map(([a1, b1, c1]) => a1 + b1 + c1))`). If this is not\n * passed, arrays will be emitted on the output Observable.\n * @return A function that returns an Observable of projected values from the\n * most recent values from each input Observable, or an array of the most\n * recent values from each input Observable.\n */\nexport function withLatestFrom<T, R>(...inputs: any[]): OperatorFunction<T, R | any[]> {\n  const project = popResultSelector(inputs) as ((...args: any[]) => R) | undefined;\n\n  return operate((source, subscriber) => {\n    const len = inputs.length;\n    const otherValues = new Array(len);\n    // An array of whether or not the other sources have emitted. Matched with them by index.\n    // TODO: At somepoint, we should investigate the performance implications here, and look\n    // into using a `Set()` and checking the `size` to see if we're ready.\n    let hasValue = inputs.map(() => false);\n    // Flipped true when we have at least one value from all other sources and\n    // we are ready to start emitting values.\n    let ready = false;\n\n    // Other sources. Note that here we are not checking `subscriber.closed`,\n    // this causes all inputs to be subscribed to, even if nothing can be emitted\n    // from them. This is an important distinction because subscription constitutes\n    // a side-effect.\n    for (let i = 0; i < len; i++) {\n      innerFrom(inputs[i]).subscribe(\n        createOperatorSubscriber(\n          subscriber,\n          (value) => {\n            otherValues[i] = value;\n            if (!ready && !hasValue[i]) {\n              // If we're not ready yet, flag to show this observable has emitted.\n              hasValue[i] = true;\n              // Intentionally terse code.\n              // If all of our other observables have emitted, set `ready` to `true`,\n              // so we know we can start emitting values, then clean up the `hasValue` array,\n              // because we don't need it anymore.\n              (ready = hasValue.every(identity)) && (hasValue = null!);\n            }\n          },\n          // Completing one of the other sources has\n          // no bearing on the completion of our result.\n          noop\n        )\n      );\n    }\n\n    // Source subscription\n    source.subscribe(\n      createOperatorSubscriber(subscriber, (value) => {\n        if (ready) {\n          // We have at least one value from the other sources. Go ahead and emit.\n          const values = [value, ...otherValues];\n          subscriber.next(project ? project(...values) : values);\n        }\n      })\n    );\n  });\n}\n", "import { zip as zipStatic } from '../observable/zip';\nimport { ObservableInput, ObservableInputTuple, OperatorFunction, Cons } from '../types';\nimport { operate } from '../util/lift';\n\n/** @deprecated Replaced with {@link zipWith}. Will be removed in v8. */\nexport function zip<T, A extends readonly unknown[]>(otherInputs: [...ObservableInputTuple<A>]): OperatorFunction<T, Cons<T, A>>;\n/** @deprecated Replaced with {@link zipWith}. Will be removed in v8. */\nexport function zip<T, A extends readonly unknown[], R>(\n  otherInputsAndProject: [...ObservableInputTuple<A>],\n  project: (...values: Cons<T, A>) => R\n): OperatorFunction<T, R>;\n/** @deprecated Replaced with {@link zipWith}. Will be removed in v8. */\nexport function zip<T, A extends readonly unknown[]>(...otherInputs: [...ObservableInputTuple<A>]): OperatorFunction<T, Cons<T, A>>;\n/** @deprecated Replaced with {@link zipWith}. Will be removed in v8. */\nexport function zip<T, A extends readonly unknown[], R>(\n  ...otherInputsAndProject: [...ObservableInputTuple<A>, (...values: Cons<T, A>) => R]\n): OperatorFunction<T, R>;\n\n/**\n * @deprecated Replaced with {@link zipWith}. Will be removed in v8.\n */\nexport function zip<T, R>(...sources: Array<ObservableInput<any> | ((...values: Array<any>) => R)>): OperatorFunction<T, any> {\n  return operate((source, subscriber) => {\n    zipStatic(source as ObservableInput<any>, ...(sources as Array<ObservableInput<any>>)).subscribe(subscriber);\n  });\n}\n", "import { ObservableInputTuple, OperatorFunction, Cons } from '../types';\nimport { zip } from './zip';\n\n/**\n * Subscribes to the source, and the observable inputs provided as arguments, and combines their values, by index, into arrays.\n *\n * What is meant by \"combine by index\": The first value from each will be made into a single array, then emitted,\n * then the second value from each will be combined into a single array and emitted, then the third value\n * from each will be combined into a single array and emitted, and so on.\n *\n * This will continue until it is no longer able to combine values of the same index into an array.\n *\n * After the last value from any one completed source is emitted in an array, the resulting observable will complete,\n * as there is no way to continue \"zipping\" values together by index.\n *\n * Use-cases for this operator are limited. There are memory concerns if one of the streams is emitting\n * values at a much faster rate than the others. Usage should likely be limited to streams that emit\n * at a similar pace, or finite streams of known length.\n *\n * In many cases, authors want `combineLatestWith` and not `zipWith`.\n *\n * @param otherInputs other observable inputs to collate values from.\n * @return A function that returns an Observable that emits items by index\n * combined from the source Observable and provided Observables, in form of an\n * array.\n */\nexport function zipWith<T, A extends readonly unknown[]>(...otherInputs: [...ObservableInputTuple<A>]): OperatorFunction<T, Cons<T, A>> {\n  return zip(...otherInputs);\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  ReplaySubject,\n  Subject,\n  fromEvent\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch document\n *\n * Documents are implemented as subjects, so all downstream observables are\n * automatically updated when a new document is emitted.\n *\n * @returns Document subject\n */\nexport function watchDocument(): Subject<Document> {\n  const document$ = new ReplaySubject<Document>(1)\n  fromEvent(document, \"DOMContentLoaded\", { once: true })\n    .subscribe(() => document$.next(document))\n\n  /* Return document */\n  return document$\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve all elements matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Elements\n */\nexport function getElements<T extends keyof HTMLElementTagNameMap>(\n  selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T][]\n\nexport function getElements<T extends HTMLElement>(\n  selector: string, node?: ParentNode\n): T[]\n\nexport function getElements<T extends HTMLElement>(\n  selector: string, node: ParentNode = document\n): T[] {\n  return Array.from(node.querySelectorAll<T>(selector))\n}\n\n/**\n * Retrieve an element matching a query selector or throw a reference error\n *\n * Note that this function assumes that the element is present. If unsure if an\n * element is existent, use the `getOptionalElement` function instead.\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element\n */\nexport function getElement<T extends keyof HTMLElementTagNameMap>(\n  selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T]\n\nexport function getElement<T extends HTMLElement>(\n  selector: string, node?: ParentNode\n): T\n\nexport function getElement<T extends HTMLElement>(\n  selector: string, node: ParentNode = document\n): T {\n  const el = getOptionalElement<T>(selector, node)\n  if (typeof el === \"undefined\")\n    throw new ReferenceError(\n      `Missing element: expected \"${selector}\" to be present`\n    )\n\n  /* Return element */\n  return el\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Retrieve an optional element matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element or nothing\n */\nexport function getOptionalElement<T extends keyof HTMLElementTagNameMap>(\n  selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T] | undefined\n\nexport function getOptionalElement<T extends HTMLElement>(\n  selector: string, node?: ParentNode\n): T | undefined\n\nexport function getOptionalElement<T extends HTMLElement>(\n  selector: string, node: ParentNode = document\n): T | undefined {\n  return node.querySelector<T>(selector) || undefined\n}\n\n/**\n * Retrieve the currently active element\n *\n * @returns Element or nothing\n */\nexport function getActiveElement(): HTMLElement | undefined {\n  return document.activeElement instanceof HTMLElement\n    ? document.activeElement || undefined\n    : undefined\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  debounceTime,\n  distinctUntilChanged,\n  fromEvent,\n  map,\n  merge,\n  startWith\n} from \"rxjs\"\n\nimport { getActiveElement } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch element focus\n *\n * Previously, this function used `focus` and `blur` events to determine whether\n * an element is focused, but this doesn't work if there are focusable elements\n * within the elements itself. A better solutions are `focusin` and `focusout`\n * events, which bubble up the tree and allow for more fine-grained control.\n *\n * `debounceTime` is necessary, because when a focus change happens inside an\n * element, the observable would first emit `false` and then `true` again.\n *\n * @param el - Element\n *\n * @returns Element focus observable\n */\nexport function watchElementFocus(\n  el: HTMLElement\n): Observable<boolean> {\n  return merge(\n    fromEvent(document.body, \"focusin\"),\n    fromEvent(document.body, \"focusout\")\n  )\n    .pipe(\n      debounceTime(1),\n      map(() => {\n        const active = getActiveElement()\n        return typeof active !== \"undefined\"\n          ? el.contains(active)\n          : false\n      }),\n      startWith(el === getActiveElement()),\n      distinctUntilChanged()\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  animationFrameScheduler,\n  auditTime,\n  fromEvent,\n  map,\n  merge,\n  startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Element offset\n */\nexport interface ElementOffset {\n  x: number                            /* Horizontal offset */\n  y: number                            /* Vertical offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element offset\n *\n * @param el - Element\n *\n * @returns Element offset\n */\nexport function getElementOffset(\n  el: HTMLElement\n): ElementOffset {\n  return {\n    x: el.offsetLeft,\n    y: el.offsetTop\n  }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element offset\n *\n * @param el - Element\n *\n * @returns Element offset observable\n */\nexport function watchElementOffset(\n  el: HTMLElement\n): Observable<ElementOffset> {\n  return merge(\n    fromEvent(window, \"load\"),\n    fromEvent(window, \"resize\")\n  )\n    .pipe(\n      auditTime(0, animationFrameScheduler),\n      map(() => getElementOffset(el)),\n      startWith(getElementOffset(el))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  animationFrameScheduler,\n  auditTime,\n  fromEvent,\n  map,\n  merge,\n  startWith\n} from \"rxjs\"\n\nimport { ElementOffset } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element content offset (= scroll offset)\n *\n * @param el - Element\n *\n * @returns Element content offset\n */\nexport function getElementContentOffset(\n  el: HTMLElement\n): ElementOffset {\n  return {\n    x: el.scrollLeft,\n    y: el.scrollTop\n  }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element content offset\n *\n * @param el - Element\n *\n * @returns Element content offset observable\n */\nexport function watchElementContentOffset(\n  el: HTMLElement\n): Observable<ElementOffset> {\n  return merge(\n    fromEvent(el, \"scroll\"),\n    fromEvent(window, \"resize\")\n  )\n    .pipe(\n      auditTime(0, animationFrameScheduler),\n      map(() => getElementContentOffset(el)),\n      startWith(getElementContentOffset(el))\n    )\n}\n", "/**\r\n * A collection of shims that provide minimal functionality of the ES6 collections.\r\n *\r\n * These implementations are not meant to be used outside of the ResizeObserver\r\n * modules as they cover only a limited range of use cases.\r\n */\r\n/* eslint-disable require-jsdoc, valid-jsdoc */\r\nvar MapShim = (function () {\r\n    if (typeof Map !== 'undefined') {\r\n        return Map;\r\n    }\r\n    /**\r\n     * Returns index in provided array that matches the specified key.\r\n     *\r\n     * @param {Array<Array>} arr\r\n     * @param {*} key\r\n     * @returns {number}\r\n     */\r\n    function getIndex(arr, key) {\r\n        var result = -1;\r\n        arr.some(function (entry, index) {\r\n            if (entry[0] === key) {\r\n                result = index;\r\n                return true;\r\n            }\r\n            return false;\r\n        });\r\n        return result;\r\n    }\r\n    return /** @class */ (function () {\r\n        function class_1() {\r\n            this.__entries__ = [];\r\n        }\r\n        Object.defineProperty(class_1.prototype, \"size\", {\r\n            /**\r\n             * @returns {boolean}\r\n             */\r\n            get: function () {\r\n                return this.__entries__.length;\r\n            },\r\n            enumerable: true,\r\n            configurable: true\r\n        });\r\n        /**\r\n         * @param {*} key\r\n         * @returns {*}\r\n         */\r\n        class_1.prototype.get = function (key) {\r\n            var index = getIndex(this.__entries__, key);\r\n            var entry = this.__entries__[index];\r\n            return entry && entry[1];\r\n        };\r\n        /**\r\n         * @param {*} key\r\n         * @param {*} value\r\n         * @returns {void}\r\n         */\r\n        class_1.prototype.set = function (key, value) {\r\n            var index = getIndex(this.__entries__, key);\r\n            if (~index) {\r\n                this.__entries__[index][1] = value;\r\n            }\r\n            else {\r\n                this.__entries__.push([key, value]);\r\n            }\r\n        };\r\n        /**\r\n         * @param {*} key\r\n         * @returns {void}\r\n         */\r\n        class_1.prototype.delete = function (key) {\r\n            var entries = this.__entries__;\r\n            var index = getIndex(entries, key);\r\n            if (~index) {\r\n                entries.splice(index, 1);\r\n            }\r\n        };\r\n        /**\r\n         * @param {*} key\r\n         * @returns {void}\r\n         */\r\n        class_1.prototype.has = function (key) {\r\n            return !!~getIndex(this.__entries__, key);\r\n        };\r\n        /**\r\n         * @returns {void}\r\n         */\r\n        class_1.prototype.clear = function () {\r\n            this.__entries__.splice(0);\r\n        };\r\n        /**\r\n         * @param {Function} callback\r\n         * @param {*} [ctx=null]\r\n         * @returns {void}\r\n         */\r\n        class_1.prototype.forEach = function (callback, ctx) {\r\n            if (ctx === void 0) { ctx = null; }\r\n            for (var _i = 0, _a = this.__entries__; _i < _a.length; _i++) {\r\n                var entry = _a[_i];\r\n                callback.call(ctx, entry[1], entry[0]);\r\n            }\r\n        };\r\n        return class_1;\r\n    }());\r\n})();\n\n/**\r\n * Detects whether window and document objects are available in current environment.\r\n */\r\nvar isBrowser = typeof window !== 'undefined' && typeof document !== 'undefined' && window.document === document;\n\n// Returns global object of a current environment.\r\nvar global$1 = (function () {\r\n    if (typeof global !== 'undefined' && global.Math === Math) {\r\n        return global;\r\n    }\r\n    if (typeof self !== 'undefined' && self.Math === Math) {\r\n        return self;\r\n    }\r\n    if (typeof window !== 'undefined' && window.Math === Math) {\r\n        return window;\r\n    }\r\n    // eslint-disable-next-line no-new-func\r\n    return Function('return this')();\r\n})();\n\n/**\r\n * A shim for the requestAnimationFrame which falls back to the setTimeout if\r\n * first one is not supported.\r\n *\r\n * @returns {number} Requests' identifier.\r\n */\r\nvar requestAnimationFrame$1 = (function () {\r\n    if (typeof requestAnimationFrame === 'function') {\r\n        // It's required to use a bounded function because IE sometimes throws\r\n        // an \"Invalid calling object\" error if rAF is invoked without the global\r\n        // object on the left hand side.\r\n        return requestAnimationFrame.bind(global$1);\r\n    }\r\n    return function (callback) { return setTimeout(function () { return callback(Date.now()); }, 1000 / 60); };\r\n})();\n\n// Defines minimum timeout before adding a trailing call.\r\nvar trailingTimeout = 2;\r\n/**\r\n * Creates a wrapper function which ensures that provided callback will be\r\n * invoked only once during the specified delay period.\r\n *\r\n * @param {Function} callback - Function to be invoked after the delay period.\r\n * @param {number} delay - Delay after which to invoke callback.\r\n * @returns {Function}\r\n */\r\nfunction throttle (callback, delay) {\r\n    var leadingCall = false, trailingCall = false, lastCallTime = 0;\r\n    /**\r\n     * Invokes the original callback function and schedules new invocation if\r\n     * the \"proxy\" was called during current request.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    function resolvePending() {\r\n        if (leadingCall) {\r\n            leadingCall = false;\r\n            callback();\r\n        }\r\n        if (trailingCall) {\r\n            proxy();\r\n        }\r\n    }\r\n    /**\r\n     * Callback invoked after the specified delay. It will further postpone\r\n     * invocation of the original function delegating it to the\r\n     * requestAnimationFrame.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    function timeoutCallback() {\r\n        requestAnimationFrame$1(resolvePending);\r\n    }\r\n    /**\r\n     * Schedules invocation of the original function.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    function proxy() {\r\n        var timeStamp = Date.now();\r\n        if (leadingCall) {\r\n            // Reject immediately following calls.\r\n            if (timeStamp - lastCallTime < trailingTimeout) {\r\n                return;\r\n            }\r\n            // Schedule new call to be in invoked when the pending one is resolved.\r\n            // This is important for \"transitions\" which never actually start\r\n            // immediately so there is a chance that we might miss one if change\r\n            // happens amids the pending invocation.\r\n            trailingCall = true;\r\n        }\r\n        else {\r\n            leadingCall = true;\r\n            trailingCall = false;\r\n            setTimeout(timeoutCallback, delay);\r\n        }\r\n        lastCallTime = timeStamp;\r\n    }\r\n    return proxy;\r\n}\n\n// Minimum delay before invoking the update of observers.\r\nvar REFRESH_DELAY = 20;\r\n// A list of substrings of CSS properties used to find transition events that\r\n// might affect dimensions of observed elements.\r\nvar transitionKeys = ['top', 'right', 'bottom', 'left', 'width', 'height', 'size', 'weight'];\r\n// Check if MutationObserver is available.\r\nvar mutationObserverSupported = typeof MutationObserver !== 'undefined';\r\n/**\r\n * Singleton controller class which handles updates of ResizeObserver instances.\r\n */\r\nvar ResizeObserverController = /** @class */ (function () {\r\n    /**\r\n     * Creates a new instance of ResizeObserverController.\r\n     *\r\n     * @private\r\n     */\r\n    function ResizeObserverController() {\r\n        /**\r\n         * Indicates whether DOM listeners have been added.\r\n         *\r\n         * @private {boolean}\r\n         */\r\n        this.connected_ = false;\r\n        /**\r\n         * Tells that controller has subscribed for Mutation Events.\r\n         *\r\n         * @private {boolean}\r\n         */\r\n        this.mutationEventsAdded_ = false;\r\n        /**\r\n         * Keeps reference to the instance of MutationObserver.\r\n         *\r\n         * @private {MutationObserver}\r\n         */\r\n        this.mutationsObserver_ = null;\r\n        /**\r\n         * A list of connected observers.\r\n         *\r\n         * @private {Array<ResizeObserverSPI>}\r\n         */\r\n        this.observers_ = [];\r\n        this.onTransitionEnd_ = this.onTransitionEnd_.bind(this);\r\n        this.refresh = throttle(this.refresh.bind(this), REFRESH_DELAY);\r\n    }\r\n    /**\r\n     * Adds observer to observers list.\r\n     *\r\n     * @param {ResizeObserverSPI} observer - Observer to be added.\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverController.prototype.addObserver = function (observer) {\r\n        if (!~this.observers_.indexOf(observer)) {\r\n            this.observers_.push(observer);\r\n        }\r\n        // Add listeners if they haven't been added yet.\r\n        if (!this.connected_) {\r\n            this.connect_();\r\n        }\r\n    };\r\n    /**\r\n     * Removes observer from observers list.\r\n     *\r\n     * @param {ResizeObserverSPI} observer - Observer to be removed.\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverController.prototype.removeObserver = function (observer) {\r\n        var observers = this.observers_;\r\n        var index = observers.indexOf(observer);\r\n        // Remove observer if it's present in registry.\r\n        if (~index) {\r\n            observers.splice(index, 1);\r\n        }\r\n        // Remove listeners if controller has no connected observers.\r\n        if (!observers.length && this.connected_) {\r\n            this.disconnect_();\r\n        }\r\n    };\r\n    /**\r\n     * Invokes the update of observers. It will continue running updates insofar\r\n     * it detects changes.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverController.prototype.refresh = function () {\r\n        var changesDetected = this.updateObservers_();\r\n        // Continue running updates if changes have been detected as there might\r\n        // be future ones caused by CSS transitions.\r\n        if (changesDetected) {\r\n            this.refresh();\r\n        }\r\n    };\r\n    /**\r\n     * Updates every observer from observers list and notifies them of queued\r\n     * entries.\r\n     *\r\n     * @private\r\n     * @returns {boolean} Returns \"true\" if any observer has detected changes in\r\n     *      dimensions of it's elements.\r\n     */\r\n    ResizeObserverController.prototype.updateObservers_ = function () {\r\n        // Collect observers that have active observations.\r\n        var activeObservers = this.observers_.filter(function (observer) {\r\n            return observer.gatherActive(), observer.hasActive();\r\n        });\r\n        // Deliver notifications in a separate cycle in order to avoid any\r\n        // collisions between observers, e.g. when multiple instances of\r\n        // ResizeObserver are tracking the same element and the callback of one\r\n        // of them changes content dimensions of the observed target. Sometimes\r\n        // this may result in notifications being blocked for the rest of observers.\r\n        activeObservers.forEach(function (observer) { return observer.broadcastActive(); });\r\n        return activeObservers.length > 0;\r\n    };\r\n    /**\r\n     * Initializes DOM listeners.\r\n     *\r\n     * @private\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverController.prototype.connect_ = function () {\r\n        // Do nothing if running in a non-browser environment or if listeners\r\n        // have been already added.\r\n        if (!isBrowser || this.connected_) {\r\n            return;\r\n        }\r\n        // Subscription to the \"Transitionend\" event is used as a workaround for\r\n        // delayed transitions. This way it's possible to capture at least the\r\n        // final state of an element.\r\n        document.addEventListener('transitionend', this.onTransitionEnd_);\r\n        window.addEventListener('resize', this.refresh);\r\n        if (mutationObserverSupported) {\r\n            this.mutationsObserver_ = new MutationObserver(this.refresh);\r\n            this.mutationsObserver_.observe(document, {\r\n                attributes: true,\r\n                childList: true,\r\n                characterData: true,\r\n                subtree: true\r\n            });\r\n        }\r\n        else {\r\n            document.addEventListener('DOMSubtreeModified', this.refresh);\r\n            this.mutationEventsAdded_ = true;\r\n        }\r\n        this.connected_ = true;\r\n    };\r\n    /**\r\n     * Removes DOM listeners.\r\n     *\r\n     * @private\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverController.prototype.disconnect_ = function () {\r\n        // Do nothing if running in a non-browser environment or if listeners\r\n        // have been already removed.\r\n        if (!isBrowser || !this.connected_) {\r\n            return;\r\n        }\r\n        document.removeEventListener('transitionend', this.onTransitionEnd_);\r\n        window.removeEventListener('resize', this.refresh);\r\n        if (this.mutationsObserver_) {\r\n            this.mutationsObserver_.disconnect();\r\n        }\r\n        if (this.mutationEventsAdded_) {\r\n            document.removeEventListener('DOMSubtreeModified', this.refresh);\r\n        }\r\n        this.mutationsObserver_ = null;\r\n        this.mutationEventsAdded_ = false;\r\n        this.connected_ = false;\r\n    };\r\n    /**\r\n     * \"Transitionend\" event handler.\r\n     *\r\n     * @private\r\n     * @param {TransitionEvent} event\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverController.prototype.onTransitionEnd_ = function (_a) {\r\n        var _b = _a.propertyName, propertyName = _b === void 0 ? '' : _b;\r\n        // Detect whether transition may affect dimensions of an element.\r\n        var isReflowProperty = transitionKeys.some(function (key) {\r\n            return !!~propertyName.indexOf(key);\r\n        });\r\n        if (isReflowProperty) {\r\n            this.refresh();\r\n        }\r\n    };\r\n    /**\r\n     * Returns instance of the ResizeObserverController.\r\n     *\r\n     * @returns {ResizeObserverController}\r\n     */\r\n    ResizeObserverController.getInstance = function () {\r\n        if (!this.instance_) {\r\n            this.instance_ = new ResizeObserverController();\r\n        }\r\n        return this.instance_;\r\n    };\r\n    /**\r\n     * Holds reference to the controller's instance.\r\n     *\r\n     * @private {ResizeObserverController}\r\n     */\r\n    ResizeObserverController.instance_ = null;\r\n    return ResizeObserverController;\r\n}());\n\n/**\r\n * Defines non-writable/enumerable properties of the provided target object.\r\n *\r\n * @param {Object} target - Object for which to define properties.\r\n * @param {Object} props - Properties to be defined.\r\n * @returns {Object} Target object.\r\n */\r\nvar defineConfigurable = (function (target, props) {\r\n    for (var _i = 0, _a = Object.keys(props); _i < _a.length; _i++) {\r\n        var key = _a[_i];\r\n        Object.defineProperty(target, key, {\r\n            value: props[key],\r\n            enumerable: false,\r\n            writable: false,\r\n            configurable: true\r\n        });\r\n    }\r\n    return target;\r\n});\n\n/**\r\n * Returns the global object associated with provided element.\r\n *\r\n * @param {Object} target\r\n * @returns {Object}\r\n */\r\nvar getWindowOf = (function (target) {\r\n    // Assume that the element is an instance of Node, which means that it\r\n    // has the \"ownerDocument\" property from which we can retrieve a\r\n    // corresponding global object.\r\n    var ownerGlobal = target && target.ownerDocument && target.ownerDocument.defaultView;\r\n    // Return the local global object if it's not possible extract one from\r\n    // provided element.\r\n    return ownerGlobal || global$1;\r\n});\n\n// Placeholder of an empty content rectangle.\r\nvar emptyRect = createRectInit(0, 0, 0, 0);\r\n/**\r\n * Converts provided string to a number.\r\n *\r\n * @param {number|string} value\r\n * @returns {number}\r\n */\r\nfunction toFloat(value) {\r\n    return parseFloat(value) || 0;\r\n}\r\n/**\r\n * Extracts borders size from provided styles.\r\n *\r\n * @param {CSSStyleDeclaration} styles\r\n * @param {...string} positions - Borders positions (top, right, ...)\r\n * @returns {number}\r\n */\r\nfunction getBordersSize(styles) {\r\n    var positions = [];\r\n    for (var _i = 1; _i < arguments.length; _i++) {\r\n        positions[_i - 1] = arguments[_i];\r\n    }\r\n    return positions.reduce(function (size, position) {\r\n        var value = styles['border-' + position + '-width'];\r\n        return size + toFloat(value);\r\n    }, 0);\r\n}\r\n/**\r\n * Extracts paddings sizes from provided styles.\r\n *\r\n * @param {CSSStyleDeclaration} styles\r\n * @returns {Object} Paddings box.\r\n */\r\nfunction getPaddings(styles) {\r\n    var positions = ['top', 'right', 'bottom', 'left'];\r\n    var paddings = {};\r\n    for (var _i = 0, positions_1 = positions; _i < positions_1.length; _i++) {\r\n        var position = positions_1[_i];\r\n        var value = styles['padding-' + position];\r\n        paddings[position] = toFloat(value);\r\n    }\r\n    return paddings;\r\n}\r\n/**\r\n * Calculates content rectangle of provided SVG element.\r\n *\r\n * @param {SVGGraphicsElement} target - Element content rectangle of which needs\r\n *      to be calculated.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getSVGContentRect(target) {\r\n    var bbox = target.getBBox();\r\n    return createRectInit(0, 0, bbox.width, bbox.height);\r\n}\r\n/**\r\n * Calculates content rectangle of provided HTMLElement.\r\n *\r\n * @param {HTMLElement} target - Element for which to calculate the content rectangle.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getHTMLElementContentRect(target) {\r\n    // Client width & height properties can't be\r\n    // used exclusively as they provide rounded values.\r\n    var clientWidth = target.clientWidth, clientHeight = target.clientHeight;\r\n    // By this condition we can catch all non-replaced inline, hidden and\r\n    // detached elements. Though elements with width & height properties less\r\n    // than 0.5 will be discarded as well.\r\n    //\r\n    // Without it we would need to implement separate methods for each of\r\n    // those cases and it's not possible to perform a precise and performance\r\n    // effective test for hidden elements. E.g. even jQuery's ':visible' filter\r\n    // gives wrong results for elements with width & height less than 0.5.\r\n    if (!clientWidth && !clientHeight) {\r\n        return emptyRect;\r\n    }\r\n    var styles = getWindowOf(target).getComputedStyle(target);\r\n    var paddings = getPaddings(styles);\r\n    var horizPad = paddings.left + paddings.right;\r\n    var vertPad = paddings.top + paddings.bottom;\r\n    // Computed styles of width & height are being used because they are the\r\n    // only dimensions available to JS that contain non-rounded values. It could\r\n    // be possible to utilize the getBoundingClientRect if only it's data wasn't\r\n    // affected by CSS transformations let alone paddings, borders and scroll bars.\r\n    var width = toFloat(styles.width), height = toFloat(styles.height);\r\n    // Width & height include paddings and borders when the 'border-box' box\r\n    // model is applied (except for IE).\r\n    if (styles.boxSizing === 'border-box') {\r\n        // Following conditions are required to handle Internet Explorer which\r\n        // doesn't include paddings and borders to computed CSS dimensions.\r\n        //\r\n        // We can say that if CSS dimensions + paddings are equal to the \"client\"\r\n        // properties then it's either IE, and thus we don't need to subtract\r\n        // anything, or an element merely doesn't have paddings/borders styles.\r\n        if (Math.round(width + horizPad) !== clientWidth) {\r\n            width -= getBordersSize(styles, 'left', 'right') + horizPad;\r\n        }\r\n        if (Math.round(height + vertPad) !== clientHeight) {\r\n            height -= getBordersSize(styles, 'top', 'bottom') + vertPad;\r\n        }\r\n    }\r\n    // Following steps can't be applied to the document's root element as its\r\n    // client[Width/Height] properties represent viewport area of the window.\r\n    // Besides, it's as well not necessary as the <html> itself neither has\r\n    // rendered scroll bars nor it can be clipped.\r\n    if (!isDocumentElement(target)) {\r\n        // In some browsers (only in Firefox, actually) CSS width & height\r\n        // include scroll bars size which can be removed at this step as scroll\r\n        // bars are the only difference between rounded dimensions + paddings\r\n        // and \"client\" properties, though that is not always true in Chrome.\r\n        var vertScrollbar = Math.round(width + horizPad) - clientWidth;\r\n        var horizScrollbar = Math.round(height + vertPad) - clientHeight;\r\n        // Chrome has a rather weird rounding of \"client\" properties.\r\n        // E.g. for an element with content width of 314.2px it sometimes gives\r\n        // the client width of 315px and for the width of 314.7px it may give\r\n        // 314px. And it doesn't happen all the time. So just ignore this delta\r\n        // as a non-relevant.\r\n        if (Math.abs(vertScrollbar) !== 1) {\r\n            width -= vertScrollbar;\r\n        }\r\n        if (Math.abs(horizScrollbar) !== 1) {\r\n            height -= horizScrollbar;\r\n        }\r\n    }\r\n    return createRectInit(paddings.left, paddings.top, width, height);\r\n}\r\n/**\r\n * Checks whether provided element is an instance of the SVGGraphicsElement.\r\n *\r\n * @param {Element} target - Element to be checked.\r\n * @returns {boolean}\r\n */\r\nvar isSVGGraphicsElement = (function () {\r\n    // Some browsers, namely IE and Edge, don't have the SVGGraphicsElement\r\n    // interface.\r\n    if (typeof SVGGraphicsElement !== 'undefined') {\r\n        return function (target) { return target instanceof getWindowOf(target).SVGGraphicsElement; };\r\n    }\r\n    // If it's so, then check that element is at least an instance of the\r\n    // SVGElement and that it has the \"getBBox\" method.\r\n    // eslint-disable-next-line no-extra-parens\r\n    return function (target) { return (target instanceof getWindowOf(target).SVGElement &&\r\n        typeof target.getBBox === 'function'); };\r\n})();\r\n/**\r\n * Checks whether provided element is a document element (<html>).\r\n *\r\n * @param {Element} target - Element to be checked.\r\n * @returns {boolean}\r\n */\r\nfunction isDocumentElement(target) {\r\n    return target === getWindowOf(target).document.documentElement;\r\n}\r\n/**\r\n * Calculates an appropriate content rectangle for provided html or svg element.\r\n *\r\n * @param {Element} target - Element content rectangle of which needs to be calculated.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction getContentRect(target) {\r\n    if (!isBrowser) {\r\n        return emptyRect;\r\n    }\r\n    if (isSVGGraphicsElement(target)) {\r\n        return getSVGContentRect(target);\r\n    }\r\n    return getHTMLElementContentRect(target);\r\n}\r\n/**\r\n * Creates rectangle with an interface of the DOMRectReadOnly.\r\n * Spec: https://drafts.fxtf.org/geometry/#domrectreadonly\r\n *\r\n * @param {DOMRectInit} rectInit - Object with rectangle's x/y coordinates and dimensions.\r\n * @returns {DOMRectReadOnly}\r\n */\r\nfunction createReadOnlyRect(_a) {\r\n    var x = _a.x, y = _a.y, width = _a.width, height = _a.height;\r\n    // If DOMRectReadOnly is available use it as a prototype for the rectangle.\r\n    var Constr = typeof DOMRectReadOnly !== 'undefined' ? DOMRectReadOnly : Object;\r\n    var rect = Object.create(Constr.prototype);\r\n    // Rectangle's properties are not writable and non-enumerable.\r\n    defineConfigurable(rect, {\r\n        x: x, y: y, width: width, height: height,\r\n        top: y,\r\n        right: x + width,\r\n        bottom: height + y,\r\n        left: x\r\n    });\r\n    return rect;\r\n}\r\n/**\r\n * Creates DOMRectInit object based on the provided dimensions and the x/y coordinates.\r\n * Spec: https://drafts.fxtf.org/geometry/#dictdef-domrectinit\r\n *\r\n * @param {number} x - X coordinate.\r\n * @param {number} y - Y coordinate.\r\n * @param {number} width - Rectangle's width.\r\n * @param {number} height - Rectangle's height.\r\n * @returns {DOMRectInit}\r\n */\r\nfunction createRectInit(x, y, width, height) {\r\n    return { x: x, y: y, width: width, height: height };\r\n}\n\n/**\r\n * Class that is responsible for computations of the content rectangle of\r\n * provided DOM element and for keeping track of it's changes.\r\n */\r\nvar ResizeObservation = /** @class */ (function () {\r\n    /**\r\n     * Creates an instance of ResizeObservation.\r\n     *\r\n     * @param {Element} target - Element to be observed.\r\n     */\r\n    function ResizeObservation(target) {\r\n        /**\r\n         * Broadcasted width of content rectangle.\r\n         *\r\n         * @type {number}\r\n         */\r\n        this.broadcastWidth = 0;\r\n        /**\r\n         * Broadcasted height of content rectangle.\r\n         *\r\n         * @type {number}\r\n         */\r\n        this.broadcastHeight = 0;\r\n        /**\r\n         * Reference to the last observed content rectangle.\r\n         *\r\n         * @private {DOMRectInit}\r\n         */\r\n        this.contentRect_ = createRectInit(0, 0, 0, 0);\r\n        this.target = target;\r\n    }\r\n    /**\r\n     * Updates content rectangle and tells whether it's width or height properties\r\n     * have changed since the last broadcast.\r\n     *\r\n     * @returns {boolean}\r\n     */\r\n    ResizeObservation.prototype.isActive = function () {\r\n        var rect = getContentRect(this.target);\r\n        this.contentRect_ = rect;\r\n        return (rect.width !== this.broadcastWidth ||\r\n            rect.height !== this.broadcastHeight);\r\n    };\r\n    /**\r\n     * Updates 'broadcastWidth' and 'broadcastHeight' properties with a data\r\n     * from the corresponding properties of the last observed content rectangle.\r\n     *\r\n     * @returns {DOMRectInit} Last observed content rectangle.\r\n     */\r\n    ResizeObservation.prototype.broadcastRect = function () {\r\n        var rect = this.contentRect_;\r\n        this.broadcastWidth = rect.width;\r\n        this.broadcastHeight = rect.height;\r\n        return rect;\r\n    };\r\n    return ResizeObservation;\r\n}());\n\nvar ResizeObserverEntry = /** @class */ (function () {\r\n    /**\r\n     * Creates an instance of ResizeObserverEntry.\r\n     *\r\n     * @param {Element} target - Element that is being observed.\r\n     * @param {DOMRectInit} rectInit - Data of the element's content rectangle.\r\n     */\r\n    function ResizeObserverEntry(target, rectInit) {\r\n        var contentRect = createReadOnlyRect(rectInit);\r\n        // According to the specification following properties are not writable\r\n        // and are also not enumerable in the native implementation.\r\n        //\r\n        // Property accessors are not being used as they'd require to define a\r\n        // private WeakMap storage which may cause memory leaks in browsers that\r\n        // don't support this type of collections.\r\n        defineConfigurable(this, { target: target, contentRect: contentRect });\r\n    }\r\n    return ResizeObserverEntry;\r\n}());\n\nvar ResizeObserverSPI = /** @class */ (function () {\r\n    /**\r\n     * Creates a new instance of ResizeObserver.\r\n     *\r\n     * @param {ResizeObserverCallback} callback - Callback function that is invoked\r\n     *      when one of the observed elements changes it's content dimensions.\r\n     * @param {ResizeObserverController} controller - Controller instance which\r\n     *      is responsible for the updates of observer.\r\n     * @param {ResizeObserver} callbackCtx - Reference to the public\r\n     *      ResizeObserver instance which will be passed to callback function.\r\n     */\r\n    function ResizeObserverSPI(callback, controller, callbackCtx) {\r\n        /**\r\n         * Collection of resize observations that have detected changes in dimensions\r\n         * of elements.\r\n         *\r\n         * @private {Array<ResizeObservation>}\r\n         */\r\n        this.activeObservations_ = [];\r\n        /**\r\n         * Registry of the ResizeObservation instances.\r\n         *\r\n         * @private {Map<Element, ResizeObservation>}\r\n         */\r\n        this.observations_ = new MapShim();\r\n        if (typeof callback !== 'function') {\r\n            throw new TypeError('The callback provided as parameter 1 is not a function.');\r\n        }\r\n        this.callback_ = callback;\r\n        this.controller_ = controller;\r\n        this.callbackCtx_ = callbackCtx;\r\n    }\r\n    /**\r\n     * Starts observing provided element.\r\n     *\r\n     * @param {Element} target - Element to be observed.\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverSPI.prototype.observe = function (target) {\r\n        if (!arguments.length) {\r\n            throw new TypeError('1 argument required, but only 0 present.');\r\n        }\r\n        // Do nothing if current environment doesn't have the Element interface.\r\n        if (typeof Element === 'undefined' || !(Element instanceof Object)) {\r\n            return;\r\n        }\r\n        if (!(target instanceof getWindowOf(target).Element)) {\r\n            throw new TypeError('parameter 1 is not of type \"Element\".');\r\n        }\r\n        var observations = this.observations_;\r\n        // Do nothing if element is already being observed.\r\n        if (observations.has(target)) {\r\n            return;\r\n        }\r\n        observations.set(target, new ResizeObservation(target));\r\n        this.controller_.addObserver(this);\r\n        // Force the update of observations.\r\n        this.controller_.refresh();\r\n    };\r\n    /**\r\n     * Stops observing provided element.\r\n     *\r\n     * @param {Element} target - Element to stop observing.\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverSPI.prototype.unobserve = function (target) {\r\n        if (!arguments.length) {\r\n            throw new TypeError('1 argument required, but only 0 present.');\r\n        }\r\n        // Do nothing if current environment doesn't have the Element interface.\r\n        if (typeof Element === 'undefined' || !(Element instanceof Object)) {\r\n            return;\r\n        }\r\n        if (!(target instanceof getWindowOf(target).Element)) {\r\n            throw new TypeError('parameter 1 is not of type \"Element\".');\r\n        }\r\n        var observations = this.observations_;\r\n        // Do nothing if element is not being observed.\r\n        if (!observations.has(target)) {\r\n            return;\r\n        }\r\n        observations.delete(target);\r\n        if (!observations.size) {\r\n            this.controller_.removeObserver(this);\r\n        }\r\n    };\r\n    /**\r\n     * Stops observing all elements.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverSPI.prototype.disconnect = function () {\r\n        this.clearActive();\r\n        this.observations_.clear();\r\n        this.controller_.removeObserver(this);\r\n    };\r\n    /**\r\n     * Collects observation instances the associated element of which has changed\r\n     * it's content rectangle.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverSPI.prototype.gatherActive = function () {\r\n        var _this = this;\r\n        this.clearActive();\r\n        this.observations_.forEach(function (observation) {\r\n            if (observation.isActive()) {\r\n                _this.activeObservations_.push(observation);\r\n            }\r\n        });\r\n    };\r\n    /**\r\n     * Invokes initial callback function with a list of ResizeObserverEntry\r\n     * instances collected from active resize observations.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverSPI.prototype.broadcastActive = function () {\r\n        // Do nothing if observer doesn't have active observations.\r\n        if (!this.hasActive()) {\r\n            return;\r\n        }\r\n        var ctx = this.callbackCtx_;\r\n        // Create ResizeObserverEntry instance for every active observation.\r\n        var entries = this.activeObservations_.map(function (observation) {\r\n            return new ResizeObserverEntry(observation.target, observation.broadcastRect());\r\n        });\r\n        this.callback_.call(ctx, entries, ctx);\r\n        this.clearActive();\r\n    };\r\n    /**\r\n     * Clears the collection of active observations.\r\n     *\r\n     * @returns {void}\r\n     */\r\n    ResizeObserverSPI.prototype.clearActive = function () {\r\n        this.activeObservations_.splice(0);\r\n    };\r\n    /**\r\n     * Tells whether observer has active observations.\r\n     *\r\n     * @returns {boolean}\r\n     */\r\n    ResizeObserverSPI.prototype.hasActive = function () {\r\n        return this.activeObservations_.length > 0;\r\n    };\r\n    return ResizeObserverSPI;\r\n}());\n\n// Registry of internal observers. If WeakMap is not available use current shim\r\n// for the Map collection as it has all required methods and because WeakMap\r\n// can't be fully polyfilled anyway.\r\nvar observers = typeof WeakMap !== 'undefined' ? new WeakMap() : new MapShim();\r\n/**\r\n * ResizeObserver API. Encapsulates the ResizeObserver SPI implementation\r\n * exposing only those methods and properties that are defined in the spec.\r\n */\r\nvar ResizeObserver = /** @class */ (function () {\r\n    /**\r\n     * Creates a new instance of ResizeObserver.\r\n     *\r\n     * @param {ResizeObserverCallback} callback - Callback that is invoked when\r\n     *      dimensions of the observed elements change.\r\n     */\r\n    function ResizeObserver(callback) {\r\n        if (!(this instanceof ResizeObserver)) {\r\n            throw new TypeError('Cannot call a class as a function.');\r\n        }\r\n        if (!arguments.length) {\r\n            throw new TypeError('1 argument required, but only 0 present.');\r\n        }\r\n        var controller = ResizeObserverController.getInstance();\r\n        var observer = new ResizeObserverSPI(callback, controller, this);\r\n        observers.set(this, observer);\r\n    }\r\n    return ResizeObserver;\r\n}());\r\n// Expose public methods of ResizeObserver.\r\n[\r\n    'observe',\r\n    'unobserve',\r\n    'disconnect'\r\n].forEach(function (method) {\r\n    ResizeObserver.prototype[method] = function () {\r\n        var _a;\r\n        return (_a = observers.get(this))[method].apply(_a, arguments);\r\n    };\r\n});\n\nvar index = (function () {\r\n    // Export existing implementation if available.\r\n    if (typeof global$1.ResizeObserver !== 'undefined') {\r\n        return global$1.ResizeObserver;\r\n    }\r\n    return ResizeObserver;\r\n})();\n\nexport default index;\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ResizeObserver from \"resize-observer-polyfill\"\nimport {\n  NEVER,\n  Observable,\n  Subject,\n  defer,\n  filter,\n  finalize,\n  map,\n  merge,\n  of,\n  shareReplay,\n  startWith,\n  switchMap,\n  tap\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Element offset\n */\nexport interface ElementSize {\n  width: number                        /* Element width */\n  height: number                       /* Element height */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Resize observer entry subject\n */\nconst entry$ = new Subject<ResizeObserverEntry>()\n\n/**\n * Resize observer observable\n *\n * This observable will create a `ResizeObserver` on the first subscription\n * and will automatically terminate it when there are no more subscribers.\n * It's quite important to centralize observation in a single `ResizeObserver`,\n * as the performance difference can be quite dramatic, as the link shows.\n *\n * @see https://bit.ly/3iIYfEm - Google Groups on performance\n */\nconst observer$ = defer(() => of(\n  new ResizeObserver(entries => {\n    for (const entry of entries)\n      entry$.next(entry)\n  })\n))\n  .pipe(\n    switchMap(observer => merge(NEVER, of(observer))\n      .pipe(\n        finalize(() => observer.disconnect())\n      )\n    ),\n    shareReplay(1)\n  )\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element size\n *\n * @param el - Element\n *\n * @returns Element size\n */\nexport function getElementSize(\n  el: HTMLElement\n): ElementSize {\n  return {\n    width:  el.offsetWidth,\n    height: el.offsetHeight\n  }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch element size\n *\n * This function returns an observable that subscribes to a single internal\n * instance of `ResizeObserver` upon subscription, and emit resize events until\n * termination. Note that this function should not be called with the same\n * element twice, as the first unsubscription will terminate observation.\n *\n * Sadly, we can't use the `DOMRect` objects returned by the observer, because\n * we need the emitted values to be consistent with `getElementSize`, which will\n * return the used values (rounded) and not actual values (unrounded). Thus, we\n * use the `offset*` properties. See the linked GitHub issue.\n *\n * @see https://bit.ly/3m0k3he - GitHub issue\n *\n * @param el - Element\n *\n * @returns Element size observable\n */\nexport function watchElementSize(\n  el: HTMLElement\n): Observable<ElementSize> {\n  return observer$\n    .pipe(\n      tap(observer => observer.observe(el)),\n      switchMap(observer => entry$\n        .pipe(\n          filter(({ target }) => target === el),\n          finalize(() => observer.unobserve(el)),\n          map(() => getElementSize(el))\n        )\n      ),\n      startWith(getElementSize(el))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ElementSize } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve element content size (= scroll width and height)\n *\n * @param el - Element\n *\n * @returns Element content size\n */\nexport function getElementContentSize(\n  el: HTMLElement\n): ElementSize {\n  return {\n    width:  el.scrollWidth,\n    height: el.scrollHeight\n  }\n}\n\n/**\n * Retrieve the overflowing container of an element, if any\n *\n * @param el - Element\n *\n * @returns Overflowing container or nothing\n */\nexport function getElementContainer(\n  el: HTMLElement\n): HTMLElement | undefined {\n  let parent = el.parentElement\n  while (parent)\n    if (\n      el.scrollWidth  <= parent.scrollWidth &&\n      el.scrollHeight <= parent.scrollHeight\n    )\n      parent = (el = parent).parentElement\n    else\n      break\n\n  /* Return overflowing container */\n  return parent ? el : undefined\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  NEVER,\n  Observable,\n  Subject,\n  defer,\n  distinctUntilChanged,\n  filter,\n  finalize,\n  map,\n  merge,\n  of,\n  shareReplay,\n  switchMap,\n  tap\n} from \"rxjs\"\n\nimport {\n  getElementContentSize,\n  getElementSize,\n  watchElementContentOffset\n} from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Intersection observer entry subject\n */\nconst entry$ = new Subject<IntersectionObserverEntry>()\n\n/**\n * Intersection observer observable\n *\n * This observable will create an `IntersectionObserver` on first subscription\n * and will automatically terminate it when there are no more subscribers.\n *\n * @see https://bit.ly/3iIYfEm - Google Groups on performance\n */\nconst observer$ = defer(() => of(\n  new IntersectionObserver(entries => {\n    for (const entry of entries)\n      entry$.next(entry)\n  }, {\n    threshold: 0\n  })\n))\n  .pipe(\n    switchMap(observer => merge(NEVER, of(observer))\n      .pipe(\n        finalize(() => observer.disconnect())\n      )\n    ),\n    shareReplay(1)\n  )\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch element visibility\n *\n * @param el - Element\n *\n * @returns Element visibility observable\n */\nexport function watchElementVisibility(\n  el: HTMLElement\n): Observable<boolean> {\n  return observer$\n    .pipe(\n      tap(observer => observer.observe(el)),\n      switchMap(observer => entry$\n        .pipe(\n          filter(({ target }) => target === el),\n          finalize(() => observer.unobserve(el)),\n          map(({ isIntersecting }) => isIntersecting)\n        )\n      )\n    )\n}\n\n/**\n * Watch element boundary\n *\n * This function returns an observable which emits whether the bottom content\n * boundary (= scroll offset) of an element is within a certain threshold.\n *\n * @param el - Element\n * @param threshold - Threshold\n *\n * @returns Element boundary observable\n */\nexport function watchElementBoundary(\n  el: HTMLElement, threshold = 16\n): Observable<boolean> {\n  return watchElementContentOffset(el)\n    .pipe(\n      map(({ y }) => {\n        const visible = getElementSize(el)\n        const content = getElementContentSize(el)\n        return y >= (\n          content.height - visible.height - threshold\n        )\n      }),\n      distinctUntilChanged()\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  fromEvent,\n  map,\n  startWith\n} from \"rxjs\"\n\nimport { getElement } from \"../element\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Toggle\n */\nexport type Toggle =\n  | \"drawer\"                           /* Toggle for drawer */\n  | \"search\"                           /* Toggle for search */\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Toggle map\n */\nconst toggles: Record<Toggle, HTMLInputElement> = {\n  drawer: getElement(\"[data-md-toggle=drawer]\"),\n  search: getElement(\"[data-md-toggle=search]\")\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve the value of a toggle\n *\n * @param name - Toggle\n *\n * @returns Toggle value\n */\nexport function getToggle(name: Toggle): boolean {\n  return toggles[name].checked\n}\n\n/**\n * Set toggle\n *\n * Simulating a click event seems to be the most cross-browser compatible way\n * of changing the value while also emitting a `change` event. Before, Material\n * used `CustomEvent` to programmatically change the value of a toggle, but this\n * is a much simpler and cleaner solution which doesn't require a polyfill.\n *\n * @param name - Toggle\n * @param value - Toggle value\n */\nexport function setToggle(name: Toggle, value: boolean): void {\n  if (toggles[name].checked !== value)\n    toggles[name].click()\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch toggle\n *\n * @param name - Toggle\n *\n * @returns Toggle value observable\n */\nexport function watchToggle(name: Toggle): Observable<boolean> {\n  const el = toggles[name]\n  return fromEvent(el, \"change\")\n    .pipe(\n      map(() => el.checked),\n      startWith(el.checked)\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  filter,\n  fromEvent,\n  map,\n  merge,\n  share,\n  startWith,\n  switchMap\n} from \"rxjs\"\n\nimport { getActiveElement } from \"../element\"\nimport { getToggle } from \"../toggle\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Keyboard mode\n */\nexport type KeyboardMode =\n  | \"global\"                           /* Global */\n  | \"search\"                           /* Search is open */\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Keyboard\n */\nexport interface Keyboard {\n  mode: KeyboardMode                   /* Keyboard mode */\n  type: string                         /* Key type */\n  claim(): void                        /* Key claim */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Check whether an element may receive keyboard input\n *\n * @param el - Element\n * @param type - Key type\n *\n * @returns Test result\n */\nfunction isSusceptibleToKeyboard(\n  el: HTMLElement, type: string\n): boolean {\n  switch (el.constructor) {\n\n    /* Input elements */\n    case HTMLInputElement:\n      /* @ts-expect-error - omit unnecessary type cast */\n      if (el.type === \"radio\")\n        return /^Arrow/.test(type)\n      else\n        return true\n\n    /* Select element and textarea */\n    case HTMLSelectElement:\n    case HTMLTextAreaElement:\n      return true\n\n    /* Everything else */\n    default:\n      return el.isContentEditable\n  }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch composition events\n *\n * @returns Composition observable\n */\nexport function watchComposition(): Observable<boolean> {\n  return merge(\n    fromEvent(window, \"compositionstart\").pipe(map(() => true)),\n    fromEvent(window, \"compositionend\").pipe(map(() => false))\n  )\n    .pipe(\n      startWith(false)\n    )\n}\n\n/**\n * Watch keyboard\n *\n * @returns Keyboard observable\n */\nexport function watchKeyboard(): Observable<Keyboard> {\n  const keyboard$ = fromEvent<KeyboardEvent>(window, \"keydown\")\n    .pipe(\n      filter(ev => !(ev.metaKey || ev.ctrlKey)),\n      map(ev => ({\n        mode: getToggle(\"search\") ? \"search\" : \"global\",\n        type: ev.key,\n        claim() {\n          ev.preventDefault()\n          ev.stopPropagation()\n        }\n      } as Keyboard)),\n      filter(({ mode, type }) => {\n        if (mode === \"global\") {\n          const active = getActiveElement()\n          if (typeof active !== \"undefined\")\n            return !isSusceptibleToKeyboard(active, type)\n        }\n        return true\n      }),\n      share()\n    )\n\n  /* Don't emit during composition events - see https://bit.ly/3te3Wl8 */\n  return watchComposition()\n    .pipe(\n      switchMap(active => !active ? keyboard$ : EMPTY)\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Subject } from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve location\n *\n * This function returns a `URL` object (and not `Location`) to normalize the\n * typings across the application. Furthermore, locations need to be tracked\n * without setting them and `Location` is a singleton which represents the\n * current location.\n *\n * @returns URL\n */\nexport function getLocation(): URL {\n  return new URL(location.href)\n}\n\n/**\n * Set location\n *\n * @param url - URL to change to\n */\nexport function setLocation(url: URL | HTMLLinkElement): void {\n  location.href = url.href\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch location\n *\n * @returns Location subject\n */\nexport function watchLocation(): Subject<URL> {\n  return new Subject<URL>()\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { JSX as JSXInternal } from \"preact\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * HTML attributes\n */\ntype Attributes =\n  & JSXInternal.HTMLAttributes\n  & JSXInternal.SVGAttributes\n  & Record<string, any>\n\n/**\n * Child element\n */\ntype Child =\n  | ChildNode\n  | HTMLElement\n  | Text\n  | string\n  | number\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Append a child node to an element\n *\n * @param el - Element\n * @param child - Child node(s)\n */\nfunction appendChild(el: HTMLElement, child: Child | Child[]): void {\n\n  /* Handle primitive types (including raw HTML) */\n  if (typeof child === \"string\" || typeof child === \"number\") {\n    el.innerHTML += child.toString()\n\n  /* Handle nodes */\n  } else if (child instanceof Node) {\n    el.appendChild(child)\n\n  /* Handle nested children */\n  } else if (Array.isArray(child)) {\n    for (const node of child)\n      appendChild(el, node)\n  }\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * JSX factory\n *\n * @template T - Element type\n *\n * @param tag - HTML tag\n * @param attributes - HTML attributes\n * @param children - Child elements\n *\n * @returns Element\n */\nexport function h<T extends keyof HTMLElementTagNameMap>(\n  tag: T, attributes?: Attributes | null, ...children: Child[]\n): HTMLElementTagNameMap[T]\n\nexport function h<T extends h.JSX.Element>(\n  tag: string, attributes?: Attributes | null, ...children: Child[]\n): T\n\nexport function h<T extends h.JSX.Element>(\n  tag: string, attributes?: Attributes | null, ...children: Child[]\n): T {\n  const el = document.createElement(tag)\n\n  /* Set attributes, if any */\n  if (attributes)\n    for (const attr of Object.keys(attributes)) {\n      if (typeof attributes[attr] === \"undefined\")\n        continue\n\n      /* Set default attribute or boolean */\n      if (typeof attributes[attr] !== \"boolean\")\n        el.setAttribute(attr, attributes[attr])\n      else\n        el.setAttribute(attr, \"\")\n    }\n\n  /* Append child nodes */\n  for (const child of children)\n    appendChild(el, child)\n\n  /* Return element */\n  return el as T\n}\n\n/* ----------------------------------------------------------------------------\n * Namespace\n * ------------------------------------------------------------------------- */\n\nexport declare namespace h {\n  namespace JSX {\n    type Element = HTMLElement\n    type IntrinsicElements = JSXInternal.IntrinsicElements\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Round a number for display with repository facts\n *\n * This is a reverse-engineered version of GitHub's weird rounding algorithm\n * for stars, forks and all other numbers. While all numbers below `1,000` are\n * returned as-is, bigger numbers are converted to fixed numbers:\n *\n * - `1,049` => `1k`\n * - `1,050` => `1.1k`\n * - `1,949` => `1.9k`\n * - `1,950` => `2k`\n *\n * @param value - Original value\n *\n * @returns Rounded value\n */\nexport function round(value: number): string {\n  if (value > 999) {\n    const digits = +((value - 950) % 1000 > 99)\n    return `${((value + 0.000001) / 1000).toFixed(digits)}k`\n  } else {\n    return value.toString()\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  filter,\n  fromEvent,\n  map,\n  merge,\n  shareReplay,\n  startWith\n} from \"rxjs\"\n\nimport { getOptionalElement } from \"~/browser\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve location hash\n *\n * @returns Location hash\n */\nexport function getLocationHash(): string {\n  return location.hash.substring(1)\n}\n\n/**\n * Set location hash\n *\n * Setting a new fragment identifier via `location.hash` will have no effect\n * if the value doesn't change. When a new fragment identifier is set, we want\n * the browser to target the respective element at all times, which is why we\n * use this dirty little trick.\n *\n * @param hash - Location hash\n */\nexport function setLocationHash(hash: string): void {\n  const el = h(\"a\", { href: hash })\n  el.addEventListener(\"click\", ev => ev.stopPropagation())\n  el.click()\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch location hash\n *\n * @param location$ - Location observable\n *\n * @returns Location hash observable\n */\nexport function watchLocationHash(\n  location$: Observable<URL>\n): Observable<string> {\n  return merge(\n    fromEvent<HashChangeEvent>(window, \"hashchange\"),\n    location$\n  )\n    .pipe(\n      map(getLocationHash),\n      startWith(getLocationHash()),\n      filter(hash => hash.length > 0),\n      shareReplay(1)\n    )\n}\n\n/**\n * Watch location target\n *\n * @param location$ - Location observable\n *\n * @returns Location target observable\n */\nexport function watchLocationTarget(\n  location$: Observable<URL>\n): Observable<HTMLElement> {\n  return watchLocationHash(location$)\n    .pipe(\n      map(id => getOptionalElement(`[id=\"${id}\"]`)!),\n      filter(el => typeof el !== \"undefined\")\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  fromEvent,\n  fromEventPattern,\n  map,\n  merge,\n  startWith,\n  switchMap\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch media query\n *\n * Note that although `MediaQueryList.addListener` is deprecated we have to\n * use it, because it's the only way to ensure proper downward compatibility.\n *\n * @see https://bit.ly/3dUBH2m - GitHub issue\n *\n * @param query - Media query\n *\n * @returns Media observable\n */\nexport function watchMedia(query: string): Observable<boolean> {\n  const media = matchMedia(query)\n  return fromEventPattern<boolean>(next => (\n    media.addListener(() => next(media.matches))\n  ))\n    .pipe(\n      startWith(media.matches)\n    )\n}\n\n/**\n * Watch print mode\n *\n * @returns Print observable\n */\nexport function watchPrint(): Observable<boolean> {\n  const media = matchMedia(\"print\")\n  return merge(\n    fromEvent(window, \"beforeprint\").pipe(map(() => true)),\n    fromEvent(window, \"afterprint\").pipe(map(() => false))\n  )\n    .pipe(\n      startWith(media.matches)\n    )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Toggle an observable with a media observable\n *\n * @template T - Data type\n *\n * @param query$ - Media observable\n * @param factory - Observable factory\n *\n * @returns Toggled observable\n */\nexport function at<T>(\n  query$: Observable<boolean>, factory: () => Observable<T>\n): Observable<T> {\n  return query$\n    .pipe(\n      switchMap(active => active ? factory() : EMPTY)\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  catchError,\n  from,\n  map,\n  of,\n  shareReplay,\n  switchMap,\n  throwError\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch the given URL\n *\n * If the request fails (e.g. when dispatched from `file://` locations), the\n * observable will complete without emitting a value.\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Response observable\n */\nexport function request(\n  url: URL | string, options: RequestInit = { credentials: \"same-origin\" }\n): Observable<Response> {\n  return from(fetch(`${url}`, options))\n    .pipe(\n      catchError(() => EMPTY),\n      switchMap(res => res.status !== 200\n        ? throwError(() => new Error(res.statusText))\n        : of(res)\n      )\n    )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Fetch JSON from the given URL\n *\n * @template T - Data type\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Data observable\n */\nexport function requestJSON<T>(\n  url: URL | string, options?: RequestInit\n): Observable<T> {\n  return request(url, options)\n    .pipe(\n      switchMap(res => res.json()),\n      shareReplay(1)\n    )\n}\n\n/**\n * Fetch XML from the given URL\n *\n * @param url - Request URL\n * @param options - Options\n *\n * @returns Data observable\n */\nexport function requestXML(\n  url: URL | string, options?: RequestInit\n): Observable<Document> {\n  const dom = new DOMParser()\n  return request(url, options)\n    .pipe(\n      switchMap(res => res.text()),\n      map(res => dom.parseFromString(res, \"text/xml\")),\n      shareReplay(1)\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  defer,\n  finalize,\n  fromEvent,\n  map,\n  merge,\n  switchMap,\n  take,\n  throwError\n} from \"rxjs\"\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create and load a `script` element\n *\n * This function returns an observable that will emit when the script was\n * successfully loaded, or throw an error if it wasn't.\n *\n * @param src - Script URL\n *\n * @returns Script observable\n */\nexport function watchScript(src: string): Observable<void> {\n  const script = h(\"script\", { src })\n  return defer(() => {\n    document.head.appendChild(script)\n    return merge(\n      fromEvent(script, \"load\"),\n      fromEvent(script, \"error\")\n        .pipe(\n          switchMap(() => (\n            throwError(() => new ReferenceError(`Invalid script: ${src}`))\n          ))\n        )\n    )\n      .pipe(\n        map(() => undefined),\n        finalize(() => document.head.removeChild(script)),\n        take(1)\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  fromEvent,\n  map,\n  merge,\n  startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport offset\n */\nexport interface ViewportOffset {\n  x: number                            /* Horizontal offset */\n  y: number                            /* Vertical offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve viewport offset\n *\n * On iOS Safari, viewport offset can be negative due to overflow scrolling.\n * As this may induce strange behaviors downstream, we'll just limit it to 0.\n *\n * @returns Viewport offset\n */\nexport function getViewportOffset(): ViewportOffset {\n  return {\n    x: Math.max(0, scrollX),\n    y: Math.max(0, scrollY)\n  }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport offset\n *\n * @returns Viewport offset observable\n */\nexport function watchViewportOffset(): Observable<ViewportOffset> {\n  return merge(\n    fromEvent(window, \"scroll\", { passive: true }),\n    fromEvent(window, \"resize\", { passive: true })\n  )\n    .pipe(\n      map(getViewportOffset),\n      startWith(getViewportOffset())\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  fromEvent,\n  map,\n  startWith\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport size\n */\nexport interface ViewportSize {\n  width: number                        /* Viewport width */\n  height: number                       /* Viewport height */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve viewport size\n *\n * @returns Viewport size\n */\nexport function getViewportSize(): ViewportSize {\n  return {\n    width:  innerWidth,\n    height: innerHeight\n  }\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport size\n *\n * @returns Viewport size observable\n */\nexport function watchViewportSize(): Observable<ViewportSize> {\n  return fromEvent(window, \"resize\", { passive: true })\n    .pipe(\n      map(getViewportSize),\n      startWith(getViewportSize())\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  combineLatest,\n  map,\n  shareReplay\n} from \"rxjs\"\n\nimport {\n  ViewportOffset,\n  watchViewportOffset\n} from \"../offset\"\nimport {\n  ViewportSize,\n  watchViewportSize\n} from \"../size\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Viewport\n */\nexport interface Viewport {\n  offset: ViewportOffset               /* Viewport offset */\n  size: ViewportSize                   /* Viewport size */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport\n *\n * @returns Viewport observable\n */\nexport function watchViewport(): Observable<Viewport> {\n  return combineLatest([\n    watchViewportOffset(),\n    watchViewportSize()\n  ])\n    .pipe(\n      map(([offset, size]) => ({ offset, size })),\n      shareReplay(1)\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  combineLatest,\n  distinctUntilKeyChanged,\n  map\n} from \"rxjs\"\n\nimport { Header } from \"~/components\"\n\nimport { getElementOffset } from \"../../element\"\nimport { Viewport } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch viewport relative to element\n *\n * @param el - Element\n * @param options - Options\n *\n * @returns Viewport observable\n */\nexport function watchViewportAt(\n  el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable<Viewport> {\n  const size$ = viewport$\n    .pipe(\n      distinctUntilKeyChanged(\"size\")\n    )\n\n  /* Compute element offset */\n  const offset$ = combineLatest([size$, header$])\n    .pipe(\n      map(() => getElementOffset(el))\n    )\n\n  /* Compute relative viewport, return hot observable */\n  return combineLatest([header$, viewport$, offset$])\n    .pipe(\n      map(([{ height }, { offset, size }, { x, y }]) => ({\n        offset: {\n          x: offset.x - x,\n          y: offset.y - y + height\n        },\n        size\n      }))\n    )\n}\n", "\"use strict\";(()=>{function c(s,n){parent.postMessage(s,n||\"*\")}function d(...s){return s.reduce((n,e)=>n.then(()=>new Promise(r=>{let t=document.createElement(\"script\");t.src=e,t.onload=r,document.body.appendChild(t)})),Promise.resolve())}var o=class extends EventTarget{constructor(e){super();this.url=e;this.m=e=>{e.source===this.w&&(this.dispatchEvent(new MessageEvent(\"message\",{data:e.data})),this.onmessage&&this.onmessage(e))};this.e=(e,r,t,i,m)=>{if(r===`${this.url}`){let a=new ErrorEvent(\"error\",{message:e,filename:r,lineno:t,colno:i,error:m});this.dispatchEvent(a),this.onerror&&this.onerror(a)}};let r=document.createElement(\"iframe\");r.hidden=!0,document.body.appendChild(this.iframe=r),this.w.document.open(),this.w.document.write(`<html><body><script>postMessage=${c};importScripts=${d};addEventListener(\"error\",ev=>{parent.dispatchEvent(new ErrorEvent(\"error\",{filename:\"${e}\",error:ev.error}))})<\\/script><script src=${e}?${+Date.now()}><\\/script></body></html>`),this.w.document.close(),onmessage=this.m,onerror=this.e,this.r=new Promise((t,i)=>{this.w.onload=t,this.w.onerror=i})}terminate(){document.body.removeChild(this.iframe),onmessage=onerror=null}postMessage(e){this.r.catch().then(()=>{this.w.dispatchEvent(new MessageEvent(\"message\",{data:e}))})}get w(){return this.iframe.contentWindow}};window.IFrameWorker=o;location.protocol===\"file:\"&&(window.Worker=o);})();\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport \"iframe-worker/shim\"\nimport {\n  Observable,\n  Subject,\n  endWith,\n  fromEvent,\n  ignoreElements,\n  mergeWith,\n  share,\n  takeUntil\n} from \"rxjs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Worker message\n */\nexport interface WorkerMessage {\n  type: unknown                        /* Message type */\n  data?: unknown                       /* Message data */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create an observable for receiving from a web worker\n *\n * @template T - Data type\n *\n * @param worker - Web worker\n *\n * @returns Message observable\n */\nfunction recv<T>(worker: Worker): Observable<T> {\n  return fromEvent<MessageEvent<T>, T>(worker, \"message\", ev => ev.data)\n}\n\n/**\n * Create a subject for sending to a web worker\n *\n * @template T - Data type\n *\n * @param worker - Web worker\n *\n * @returns Message subject\n */\nfunction send<T>(worker: Worker): Subject<T> {\n  const send$ = new Subject<T>()\n  send$.subscribe(data => worker.postMessage(data))\n\n  /* Return message subject */\n  return send$\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a bidirectional communication channel to a web worker\n *\n * @template T - Data type\n *\n * @param url - Worker URL\n * @param worker - Worker\n *\n * @returns Worker subject\n */\nexport function watchWorker<T extends WorkerMessage>(\n  url: string, worker = new Worker(url)\n): Subject<T> {\n  const recv$ = recv<T>(worker)\n  const send$ = send<T>(worker)\n\n  /* Create worker subject and forward messages */\n  const worker$ = new Subject<T>()\n  worker$.subscribe(send$)\n\n  /* Return worker subject */\n  const done$ = send$.pipe(ignoreElements(), endWith(true))\n  return worker$\n    .pipe(\n      ignoreElements(),\n      mergeWith(recv$.pipe(takeUntil(done$))),\n      share()\n    ) as Subject<T>\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { getElement, getLocation } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Feature flag\n */\nexport type Flag =\n  | \"announce.dismiss\"                 /* Dismissable announcement bar */\n  | \"content.code.annotate\"            /* Code annotations */\n  | \"content.code.copy\"                /* Code copy button */\n  | \"content.lazy\"                     /* Lazy content elements */\n  | \"content.tabs.link\"                /* Link content tabs */\n  | \"header.autohide\"                  /* Hide header */\n  | \"navigation.expand\"                /* Automatic expansion */\n  | \"navigation.indexes\"               /* Section pages */\n  | \"navigation.instant\"               /* Instant loading */\n  | \"navigation.sections\"              /* Section navigation */\n  | \"navigation.tabs\"                  /* Tabs navigation */\n  | \"navigation.tabs.sticky\"           /* Tabs navigation (sticky) */\n  | \"navigation.top\"                   /* Back-to-top button */\n  | \"navigation.tracking\"              /* Anchor tracking */\n  | \"search.highlight\"                 /* Search highlighting */\n  | \"search.share\"                     /* Search sharing */\n  | \"search.suggest\"                   /* Search suggestions */\n  | \"toc.follow\"                       /* Following table of contents */\n  | \"toc.integrate\"                    /* Integrated table of contents */\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Translation\n */\nexport type Translation =\n  | \"clipboard.copy\"                   /* Copy to clipboard */\n  | \"clipboard.copied\"                 /* Copied to clipboard */\n  | \"search.result.placeholder\"        /* Type to start searching */\n  | \"search.result.none\"               /* No matching documents */\n  | \"search.result.one\"                /* 1 matching document */\n  | \"search.result.other\"              /* # matching documents */\n  | \"search.result.more.one\"           /* 1 more on this page */\n  | \"search.result.more.other\"         /* # more on this page */\n  | \"search.result.term.missing\"       /* Missing */\n  | \"select.version\"                   /* Version selector */\n\n/**\n * Translations\n */\nexport type Translations =\n  Record<Translation, string>\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Versioning\n */\nexport interface Versioning {\n  provider: \"mike\"                     /* Version provider */\n  default?: string                     /* Default version */\n}\n\n/**\n * Configuration\n */\nexport interface Config {\n  base: string                         /* Base URL */\n  features: Flag[]                     /* Feature flags */\n  translations: Translations           /* Translations */\n  search: string                       /* Search worker URL */\n  tags?: Record<string, string>        /* Tags mapping */\n  version?: Versioning                 /* Versioning */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve global configuration and make base URL absolute\n */\nconst script = getElement(\"#__config\")\nconst config: Config = JSON.parse(script.textContent!)\nconfig.base = `${new URL(config.base, getLocation())}`\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve global configuration\n *\n * @returns Global configuration\n */\nexport function configuration(): Config {\n  return config\n}\n\n/**\n * Check whether a feature flag is enabled\n *\n * @param flag - Feature flag\n *\n * @returns Test result\n */\nexport function feature(flag: Flag): boolean {\n  return config.features.includes(flag)\n}\n\n/**\n * Retrieve the translation for the given key\n *\n * @param key - Key to be translated\n * @param value - Positional value, if any\n *\n * @returns Translation\n */\nexport function translation(\n  key: Translation, value?: string | number\n): string {\n  return typeof value !== \"undefined\"\n    ? config.translations[key].replace(\"#\", value.toString())\n    : config.translations[key]\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { getElement, getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Component type\n */\nexport type ComponentType =\n  | \"announce\"                         /* Announcement bar */\n  | \"container\"                        /* Container */\n  | \"consent\"                          /* Consent */\n  | \"content\"                          /* Content */\n  | \"dialog\"                           /* Dialog */\n  | \"header\"                           /* Header */\n  | \"header-title\"                     /* Header title */\n  | \"header-topic\"                     /* Header topic */\n  | \"main\"                             /* Main area */\n  | \"outdated\"                         /* Version warning */\n  | \"palette\"                          /* Color palette */\n  | \"search\"                           /* Search */\n  | \"search-query\"                     /* Search input */\n  | \"search-result\"                    /* Search results */\n  | \"search-share\"                     /* Search sharing */\n  | \"search-suggest\"                   /* Search suggestions */\n  | \"sidebar\"                          /* Sidebar */\n  | \"skip\"                             /* Skip link */\n  | \"source\"                           /* Repository information */\n  | \"tabs\"                             /* Navigation tabs */\n  | \"toc\"                              /* Table of contents */\n  | \"top\"                              /* Back-to-top button */\n\n/**\n * Component\n *\n * @template T - Component type\n * @template U - Reference type\n */\nexport type Component<\n  T extends {} = {},\n  U extends HTMLElement = HTMLElement\n> =\n  T & {\n    ref: U                             /* Component reference */\n  }\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Component type map\n */\ninterface ComponentTypeMap {\n  \"announce\": HTMLElement              /* Announcement bar */\n  \"container\": HTMLElement             /* Container */\n  \"consent\": HTMLElement               /* Consent */\n  \"content\": HTMLElement               /* Content */\n  \"dialog\": HTMLElement                /* Dialog */\n  \"header\": HTMLElement                /* Header */\n  \"header-title\": HTMLElement          /* Header title */\n  \"header-topic\": HTMLElement          /* Header topic */\n  \"main\": HTMLElement                  /* Main area */\n  \"outdated\": HTMLElement              /* Version warning */\n  \"palette\": HTMLElement               /* Color palette */\n  \"search\": HTMLElement                /* Search */\n  \"search-query\": HTMLInputElement     /* Search input */\n  \"search-result\": HTMLElement         /* Search results */\n  \"search-share\": HTMLAnchorElement    /* Search sharing */\n  \"search-suggest\": HTMLElement        /* Search suggestions */\n  \"sidebar\": HTMLElement               /* Sidebar */\n  \"skip\": HTMLAnchorElement            /* Skip link */\n  \"source\": HTMLAnchorElement          /* Repository information */\n  \"tabs\": HTMLElement                  /* Navigation tabs */\n  \"toc\": HTMLElement                   /* Table of contents */\n  \"top\": HTMLAnchorElement             /* Back-to-top button */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve the element for a given component or throw a reference error\n *\n * @template T - Component type\n *\n * @param type - Component type\n * @param node - Node of reference\n *\n * @returns Element\n */\nexport function getComponentElement<T extends ComponentType>(\n  type: T, node: ParentNode = document\n): ComponentTypeMap[T] {\n  return getElement(`[data-md-component=${type}]`, node)\n}\n\n/**\n * Retrieve all elements for a given component\n *\n * @template T - Component type\n *\n * @param type - Component type\n * @param node - Node of reference\n *\n * @returns Elements\n */\nexport function getComponentElements<T extends ComponentType>(\n  type: T, node: ParentNode = document\n): ComponentTypeMap[T][] {\n  return getElements(`[data-md-component=${type}]`, node)\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  Subject,\n  defer,\n  finalize,\n  fromEvent,\n  map,\n  tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport { getElement } from \"~/browser\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Announcement bar\n */\nexport interface Announce {\n  hash: number                        /* Content hash */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch announcement bar\n *\n * @param el - Announcement bar element\n *\n * @returns Announcement bar observable\n */\nexport function watchAnnounce(\n  el: HTMLElement\n): Observable<Announce> {\n  const button = getElement(\".md-typeset > :first-child\", el)\n  return fromEvent(button, \"click\", { once: true })\n    .pipe(\n      map(() => getElement(\".md-typeset\", el)),\n      map(content => ({ hash: __md_hash(content.innerHTML) }))\n    )\n}\n\n/**\n * Mount announcement bar\n *\n * @param el - Announcement bar element\n *\n * @returns Announcement bar component observable\n */\nexport function mountAnnounce(\n  el: HTMLElement\n): Observable<Component<Announce>> {\n  if (!feature(\"announce.dismiss\") || !el.childElementCount)\n    return EMPTY\n\n  /* Mount component on subscription */\n  return defer(() => {\n    const push$ = new Subject<Announce>()\n    push$.subscribe(({ hash }) => {\n      el.hidden = true\n\n      /* Persist preference in local storage */\n      __md_set<number>(\"__announce\", hash)\n    })\n\n    /* Create and return component */\n    return watchAnnounce(el)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  finalize,\n  map,\n  tap\n} from \"rxjs\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Consent\n */\nexport interface Consent {\n  hidden: boolean                      /* Consent is hidden */\n}\n\n/**\n * Consent defaults\n */\nexport interface ConsentDefaults {\n  analytics?: boolean                  /* Consent for Analytics */\n  github?: boolean                     /* Consent for GitHub */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  target$: Observable<HTMLElement>     /* Target observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  target$: Observable<HTMLElement>     /* Target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch consent\n *\n * @param el - Consent element\n * @param options - Options\n *\n * @returns Consent observable\n */\nexport function watchConsent(\n  el: HTMLElement, { target$ }: WatchOptions\n): Observable<Consent> {\n  return target$\n    .pipe(\n      map(target => ({ hidden: target !== el }))\n    )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount consent\n *\n * @param el - Consent element\n * @param options - Options\n *\n * @returns Consent component observable\n */\nexport function mountConsent(\n  el: HTMLElement, options: MountOptions\n): Observable<Component<Consent>> {\n  const internal$ = new Subject<Consent>()\n  internal$.subscribe(({ hidden }) => {\n    el.hidden = hidden\n  })\n\n  /* Create and return component */\n  return watchConsent(el, options)\n    .pipe(\n      tap(state => internal$.next(state)),\n      finalize(() => internal$.complete()),\n      map(state => ({ ref: el, ...state }))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ClipboardJS from \"clipboard\"\nimport {\n  EMPTY,\n  Observable,\n  Subject,\n  defer,\n  distinctUntilChanged,\n  distinctUntilKeyChanged,\n  filter,\n  finalize,\n  map,\n  mergeWith,\n  switchMap,\n  take,\n  tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n  getElementContentSize,\n  watchElementSize,\n  watchElementVisibility\n} from \"~/browser\"\nimport { renderClipboardButton } from \"~/templates\"\n\nimport { Component } from \"../../../_\"\nimport {\n  Annotation,\n  mountAnnotationList\n} from \"../../annotation\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Code block\n */\nexport interface CodeBlock {\n  scrollable: boolean                  /* Code block overflows */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  target$: Observable<HTMLElement>     /* Location target observable */\n  print$: Observable<boolean>          /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Global sequence number for code blocks\n */\nlet sequence = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Find candidate list element directly following a code block\n *\n * @param el - Code block element\n *\n * @returns List element or nothing\n */\nfunction findCandidateList(el: HTMLElement): HTMLElement | undefined {\n  if (el.nextElementSibling) {\n    const sibling = el.nextElementSibling as HTMLElement\n    if (sibling.tagName === \"OL\")\n      return sibling\n\n    /* Skip empty paragraphs - see https://bit.ly/3r4ZJ2O */\n    else if (sibling.tagName === \"P\" && !sibling.children.length)\n      return findCandidateList(sibling)\n  }\n\n  /* Everything else */\n  return undefined\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch code block\n *\n * This function monitors size changes of the viewport, as well as switches of\n * content tabs with embedded code blocks, as both may trigger overflow.\n *\n * @param el - Code block element\n *\n * @returns Code block observable\n */\nexport function watchCodeBlock(\n  el: HTMLElement\n): Observable<CodeBlock> {\n  return watchElementSize(el)\n    .pipe(\n      map(({ width }) => {\n        const content = getElementContentSize(el)\n        return {\n          scrollable: content.width > width\n        }\n      }),\n      distinctUntilKeyChanged(\"scrollable\")\n    )\n}\n\n/**\n * Mount code block\n *\n * This function ensures that an overflowing code block is focusable through\n * keyboard, so it can be scrolled without a mouse to improve on accessibility.\n * Furthermore, if code annotations are enabled, they are mounted if and only\n * if the code block is currently visible, e.g., not in a hidden content tab.\n *\n * Note that code blocks may be mounted eagerly or lazily. If they're mounted\n * lazily (on first visibility), code annotation anchor links will not work,\n * as they are evaluated on initial page load, and code annotations in general\n * might feel a little bumpier.\n *\n * @param el - Code block element\n * @param options - Options\n *\n * @returns Code block and annotation component observable\n */\nexport function mountCodeBlock(\n  el: HTMLElement, options: MountOptions\n): Observable<Component<CodeBlock | Annotation>> {\n  const { matches: hover } = matchMedia(\"(hover)\")\n\n  /* Defer mounting of code block - see https://bit.ly/3vHVoVD */\n  const factory$ = defer(() => {\n    const push$ = new Subject<CodeBlock>()\n    push$.subscribe(({ scrollable }) => {\n      if (scrollable && hover)\n        el.setAttribute(\"tabindex\", \"0\")\n      else\n        el.removeAttribute(\"tabindex\")\n    })\n\n    /* Render button for Clipboard.js integration */\n    if (ClipboardJS.isSupported()) {\n      if (el.closest(\".copy\") || (\n        feature(\"content.code.copy\") && !el.closest(\".no-copy\")\n      )) {\n        const parent = el.closest(\"pre\")!\n        parent.id = `__code_${sequence++}`\n        parent.insertBefore(\n          renderClipboardButton(parent.id),\n          el\n        )\n      }\n    }\n\n    /* Handle code annotations */\n    const container = el.closest(\".highlight\")\n    if (container instanceof HTMLElement) {\n      const list = findCandidateList(container)\n\n      /* Mount code annotations, if enabled */\n      if (typeof list !== \"undefined\" && (\n        container.classList.contains(\"annotate\") ||\n        feature(\"content.code.annotate\")\n      )) {\n        const annotations$ = mountAnnotationList(list, el, options)\n\n        /* Create and return component */\n        return watchCodeBlock(el)\n          .pipe(\n            tap(state => push$.next(state)),\n            finalize(() => push$.complete()),\n            map(state => ({ ref: el, ...state })),\n            mergeWith(\n              watchElementSize(container)\n                .pipe(\n                  map(({ width, height }) => width && height),\n                  distinctUntilChanged(),\n                  switchMap(active => active ? annotations$ : EMPTY)\n                )\n            )\n          )\n      }\n    }\n\n    /* Create and return component */\n    return watchCodeBlock(el)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n\n  /* Mount code block lazily */\n  if (feature(\"content.lazy\"))\n    return watchElementVisibility(el)\n      .pipe(\n        filter(visible => visible),\n        take(1),\n        switchMap(() => factory$)\n      )\n\n  /* Mount code block */\n  return factory$\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a tooltip\n *\n * @param id - Tooltip identifier\n *\n * @returns Element\n */\nexport function renderTooltip(id?: string): HTMLElement {\n  return (\n    <div class=\"md-tooltip\" id={id}>\n      <div class=\"md-tooltip__inner md-typeset\"></div>\n    </div>\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\nimport { renderTooltip } from \"../tooltip\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render an annotation\n *\n * @param id - Annotation identifier\n * @param prefix - Tooltip identifier prefix\n *\n * @returns Element\n */\nexport function renderAnnotation(\n  id: string | number, prefix?: string\n): HTMLElement {\n  prefix = prefix ? `${prefix}_annotation_${id}` : undefined\n\n  /* Render tooltip with anchor, if given */\n  if (prefix) {\n    const anchor = prefix ? `#${prefix}` : undefined\n    return (\n      <aside class=\"md-annotation\" tabIndex={0}>\n        {renderTooltip(prefix)}\n        <a href={anchor} class=\"md-annotation__index\" tabIndex={-1}>\n          <span data-md-annotation-id={id}></span>\n        </a>\n      </aside>\n    )\n  } else {\n    return (\n      <aside class=\"md-annotation\" tabIndex={0}>\n        {renderTooltip(prefix)}\n        <span class=\"md-annotation__index\" tabIndex={-1}>\n          <span data-md-annotation-id={id}></span>\n        </span>\n      </aside>\n    )\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { translation } from \"~/_\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a 'copy-to-clipboard' button\n *\n * @param id - Unique identifier\n *\n * @returns Element\n */\nexport function renderClipboardButton(id: string): HTMLElement {\n  return (\n    <button\n      class=\"md-clipboard md-icon\"\n      title={translation(\"clipboard.copy\")}\n      data-clipboard-target={`#${id} > code`}\n    ></button>\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ComponentChild } from \"preact\"\n\nimport { configuration, feature, translation } from \"~/_\"\nimport { SearchItem } from \"~/integrations/search\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Render flag\n */\nconst enum Flag {\n  TEASER = 1,                          /* Render teaser */\n  PARENT = 2                           /* Render as parent */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper function\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a search document\n *\n * @param document - Search document\n * @param flag - Render flags\n *\n * @returns Element\n */\nfunction renderSearchDocument(\n  document: SearchItem, flag: Flag\n): HTMLElement {\n  const parent = flag & Flag.PARENT\n  const teaser = flag & Flag.TEASER\n\n  /* Render missing query terms */\n  const missing = Object.keys(document.terms)\n    .filter(key => !document.terms[key])\n    .reduce<ComponentChild[]>((list, key) => [\n      ...list, <del>{key}</del>, \" \"\n    ], [])\n    .slice(0, -1)\n\n  /* Assemble query string for highlighting */\n  const config = configuration()\n  const url = new URL(document.location, config.base)\n  if (feature(\"search.highlight\"))\n    url.searchParams.set(\"h\", Object.entries(document.terms)\n      .filter(([, match]) => match)\n      .reduce((highlight, [value]) => `${highlight} ${value}`.trim(), \"\")\n    )\n\n  /* Render article or section, depending on flags */\n  const { tags } = configuration()\n  return (\n    <a href={`${url}`} class=\"md-search-result__link\" tabIndex={-1}>\n      <article\n        class=\"md-search-result__article md-typeset\"\n        data-md-score={document.score.toFixed(2)}\n      >\n        {parent > 0 && <div class=\"md-search-result__icon md-icon\"></div>}\n        {parent > 0 && <h1>{document.title}</h1>}\n        {parent <= 0 && <h2>{document.title}</h2>}\n        {teaser > 0 && document.text.length > 0 &&\n          document.text\n        }\n        {document.tags && document.tags.map(tag => {\n          const type = tags\n            ? tag in tags\n              ? `md-tag-icon md-tag--${tags[tag]}`\n              : \"md-tag-icon\"\n            : \"\"\n          return (\n            <span class={`md-tag ${type}`}>{tag}</span>\n          )\n        })}\n        {teaser > 0 && missing.length > 0 &&\n          <p class=\"md-search-result__terms\">\n            {translation(\"search.result.term.missing\")}: {...missing}\n          </p>\n        }\n      </article>\n    </a>\n  )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a search result\n *\n * @param result - Search result\n *\n * @returns Element\n */\nexport function renderSearchResultItem(\n  result: SearchItem[]\n): HTMLElement {\n  const threshold = result[0].score\n  const docs = [...result]\n\n  const config = configuration()\n\n  /* Find and extract parent article */\n  const parent = docs.findIndex(doc => {\n    const l = `${new URL(doc.location, config.base)}` // @todo hacky\n    return !l.includes(\"#\")\n  })\n  const [article] = docs.splice(parent, 1)\n\n  /* Determine last index above threshold */\n  let index = docs.findIndex(doc => doc.score < threshold)\n  if (index === -1)\n    index = docs.length\n\n  /* Partition sections */\n  const best = docs.slice(0, index)\n  const more = docs.slice(index)\n\n  /* Render children */\n  const children = [\n    renderSearchDocument(article, Flag.PARENT | +(!parent && index === 0)),\n    ...best.map(section => renderSearchDocument(section, Flag.TEASER)),\n    ...more.length ? [\n      <details class=\"md-search-result__more\">\n        <summary tabIndex={-1}>\n          <div>\n            {more.length > 0 && more.length === 1\n              ? translation(\"search.result.more.one\")\n              : translation(\"search.result.more.other\", more.length)\n            }\n          </div>\n        </summary>\n        {...more.map(section => renderSearchDocument(section, Flag.TEASER))}\n      </details>\n    ] : []\n  ]\n\n  /* Render search result */\n  return (\n    <li class=\"md-search-result__item\">\n      {children}\n    </li>\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { SourceFacts } from \"~/components\"\nimport { h, round } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render repository facts\n *\n * @param facts - Repository facts\n *\n * @returns Element\n */\nexport function renderSourceFacts(facts: SourceFacts): HTMLElement {\n  return (\n    <ul class=\"md-source__facts\">\n      {Object.entries(facts).map(([key, value]) => (\n        <li class={`md-source__fact md-source__fact--${key}`}>\n          {typeof value === \"number\" ? round(value) : value}\n        </li>\n      ))}\n    </ul>\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Tabbed control type\n */\ntype TabbedControlType =\n  | \"prev\"\n  | \"next\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render control for content tabs\n *\n * @param type - Control type\n *\n * @returns Element\n */\nexport function renderTabbedControl(\n  type: TabbedControlType\n): HTMLElement {\n  const classes = `tabbed-control tabbed-control--${type}`\n  return (\n    <div class={classes} hidden>\n      <button class=\"tabbed-button\" tabIndex={-1} aria-hidden=\"true\"></button>\n    </div>\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a table inside a wrapper to improve scrolling on mobile\n *\n * @param table - Table element\n *\n * @returns Element\n */\nexport function renderTable(table: HTMLElement): HTMLElement {\n  return (\n    <div class=\"md-typeset__scrollwrap\">\n      <div class=\"md-typeset__table\">\n        {table}\n      </div>\n    </div>\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { configuration, translation } from \"~/_\"\nimport { h } from \"~/utilities\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Version\n */\nexport interface Version {\n  version: string                      /* Version identifier */\n  title: string                        /* Version title */\n  aliases: string[]                    /* Version aliases */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a version\n *\n * @param version - Version\n *\n * @returns Element\n */\nfunction renderVersion(version: Version): HTMLElement {\n  const config = configuration()\n\n  /* Ensure trailing slash - see https://bit.ly/3rL5u3f */\n  const url = new URL(`../${version.version}/`, config.base)\n  return (\n    <li class=\"md-version__item\">\n      <a href={`${url}`} class=\"md-version__link\">\n        {version.title}\n      </a>\n    </li>\n  )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Render a version selector\n *\n * @param versions - Versions\n * @param active - Active version\n *\n * @returns Element\n */\nexport function renderVersionSelector(\n  versions: Version[], active: Version\n): HTMLElement {\n  return (\n    <div class=\"md-version\">\n      <button\n        class=\"md-version__current\"\n        aria-label={translation(\"select.version\")}\n      >\n        {active.title}\n      </button>\n      <ul class=\"md-version__list\">\n        {versions.map(renderVersion)}\n      </ul>\n    </div>\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  animationFrameScheduler,\n  auditTime,\n  combineLatest,\n  debounceTime,\n  defer,\n  delay,\n  endWith,\n  filter,\n  finalize,\n  fromEvent,\n  ignoreElements,\n  map,\n  merge,\n  switchMap,\n  take,\n  takeUntil,\n  tap,\n  throttleTime,\n  withLatestFrom\n} from \"rxjs\"\n\nimport {\n  ElementOffset,\n  getActiveElement,\n  getElementSize,\n  watchElementContentOffset,\n  watchElementFocus,\n  watchElementOffset,\n  watchElementVisibility\n} from \"~/browser\"\n\nimport { Component } from \"../../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Annotation\n */\nexport interface Annotation {\n  active: boolean                      /* Annotation is active */\n  offset: ElementOffset                /* Annotation offset */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  target$: Observable<HTMLElement>     /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch annotation\n *\n * @param el - Annotation element\n * @param container - Containing element\n *\n * @returns Annotation observable\n */\nexport function watchAnnotation(\n  el: HTMLElement, container: HTMLElement\n): Observable<Annotation> {\n  const offset$ = defer(() => combineLatest([\n    watchElementOffset(el),\n    watchElementContentOffset(container)\n  ]))\n    .pipe(\n      map(([{ x, y }, scroll]): ElementOffset => {\n        const { width, height } = getElementSize(el)\n        return ({\n          x: x - scroll.x + width / 2,\n          y: y - scroll.y + height / 2\n        })\n      })\n    )\n\n  /* Actively watch annotation on focus */\n  return watchElementFocus(el)\n    .pipe(\n      switchMap(active => offset$\n        .pipe(\n          map(offset => ({ active, offset })),\n          take(+!active || Infinity)\n        )\n      )\n    )\n}\n\n/**\n * Mount annotation\n *\n * @param el - Annotation element\n * @param container - Containing element\n * @param options - Options\n *\n * @returns Annotation component observable\n */\nexport function mountAnnotation(\n  el: HTMLElement, container: HTMLElement, { target$ }: MountOptions\n): Observable<Component<Annotation>> {\n  const [tooltip, index] = Array.from(el.children)\n\n  /* Mount component on subscription */\n  return defer(() => {\n    const push$ = new Subject<Annotation>()\n    const done$ = push$.pipe(ignoreElements(), endWith(true))\n    push$.subscribe({\n\n      /* Handle emission */\n      next({ offset }) {\n        el.style.setProperty(\"--md-tooltip-x\", `${offset.x}px`)\n        el.style.setProperty(\"--md-tooltip-y\", `${offset.y}px`)\n      },\n\n      /* Handle complete */\n      complete() {\n        el.style.removeProperty(\"--md-tooltip-x\")\n        el.style.removeProperty(\"--md-tooltip-y\")\n      }\n    })\n\n    /* Start animation only when annotation is visible */\n    watchElementVisibility(el)\n      .pipe(\n        takeUntil(done$)\n      )\n        .subscribe(visible => {\n          el.toggleAttribute(\"data-md-visible\", visible)\n        })\n\n    /* Toggle tooltip presence to mitigate empty lines when copying */\n    merge(\n      push$.pipe(filter(({ active }) => active)),\n      push$.pipe(debounceTime(250), filter(({ active }) => !active))\n    )\n      .subscribe({\n\n        /* Handle emission */\n        next({ active }) {\n          if (active)\n            el.prepend(tooltip)\n          else\n            tooltip.remove()\n        },\n\n        /* Handle complete */\n        complete() {\n          el.prepend(tooltip)\n        }\n      })\n\n    /* Toggle tooltip visibility */\n    push$\n      .pipe(\n        auditTime(16, animationFrameScheduler)\n      )\n        .subscribe(({ active }) => {\n          tooltip.classList.toggle(\"md-tooltip--active\", active)\n        })\n\n    /* Track relative origin of tooltip */\n    push$\n      .pipe(\n        throttleTime(125, animationFrameScheduler),\n        filter(() => !!el.offsetParent),\n        map(() => el.offsetParent!.getBoundingClientRect()),\n        map(({ x }) => x)\n      )\n        .subscribe({\n\n          /* Handle emission */\n          next(origin) {\n            if (origin)\n              el.style.setProperty(\"--md-tooltip-0\", `${-origin}px`)\n            else\n              el.style.removeProperty(\"--md-tooltip-0\")\n          },\n\n          /* Handle complete */\n          complete() {\n            el.style.removeProperty(\"--md-tooltip-0\")\n          }\n        })\n\n    /* Allow to copy link without scrolling to anchor */\n    fromEvent<MouseEvent>(index, \"click\")\n      .pipe(\n        takeUntil(done$),\n        filter(ev => !(ev.metaKey || ev.ctrlKey))\n      )\n        .subscribe(ev => {\n          ev.stopPropagation()\n          ev.preventDefault()\n        })\n\n    /* Allow to open link in new tab or blur on close */\n    fromEvent<MouseEvent>(index, \"mousedown\")\n      .pipe(\n        takeUntil(done$),\n        withLatestFrom(push$)\n      )\n        .subscribe(([ev, { active }]) => {\n\n          /* Open in new tab */\n          if (ev.button !== 0 || ev.metaKey || ev.ctrlKey) {\n            ev.preventDefault()\n\n          /* Close annotation */\n          } else if (active) {\n            ev.preventDefault()\n\n            /* Focus parent annotation, if any */\n            const parent = el.parentElement!.closest(\".md-annotation\")\n            if (parent instanceof HTMLElement)\n              parent.focus()\n            else\n              getActiveElement()?.blur()\n          }\n        })\n\n    /* Open and focus annotation on location target */\n    target$\n      .pipe(\n        takeUntil(done$),\n        filter(target => target === tooltip),\n        delay(125)\n      )\n        .subscribe(() => el.focus())\n\n    /* Create and return component */\n    return watchAnnotation(el, container)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  Subject,\n  defer,\n  endWith,\n  finalize,\n  ignoreElements,\n  merge,\n  share,\n  takeUntil\n} from \"rxjs\"\n\nimport {\n  getElement,\n  getElements,\n  getOptionalElement\n} from \"~/browser\"\nimport { renderAnnotation } from \"~/templates\"\n\nimport { Component } from \"../../../_\"\nimport {\n  Annotation,\n  mountAnnotation\n} from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  target$: Observable<HTMLElement>     /* Location target observable */\n  print$: Observable<boolean>          /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Find all annotation markers in the given code block\n *\n * @param container - Containing element\n *\n * @returns Annotation markers\n */\nfunction findAnnotationMarkers(container: HTMLElement): Text[] {\n  const markers: Text[] = []\n  for (const el of getElements(\".c, .c1, .cm\", container)) {\n    const nodes: Text[] = []\n\n    /* Find all text nodes in current element */\n    const it = document.createNodeIterator(el, NodeFilter.SHOW_TEXT)\n    for (let node = it.nextNode(); node; node = it.nextNode())\n      nodes.push(node as Text)\n\n    /* Find all markers in each text node */\n    for (let text of nodes) {\n      let match: RegExpExecArray | null\n\n      /* Split text at marker and add to list */\n      while ((match = /(\\(\\d+\\))(!)?/.exec(text.textContent!))) {\n        const [, id, force] = match\n        if (typeof force === \"undefined\") {\n          const marker = text.splitText(match.index)\n          text = marker.splitText(id.length)\n          markers.push(marker)\n\n        /* Replace entire text with marker */\n        } else {\n          text.textContent = id\n          markers.push(text)\n          break\n        }\n      }\n    }\n  }\n  return markers\n}\n\n/**\n * Swap the child nodes of two elements\n *\n * @param source - Source element\n * @param target - Target element\n */\nfunction swap(source: HTMLElement, target: HTMLElement): void {\n  target.append(...Array.from(source.childNodes))\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount annotation list\n *\n * This function analyzes the containing code block and checks for markers\n * referring to elements in the given annotation list. If no markers are found,\n * the list is left untouched. Otherwise, list elements are rendered as\n * annotations inside the code block.\n *\n * @param el - Annotation list element\n * @param container - Containing element\n * @param options - Options\n *\n * @returns Annotation component observable\n */\nexport function mountAnnotationList(\n  el: HTMLElement, container: HTMLElement, { target$, print$ }: MountOptions\n): Observable<Component<Annotation>> {\n\n  /* Compute prefix for tooltip anchors */\n  const parent = container.closest(\"[id]\")\n  const prefix = parent?.id\n\n  /* Find and replace all markers with empty annotations */\n  const annotations = new Map<string, HTMLElement>()\n  for (const marker of findAnnotationMarkers(container)) {\n    const [, id] = marker.textContent!.match(/\\((\\d+)\\)/)!\n    if (getOptionalElement(`:scope > li:nth-child(${id})`, el)) {\n      annotations.set(id, renderAnnotation(id, prefix))\n      marker.replaceWith(annotations.get(id)!)\n    }\n  }\n\n  /* Keep list if there are no annotations to render */\n  if (annotations.size === 0)\n    return EMPTY\n\n  /* Mount component on subscription */\n  return defer(() => {\n    const done$ = new Subject()\n\n    /* Retrieve container pairs for swapping */\n    const pairs: [HTMLElement, HTMLElement][] = []\n    for (const [id, annotation] of annotations)\n      pairs.push([\n        getElement(\".md-typeset\", annotation),\n        getElement(`:scope > li:nth-child(${id})`, el)\n      ])\n\n    /* Handle print mode - see https://bit.ly/3rgPdpt */\n    print$\n      .pipe(\n        takeUntil(done$.pipe(ignoreElements(), endWith(true)))\n      )\n        .subscribe(active => {\n          el.hidden = !active\n\n          /* Show annotations in code block or list (print) */\n          for (const [inner, child] of pairs)\n            if (!active)\n              swap(child, inner)\n            else\n              swap(inner, child)\n        })\n\n    /* Create and return component */\n    return merge(...[...annotations]\n      .map(([, annotation]) => (\n        mountAnnotation(annotation, container, { target$ })\n      ))\n    )\n      .pipe(\n        finalize(() => done$.complete()),\n        share()\n      )\n  })\n}\n", ".node circle,.node ellipse,.node path,.node polygon,.node rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}marker{fill:var(--md-mermaid-edge-color)!important}.edgeLabel .label rect{fill:#0000}.label{color:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.label foreignObject{line-height:normal;overflow:visible}.label div .edgeLabel{color:var(--md-mermaid-label-fg-color)}.edgeLabel,.edgeLabel rect,.label div .edgeLabel{background-color:var(--md-mermaid-label-bg-color)}.edgeLabel,.edgeLabel rect{fill:var(--md-mermaid-label-bg-color);color:var(--md-mermaid-edge-color)}.edgePath .path,.flowchart-link{stroke:var(--md-mermaid-edge-color);stroke-width:.05rem}.edgePath .arrowheadPath{fill:var(--md-mermaid-edge-color);stroke:none}.cluster rect{fill:var(--md-default-fg-color--lightest);stroke:var(--md-default-fg-color--lighter)}.cluster span{color:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}g #flowchart-circleEnd,g #flowchart-circleStart,g #flowchart-crossEnd,g #flowchart-crossStart,g #flowchart-pointEnd,g #flowchart-pointStart{stroke:none}g.classGroup line,g.classGroup rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}g.classGroup text{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.classLabel .box{fill:var(--md-mermaid-label-bg-color);background-color:var(--md-mermaid-label-bg-color);opacity:1}.classLabel .label{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.node .divider{stroke:var(--md-mermaid-node-fg-color)}.relation{stroke:var(--md-mermaid-edge-color)}.cardinality{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.cardinality text{fill:inherit!important}defs #classDiagram-compositionEnd,defs #classDiagram-compositionStart,defs #classDiagram-dependencyEnd,defs #classDiagram-dependencyStart,defs #classDiagram-extensionEnd,defs #classDiagram-extensionStart{fill:var(--md-mermaid-edge-color)!important;stroke:var(--md-mermaid-edge-color)!important}defs #classDiagram-aggregationEnd,defs #classDiagram-aggregationStart{fill:var(--md-mermaid-label-bg-color)!important;stroke:var(--md-mermaid-edge-color)!important}g.stateGroup rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}g.stateGroup .state-title{fill:var(--md-mermaid-label-fg-color)!important;font-family:var(--md-mermaid-font-family)}g.stateGroup .composit{fill:var(--md-mermaid-label-bg-color)}.nodeLabel{color:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.node circle.state-end,.node circle.state-start,.start-state{fill:var(--md-mermaid-edge-color);stroke:none}.end-state-inner,.end-state-outer{fill:var(--md-mermaid-edge-color)}.end-state-inner,.node circle.state-end{stroke:var(--md-mermaid-label-bg-color)}.transition{stroke:var(--md-mermaid-edge-color)}[id^=state-fork] rect,[id^=state-join] rect{fill:var(--md-mermaid-edge-color)!important;stroke:none!important}.statediagram-cluster.statediagram-cluster .inner{fill:var(--md-default-bg-color)}.statediagram-cluster rect{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}.statediagram-state rect.divider{fill:var(--md-default-fg-color--lightest);stroke:var(--md-default-fg-color--lighter)}defs #statediagram-barbEnd{stroke:var(--md-mermaid-edge-color)}.attributeBoxEven,.attributeBoxOdd{fill:var(--md-mermaid-node-bg-color);stroke:var(--md-mermaid-node-fg-color)}.entityBox{fill:var(--md-mermaid-label-bg-color);stroke:var(--md-mermaid-node-fg-color)}.entityLabel{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}.relationshipLabelBox{fill:var(--md-mermaid-label-bg-color);fill-opacity:1;background-color:var(--md-mermaid-label-bg-color);opacity:1}.relationshipLabel{fill:var(--md-mermaid-label-fg-color)}.relationshipLine{stroke:var(--md-mermaid-edge-color)}defs #ONE_OR_MORE_END *,defs #ONE_OR_MORE_START *,defs #ONLY_ONE_END *,defs #ONLY_ONE_START *,defs #ZERO_OR_MORE_END *,defs #ZERO_OR_MORE_START *,defs #ZERO_OR_ONE_END *,defs #ZERO_OR_ONE_START *{stroke:var(--md-mermaid-edge-color)!important}.actor,defs #ZERO_OR_MORE_END circle,defs #ZERO_OR_MORE_START circle{fill:var(--md-mermaid-label-bg-color)}.actor{stroke:var(--md-mermaid-node-fg-color)}text.actor>tspan{fill:var(--md-mermaid-label-fg-color);font-family:var(--md-mermaid-font-family)}line{stroke:var(--md-default-fg-color--lighter)}.actor-man circle,.actor-man line{fill:var(--md-mermaid-label-bg-color);stroke:var(--md-mermaid-node-fg-color)}.messageLine0,.messageLine1{stroke:var(--md-mermaid-edge-color)}.loopText,.loopText>tspan,.messageText,.noteText>tspan{fill:var(--md-mermaid-edge-color);stroke:none;font-family:var(--md-mermaid-font-family)!important}.noteText>tspan{fill:#000}#arrowhead path{fill:var(--md-mermaid-edge-color);stroke:none}.loopLine{stroke:var(--md-mermaid-node-fg-color)}.labelBox,.loopLine{fill:var(--md-mermaid-node-bg-color)}.labelBox{stroke:none}.labelText,.labelText>span{fill:var(--md-mermaid-node-fg-color);font-family:var(--md-mermaid-font-family)}.sequenceNumber{fill:var(--md-accent-bg-color)}rect.rect{fill:var(--md-mermaid-node-bg-color);stroke:none}rect.rect+text.text{fill:var(--md-mermaid-edge-color)}defs #sequencenumber{fill:var(--md-mermaid-node-fg-color)!important}", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  map,\n  of,\n  shareReplay,\n  tap\n} from \"rxjs\"\n\nimport { watchScript } from \"~/browser\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../../_\"\n\nimport themeCSS from \"./index.css\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mermaid diagram\n */\nexport interface Mermaid {}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Mermaid instance observable\n */\nlet mermaid$: Observable<void>\n\n/**\n * Global sequence number for diagrams\n */\nlet sequence = 0\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch Mermaid script\n *\n * @returns Mermaid scripts observable\n */\nfunction fetchScripts(): Observable<void> {\n  return typeof mermaid === \"undefined\" || mermaid instanceof Element\n    ? watchScript(\"https://unpkg.com/mermaid@9.4.3/dist/mermaid.min.js\")\n    : of(undefined)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount Mermaid diagram\n *\n * @param el - Code block element\n *\n * @returns Mermaid diagram component observable\n */\nexport function mountMermaid(\n  el: HTMLElement\n): Observable<Component<Mermaid>> {\n  el.classList.remove(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n  mermaid$ ||= fetchScripts()\n    .pipe(\n      tap(() => mermaid.initialize({\n        startOnLoad: false,\n        themeCSS,\n        sequence: {\n          actorFontSize: \"16px\", // Hack: mitigate https://bit.ly/3y0NEi3\n          messageFontSize: \"16px\",\n          noteFontSize: \"16px\"\n        }\n      })),\n      map(() => undefined),\n      shareReplay(1)\n    )\n\n  /* Render diagram */\n  mermaid$.subscribe(() => {\n    el.classList.add(\"mermaid\") // Hack: mitigate https://bit.ly/3CiN6Du\n    const id = `__mermaid_${sequence++}`\n\n    /* Create host element to replace code block */\n    const host = h(\"div\", { class: \"mermaid\" })\n    const text = el.textContent\n\n    /* Render and inject diagram */\n    mermaid.mermaidAPI.render(id, text, (svg: string, fn: Function) => {\n\n      /* Create a shadow root and inject diagram */\n      const shadow = host.attachShadow({ mode: \"closed\" })\n      shadow.innerHTML = svg\n\n      /* Replace code block with diagram and bind functions */\n      el.replaceWith(host)\n      fn?.(shadow)\n    })\n  })\n\n  /* Create and return component */\n  return mermaid$\n    .pipe(\n      map(() => ({ ref: el }))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  defer,\n  filter,\n  finalize,\n  map,\n  merge,\n  tap\n} from \"rxjs\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Details\n */\nexport interface Details {\n  action: \"open\" | \"close\"             /* Details state */\n  reveal?: boolean                     /* Details is revealed */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  target$: Observable<HTMLElement>     /* Location target observable */\n  print$: Observable<boolean>          /* Media print observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  target$: Observable<HTMLElement>     /* Location target observable */\n  print$: Observable<boolean>          /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch details\n *\n * @param el - Details element\n * @param options - Options\n *\n * @returns Details observable\n */\nexport function watchDetails(\n  el: HTMLDetailsElement, { target$, print$ }: WatchOptions\n): Observable<Details> {\n  let open = true\n  return merge(\n\n    /* Open and focus details on location target */\n    target$\n      .pipe(\n        map(target => target.closest(\"details:not([open])\")!),\n        filter(details => el === details),\n        map(() => ({\n          action: \"open\", reveal: true\n        }) as Details)\n      ),\n\n    /* Open details on print and close afterwards */\n    print$\n      .pipe(\n        filter(active => active || !open),\n        tap(() => open = el.open),\n        map(active => ({\n          action: active ? \"open\" : \"close\"\n        }) as Details)\n      )\n  )\n}\n\n/**\n * Mount details\n *\n * This function ensures that `details` tags are opened on anchor jumps and\n * prior to printing, so the whole content of the page is visible.\n *\n * @param el - Details element\n * @param options - Options\n *\n * @returns Details component observable\n */\nexport function mountDetails(\n  el: HTMLDetailsElement, options: MountOptions\n): Observable<Component<Details>> {\n  return defer(() => {\n    const push$ = new Subject<Details>()\n    push$.subscribe(({ action, reveal }) => {\n      el.toggleAttribute(\"open\", action === \"open\")\n      if (reveal)\n        el.scrollIntoView()\n    })\n\n    /* Create and return component */\n    return watchDetails(el, options)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Observable, of } from \"rxjs\"\n\nimport { renderTable } from \"~/templates\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Data table\n */\nexport interface DataTable {}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Sentinel for replacement\n */\nconst sentinel = h(\"table\")\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount data table\n *\n * This function wraps a data table in another scrollable container, so it can\n * be smoothly scrolled on smaller screen sizes and won't break the layout.\n *\n * @param el - Data table element\n *\n * @returns Data table component observable\n */\nexport function mountDataTable(\n  el: HTMLElement\n): Observable<Component<DataTable>> {\n  el.replaceWith(sentinel)\n  sentinel.replaceWith(renderTable(el))\n\n  /* Create and return component */\n  return of({ ref: el })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  animationFrameScheduler,\n  asyncScheduler,\n  auditTime,\n  combineLatest,\n  defer,\n  endWith,\n  finalize,\n  fromEvent,\n  ignoreElements,\n  map,\n  merge,\n  skip,\n  startWith,\n  subscribeOn,\n  takeUntil,\n  tap,\n  withLatestFrom\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n  Viewport,\n  getElement,\n  getElementContentOffset,\n  getElementContentSize,\n  getElementOffset,\n  getElementSize,\n  getElements,\n  watchElementContentOffset,\n  watchElementSize\n} from \"~/browser\"\nimport { renderTabbedControl } from \"~/templates\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Content tabs\n */\nexport interface ContentTabs {\n  active: HTMLLabelElement             /* Active tab label */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch content tabs\n *\n * @param el - Content tabs element\n *\n * @returns Content tabs observable\n */\nexport function watchContentTabs(\n  el: HTMLElement\n): Observable<ContentTabs> {\n  const inputs = getElements<HTMLInputElement>(\":scope > input\", el)\n  const initial = inputs.find(input => input.checked) || inputs[0]\n  return merge(...inputs.map(input => fromEvent(input, \"change\")\n    .pipe(\n      map(() => getElement<HTMLLabelElement>(`label[for=\"${input.id}\"]`))\n    )\n  ))\n    .pipe(\n      startWith(getElement<HTMLLabelElement>(`label[for=\"${initial.id}\"]`)),\n      map(active => ({ active }))\n    )\n}\n\n/**\n * Mount content tabs\n *\n * This function scrolls the active tab into view. While this functionality is\n * provided by browsers as part of `scrollInfoView`, browsers will always also\n * scroll the vertical axis, which we do not want. Thus, we decided to provide\n * this functionality ourselves.\n *\n * @param el - Content tabs element\n * @param options - Options\n *\n * @returns Content tabs component observable\n */\nexport function mountContentTabs(\n  el: HTMLElement, { viewport$ }: MountOptions\n): Observable<Component<ContentTabs>> {\n\n  /* Render content tab previous button for pagination */\n  const prev = renderTabbedControl(\"prev\")\n  el.append(prev)\n\n  /* Render content tab next button for pagination */\n  const next = renderTabbedControl(\"next\")\n  el.append(next)\n\n  /* Mount component on subscription */\n  const container = getElement(\".tabbed-labels\", el)\n  return defer(() => {\n    const push$ = new Subject<ContentTabs>()\n    const done$ = push$.pipe(ignoreElements(), endWith(true))\n    combineLatest([push$, watchElementSize(el)])\n      .pipe(\n        auditTime(1, animationFrameScheduler),\n        takeUntil(done$)\n      )\n        .subscribe({\n\n          /* Handle emission */\n          next([{ active }, size]) {\n            const offset = getElementOffset(active)\n            const { width } = getElementSize(active)\n\n            /* Set tab indicator offset and width */\n            el.style.setProperty(\"--md-indicator-x\", `${offset.x}px`)\n            el.style.setProperty(\"--md-indicator-width\", `${width}px`)\n\n            /* Scroll container to active content tab */\n            const content = getElementContentOffset(container)\n            if (\n              offset.x         < content.x              ||\n              offset.x + width > content.x + size.width\n            )\n              container.scrollTo({\n                left: Math.max(0, offset.x - 16),\n                behavior: \"smooth\"\n              })\n          },\n\n          /* Handle complete */\n          complete() {\n            el.style.removeProperty(\"--md-indicator-x\")\n            el.style.removeProperty(\"--md-indicator-width\")\n          }\n        })\n\n    /* Hide content tab buttons on borders */\n    combineLatest([\n      watchElementContentOffset(container),\n      watchElementSize(container)\n    ])\n      .pipe(\n        takeUntil(done$)\n      )\n        .subscribe(([offset, size]) => {\n          const content = getElementContentSize(container)\n          prev.hidden = offset.x < 16\n          next.hidden = offset.x > content.width - size.width - 16\n        })\n\n    /* Paginate content tab container on click */\n    merge(\n      fromEvent(prev, \"click\").pipe(map(() => -1)),\n      fromEvent(next, \"click\").pipe(map(() => +1))\n    )\n      .pipe(\n        takeUntil(done$)\n      )\n        .subscribe(direction => {\n          const { width } = getElementSize(container)\n          container.scrollBy({\n            left: width * direction,\n            behavior: \"smooth\"\n          })\n        })\n\n    /* Set up linking of content tabs, if enabled */\n    if (feature(\"content.tabs.link\"))\n      push$.pipe(\n        skip(1),\n        withLatestFrom(viewport$)\n      )\n        .subscribe(([{ active }, { offset }]) => {\n          const tab = active.innerText.trim()\n          if (active.hasAttribute(\"data-md-switching\")) {\n            active.removeAttribute(\"data-md-switching\")\n\n          /* Determine viewport offset of active tab */\n          } else {\n            const y = el.offsetTop - offset.y\n\n            /* Passively activate other tabs */\n            for (const set of getElements(\"[data-tabs]\"))\n              for (const input of getElements<HTMLInputElement>(\n                \":scope > input\", set\n              )) {\n                const label = getElement(`label[for=\"${input.id}\"]`)\n                if (\n                  label !== active &&\n                  label.innerText.trim() === tab\n                ) {\n                  label.setAttribute(\"data-md-switching\", \"\")\n                  input.click()\n                  break\n                }\n              }\n\n            /* Bring active tab into view */\n            window.scrollTo({\n              top: el.offsetTop - y\n            })\n\n            /* Persist active tabs in local storage */\n            const tabs = __md_get<string[]>(\"__tabs\") || []\n            __md_set(\"__tabs\", [...new Set([tab, ...tabs])])\n          }\n        })\n\n    /* Pause media (audio, video) on switch - see https://bit.ly/3Bk6cel */\n    push$.pipe(takeUntil(done$))\n      .subscribe(() => {\n        for (const media of getElements<HTMLAudioElement>(\"audio, video\", el))\n          media.pause()\n      })\n\n    /* Create and return component */\n    return watchContentTabs(el)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n    .pipe(\n      subscribeOn(asyncScheduler)\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Observable, merge } from \"rxjs\"\n\nimport { Viewport, getElements } from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Annotation } from \"../annotation\"\nimport {\n  CodeBlock,\n  Mermaid,\n  mountCodeBlock,\n  mountMermaid\n} from \"../code\"\nimport {\n  Details,\n  mountDetails\n} from \"../details\"\nimport {\n  DataTable,\n  mountDataTable\n} from \"../table\"\nimport {\n  ContentTabs,\n  mountContentTabs\n} from \"../tabs\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Content\n */\nexport type Content =\n  | Annotation\n  | ContentTabs\n  | CodeBlock\n  | Mermaid\n  | DataTable\n  | Details\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  target$: Observable<HTMLElement>     /* Location target observable */\n  print$: Observable<boolean>          /* Media print observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount content\n *\n * This function mounts all components that are found in the content of the\n * actual article, including code blocks, data tables and details.\n *\n * @param el - Content element\n * @param options - Options\n *\n * @returns Content component observable\n */\nexport function mountContent(\n  el: HTMLElement, { viewport$, target$, print$ }: MountOptions\n): Observable<Component<Content>> {\n  return merge(\n\n    /* Code blocks */\n    ...getElements(\"pre:not(.mermaid) > code\", el)\n      .map(child => mountCodeBlock(child, { target$, print$ })),\n\n    /* Mermaid diagrams */\n    ...getElements(\"pre.mermaid\", el)\n      .map(child => mountMermaid(child)),\n\n    /* Data tables */\n    ...getElements(\"table:not([class])\", el)\n      .map(child => mountDataTable(child)),\n\n    /* Details */\n    ...getElements(\"details\", el)\n      .map(child => mountDetails(child, { target$, print$ })),\n\n    /* Content tabs */\n    ...getElements(\"[data-tabs]\", el)\n      .map(child => mountContentTabs(child, { viewport$ }))\n  )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  defer,\n  delay,\n  finalize,\n  map,\n  merge,\n  of,\n  switchMap,\n  tap\n} from \"rxjs\"\n\nimport { getElement } from \"~/browser\"\n\nimport { Component } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Dialog\n */\nexport interface Dialog {\n  message: string                      /* Dialog message */\n  active: boolean                      /* Dialog is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  alert$: Subject<string>              /* Alert subject */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  alert$: Subject<string>              /* Alert subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch dialog\n *\n * @param _el - Dialog element\n * @param options - Options\n *\n * @returns Dialog observable\n */\nexport function watchDialog(\n  _el: HTMLElement, { alert$ }: WatchOptions\n): Observable<Dialog> {\n  return alert$\n    .pipe(\n      switchMap(message => merge(\n        of(true),\n        of(false).pipe(delay(2000))\n      )\n        .pipe(\n          map(active => ({ message, active }))\n        )\n      )\n    )\n}\n\n/**\n * Mount dialog\n *\n * This function reveals the dialog in the right corner when a new alert is\n * emitted through the subject that is passed as part of the options.\n *\n * @param el - Dialog element\n * @param options - Options\n *\n * @returns Dialog component observable\n */\nexport function mountDialog(\n  el: HTMLElement, options: MountOptions\n): Observable<Component<Dialog>> {\n  const inner = getElement(\".md-typeset\", el)\n  return defer(() => {\n    const push$ = new Subject<Dialog>()\n    push$.subscribe(({ message, active }) => {\n      el.classList.toggle(\"md-dialog--active\", active)\n      inner.textContent = message\n    })\n\n    /* Create and return component */\n    return watchDialog(el, options)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  bufferCount,\n  combineLatest,\n  combineLatestWith,\n  defer,\n  distinctUntilChanged,\n  distinctUntilKeyChanged,\n  endWith,\n  filter,\n  ignoreElements,\n  map,\n  of,\n  shareReplay,\n  startWith,\n  switchMap,\n  takeUntil\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n  Viewport,\n  watchElementSize,\n  watchToggle\n} from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Main } from \"../../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Header\n */\nexport interface Header {\n  height: number                       /* Header visible height */\n  hidden: boolean                      /* Header is hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n  main$: Observable<Main>              /* Main area observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Compute whether the header is hidden\n *\n * If the user scrolls past a certain threshold, the header can be hidden when\n * scrolling down, and shown when scrolling up.\n *\n * @param options - Options\n *\n * @returns Toggle observable\n */\nfunction isHidden({ viewport$ }: WatchOptions): Observable<boolean> {\n  if (!feature(\"header.autohide\"))\n    return of(false)\n\n  /* Compute direction and turning point */\n  const direction$ = viewport$\n    .pipe(\n      map(({ offset: { y } }) => y),\n      bufferCount(2, 1),\n      map(([a, b]) => [a < b, b] as const),\n      distinctUntilKeyChanged(0)\n    )\n\n  /* Compute whether header should be hidden */\n  const hidden$ = combineLatest([viewport$, direction$])\n    .pipe(\n      filter(([{ offset }, [, y]]) => Math.abs(y - offset.y) > 100),\n      map(([, [direction]]) => direction),\n      distinctUntilChanged()\n    )\n\n  /* Compute threshold for hiding */\n  const search$ = watchToggle(\"search\")\n  return combineLatest([viewport$, search$])\n    .pipe(\n      map(([{ offset }, search]) => offset.y > 400 && !search),\n      distinctUntilChanged(),\n      switchMap(active => active ? hidden$ : of(false)),\n      startWith(false)\n    )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch header\n *\n * @param el - Header element\n * @param options - Options\n *\n * @returns Header observable\n */\nexport function watchHeader(\n  el: HTMLElement, options: WatchOptions\n): Observable<Header> {\n  return defer(() => combineLatest([\n    watchElementSize(el),\n    isHidden(options)\n  ]))\n    .pipe(\n      map(([{ height }, hidden]) => ({\n        height,\n        hidden\n      })),\n      distinctUntilChanged((a, b) => (\n        a.height === b.height &&\n        a.hidden === b.hidden\n      )),\n      shareReplay(1)\n    )\n}\n\n/**\n * Mount header\n *\n * This function manages the different states of the header, i.e. whether it's\n * hidden or rendered with a shadow. This depends heavily on the main area.\n *\n * @param el - Header element\n * @param options - Options\n *\n * @returns Header component observable\n */\nexport function mountHeader(\n  el: HTMLElement, { header$, main$ }: MountOptions\n): Observable<Component<Header>> {\n  return defer(() => {\n    const push$ = new Subject<Main>()\n    const done$ = push$.pipe(ignoreElements(), endWith(true))\n    push$\n      .pipe(\n        distinctUntilKeyChanged(\"active\"),\n        combineLatestWith(header$)\n      )\n        .subscribe(([{ active }, { hidden }]) => {\n          el.classList.toggle(\"md-header--shadow\", active && !hidden)\n          el.hidden = hidden\n        })\n\n    /* Link to main area */\n    main$.subscribe(push$)\n\n    /* Create and return component */\n    return header$\n      .pipe(\n        takeUntil(done$),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  Subject,\n  defer,\n  distinctUntilKeyChanged,\n  finalize,\n  map,\n  tap\n} from \"rxjs\"\n\nimport {\n  Viewport,\n  getElementSize,\n  getOptionalElement,\n  watchViewportAt\n} from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { Header } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Header\n */\nexport interface HeaderTitle {\n  active: boolean                      /* Header title is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch header title\n *\n * @param el - Heading element\n * @param options - Options\n *\n * @returns Header title observable\n */\nexport function watchHeaderTitle(\n  el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable<HeaderTitle> {\n  return watchViewportAt(el, { viewport$, header$ })\n    .pipe(\n      map(({ offset: { y } }) => {\n        const { height } = getElementSize(el)\n        return {\n          active: y >= height\n        }\n      }),\n      distinctUntilKeyChanged(\"active\")\n    )\n}\n\n/**\n * Mount header title\n *\n * This function swaps the header title from the site title to the title of the\n * current page when the user scrolls past the first headline.\n *\n * @param el - Header title element\n * @param options - Options\n *\n * @returns Header title component observable\n */\nexport function mountHeaderTitle(\n  el: HTMLElement, options: MountOptions\n): Observable<Component<HeaderTitle>> {\n  return defer(() => {\n    const push$ = new Subject<HeaderTitle>()\n    push$.subscribe({\n\n      /* Handle emission */\n      next({ active }) {\n        el.classList.toggle(\"md-header__title--active\", active)\n      },\n\n      /* Handle complete */\n      complete() {\n        el.classList.remove(\"md-header__title--active\")\n      }\n    })\n\n    /* Obtain headline, if any */\n    const heading = getOptionalElement(\"article h1\")\n    if (typeof heading === \"undefined\")\n      return EMPTY\n\n    /* Create and return component */\n    return watchHeaderTitle(heading, options)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  combineLatest,\n  distinctUntilChanged,\n  distinctUntilKeyChanged,\n  map,\n  switchMap\n} from \"rxjs\"\n\nimport {\n  Viewport,\n  watchElementSize\n} from \"~/browser\"\n\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Main area\n */\nexport interface Main {\n  offset: number                       /* Main area top offset */\n  height: number                       /* Main area visible height */\n  active: boolean                      /* Main area is active */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch main area\n *\n * This function returns an observable that computes the visual parameters of\n * the main area which depends on the viewport vertical offset and height, as\n * well as the height of the header element, if the header is fixed.\n *\n * @param el - Main area element\n * @param options - Options\n *\n * @returns Main area observable\n */\nexport function watchMain(\n  el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable<Main> {\n\n  /* Compute necessary adjustment for header */\n  const adjust$ = header$\n    .pipe(\n      map(({ height }) => height),\n      distinctUntilChanged()\n    )\n\n  /* Compute the main area's top and bottom borders */\n  const border$ = adjust$\n    .pipe(\n      switchMap(() => watchElementSize(el)\n        .pipe(\n          map(({ height }) => ({\n            top:    el.offsetTop,\n            bottom: el.offsetTop + height\n          })),\n          distinctUntilKeyChanged(\"bottom\")\n        )\n      )\n    )\n\n  /* Compute the main area's offset, visible height and if we scrolled past */\n  return combineLatest([adjust$, border$, viewport$])\n    .pipe(\n      map(([header, { top, bottom }, { offset: { y }, size: { height } }]) => {\n        height = Math.max(0, height\n          - Math.max(0, top    - y,  header)\n          - Math.max(0, height + y - bottom)\n        )\n        return {\n          offset: top - header,\n          height,\n          active: top - header <= y\n        }\n      }),\n      distinctUntilChanged((a, b) => (\n        a.offset === b.offset &&\n        a.height === b.height &&\n        a.active === b.active\n      ))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  asyncScheduler,\n  defer,\n  finalize,\n  fromEvent,\n  map,\n  mergeMap,\n  observeOn,\n  of,\n  shareReplay,\n  startWith,\n  tap\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\nimport { h } from \"~/utilities\"\n\nimport {\n  Component,\n  getComponentElement\n} from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Palette colors\n */\nexport interface PaletteColor {\n  scheme?: string                      /* Color scheme */\n  primary?: string                     /* Primary color */\n  accent?: string                      /* Accent color */\n}\n\n/**\n * Palette\n */\nexport interface Palette {\n  index: number                        /* Palette index */\n  color: PaletteColor                  /* Palette colors */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch color palette\n *\n * @param inputs - Color palette element\n *\n * @returns Color palette observable\n */\nexport function watchPalette(\n  inputs: HTMLInputElement[]\n): Observable<Palette> {\n  const current = __md_get<Palette>(\"__palette\") || {\n    index: inputs.findIndex(input => matchMedia(\n      input.getAttribute(\"data-md-color-media\")!\n    ).matches)\n  }\n\n  /* Emit changes in color palette */\n  return of(...inputs)\n    .pipe(\n      mergeMap(input => fromEvent(input, \"change\")\n        .pipe(\n          map(() => input)\n        )\n      ),\n      startWith(inputs[Math.max(0, current.index)]),\n      map(input => ({\n        index: inputs.indexOf(input),\n        color: {\n          scheme:  input.getAttribute(\"data-md-color-scheme\"),\n          primary: input.getAttribute(\"data-md-color-primary\"),\n          accent:  input.getAttribute(\"data-md-color-accent\")\n        }\n      } as Palette)),\n      shareReplay(1)\n    )\n}\n\n/**\n * Mount color palette\n *\n * @param el - Color palette element\n *\n * @returns Color palette component observable\n */\nexport function mountPalette(\n  el: HTMLElement\n): Observable<Component<Palette>> {\n  const meta = h(\"meta\", { name: \"theme-color\" })\n  document.head.appendChild(meta)\n\n  // Add color scheme meta tag\n  const scheme = h(\"meta\", { name: \"color-scheme\" })\n  document.head.appendChild(scheme)\n\n  /* Mount component on subscription */\n  return defer(() => {\n    const push$ = new Subject<Palette>()\n    push$.subscribe(palette => {\n      document.body.setAttribute(\"data-md-color-switching\", \"\")\n\n      /* Set color palette */\n      for (const [key, value] of Object.entries(palette.color))\n        document.body.setAttribute(`data-md-color-${key}`, value)\n\n      /* Toggle visibility */\n      for (let index = 0; index < inputs.length; index++) {\n        const label = inputs[index].nextElementSibling\n        if (label instanceof HTMLElement)\n          label.hidden = palette.index !== index\n      }\n\n      /* Persist preference in local storage */\n      __md_set(\"__palette\", palette)\n    })\n\n    /* Update theme-color meta tag */\n    push$\n      .pipe(\n        map(() => {\n          const header = getComponentElement(\"header\")\n          const style  = window.getComputedStyle(header)\n\n          // Set color scheme\n          scheme.content = style.colorScheme\n\n          /* Return color in hexadecimal format */\n          return style.backgroundColor.match(/\\d+/g)!\n            .map(value => (+value).toString(16).padStart(2, \"0\"))\n            .join(\"\")\n        })\n      )\n        .subscribe(color => meta.content = `#${color}`)\n\n    /* Revert transition durations after color switch */\n    push$.pipe(observeOn(asyncScheduler))\n      .subscribe(() => {\n        document.body.removeAttribute(\"data-md-color-switching\")\n      })\n\n    /* Create and return component */\n    const inputs = getElements<HTMLInputElement>(\"input\", el)\n    return watchPalette(inputs)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport ClipboardJS from \"clipboard\"\nimport {\n  Observable,\n  Subject,\n  map,\n  tap\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport { getElement } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n  alert$: Subject<string>              /* Alert subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Extract text to copy\n *\n * @param el - HTML element\n *\n * @returns Extracted text\n */\nfunction extract(el: HTMLElement): string {\n  el.setAttribute(\"data-md-copying\", \"\")\n  const text = el.innerText\n  el.removeAttribute(\"data-md-copying\")\n  return text\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up Clipboard.js integration\n *\n * @param options - Options\n */\nexport function setupClipboardJS(\n  { alert$ }: SetupOptions\n): void {\n  if (ClipboardJS.isSupported()) {\n    new Observable<ClipboardJS.Event>(subscriber => {\n      new ClipboardJS(\"[data-clipboard-target], [data-clipboard-text]\", {\n        text: el => (\n          el.getAttribute(\"data-clipboard-text\")! ||\n          extract(getElement(\n            el.getAttribute(\"data-clipboard-target\")!\n          ))\n        )\n      })\n        .on(\"success\", ev => subscriber.next(ev))\n    })\n      .pipe(\n        tap(ev => {\n          const trigger = ev.trigger as HTMLElement\n          trigger.focus()\n        }),\n        map(() => translation(\"clipboard.copied\"))\n      )\n        .subscribe(alert$)\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  catchError,\n  defaultIfEmpty,\n  map,\n  of,\n  tap\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport { getElements, requestXML } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Sitemap, i.e. a list of URLs\n */\nexport type Sitemap = string[]\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Preprocess a list of URLs\n *\n * This function replaces the `site_url` in the sitemap with the actual base\n * URL, to allow instant loading to work in occasions like Netlify previews.\n *\n * @param urls - URLs\n *\n * @returns URL path parts\n */\nfunction preprocess(urls: Sitemap): Sitemap {\n  if (urls.length < 2)\n    return [\"\"]\n\n  /* Take the first two URLs and remove everything after the last slash */\n  const [root, next] = [...urls]\n    .sort((a, b) => a.length - b.length)\n    .map(url => url.replace(/[^/]+$/, \"\"))\n\n  /* Compute common prefix */\n  let index = 0\n  if (root === next)\n    index = root.length\n  else\n    while (root.charCodeAt(index) === next.charCodeAt(index))\n      index++\n\n  /* Remove common prefix and return in original order */\n  return urls.map(url => url.replace(root.slice(0, index), \"\"))\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch the sitemap for the given base URL\n *\n * @param base - Base URL\n *\n * @returns Sitemap observable\n */\nexport function fetchSitemap(base?: URL): Observable<Sitemap> {\n  const cached = __md_get<Sitemap>(\"__sitemap\", sessionStorage, base)\n  if (cached) {\n    return of(cached)\n  } else {\n    const config = configuration()\n    return requestXML(new URL(\"sitemap.xml\", base || config.base))\n      .pipe(\n        map(sitemap => preprocess(getElements(\"loc\", sitemap)\n          .map(node => node.textContent!)\n        )),\n        catchError(() => EMPTY), // @todo refactor instant loading\n        defaultIfEmpty([]),\n        tap(sitemap => __md_set(\"__sitemap\", sitemap, sessionStorage, base))\n      )\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  Subject,\n  bufferCount,\n  catchError,\n  concat,\n  debounceTime,\n  distinctUntilKeyChanged,\n  endWith,\n  fromEvent,\n  ignoreElements,\n  map,\n  of,\n  share,\n  skip,\n  startWith,\n  switchMap,\n  take,\n  withLatestFrom\n} from \"rxjs\"\n\nimport { configuration, feature } from \"~/_\"\nimport {\n  Viewport,\n  getElements,\n  getLocation,\n  getOptionalElement,\n  request,\n  setLocation,\n  setLocationHash\n} from \"~/browser\"\nimport { getComponentElement } from \"~/components\"\n\nimport { fetchSitemap } from \"../sitemap\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n  location$: Subject<URL>              /* Location subject */\n  viewport$: Observable<Viewport>      /* Viewport observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up instant navigation\n *\n * This is a heavily orchestrated operation - see inline comments to learn how\n * this works with Material for MkDocs, and how you can hook into it.\n *\n * @param options - Options\n *\n * @returns Document observable\n */\nexport function setupInstantLoading(\n  { location$, viewport$ }: SetupOptions\n): Observable<Document> {\n  const config = configuration()\n  if (location.protocol === \"file:\")\n    return EMPTY\n\n  // Load sitemap immediately, so we have it available when the user initiates\n  // the first instant navigation request, and canonicalize URLs to the current\n  // base URL. The base URL will remain stable in between loads, as it's only\n  // read at the first initialization of the application.\n  const sitemap$ = fetchSitemap()\n    .pipe(\n      map(paths => paths.map(path => `${new URL(path, config.base)}`))\n    )\n\n  // Intercept inter-site navigation - to keep the number of event listeners\n  // low we use the fact that uncaptured events bubble up to the body. This also\n  // has the nice property that we don't need to detach and then again attach\n  // event listeners when instant navigation occurs.\n  const instant$ = fromEvent<MouseEvent>(document.body, \"click\")\n    .pipe(\n      withLatestFrom(sitemap$),\n      switchMap(([ev, sitemap]) => {\n        if (!(ev.target instanceof Element))\n          return EMPTY\n\n        // Skip, as target is not within a link - clicks on non-link elements\n        // are also captured, which we need to exclude from processing.\n        const el = ev.target.closest(\"a\")\n        if (el === null)\n          return EMPTY\n\n        // Skip, as link opens in new window - we now know we have captured a\n        // click on a link, but the link either has a `target` property defined,\n        // or the user pressed the `meta` or `ctrl` key to open it in a new\n        // window. Thus, we need to filter those events, too.\n        if (el.target || ev.metaKey || ev.ctrlKey)\n          return EMPTY\n\n        // Next, we must check if the URL is relevant for us, i.e., if it's an\n        // internal link to a page that is managed by MkDocs. Only then we can\n        // be sure that the structure of the page to be loaded adheres to the\n        // current document structure and can subsequently be injected into it\n        // without doing a full reload. For this reason, we must canonicalize\n        // the URL by removing all search parameters and hash fragments.\n        const url = new URL(el.href)\n        url.search = url.hash = \"\"\n\n        // Skip, if URL is not included in the sitemap - this could be the case\n        // when linking between versions or languages, or to another page that\n        // the author included as part of the build, but that is not managed by\n        // MkDocs. In that case we must not continue with instant navigation.\n        if (!sitemap.includes(`${url}`))\n          return EMPTY\n\n        // We now know that we have a link to an internal page, so we prevent\n        // the browser from navigation and emit the URL for instant navigation.\n        // Note that this also includes anchor links, which means we need to\n        // implement anchor positioning ourselves. The reason for this is that\n        // if we wouldn't manage anchor links as well, scroll restoration will\n        // not work correctly (e.g. following an anchor link and scrolling).\n        ev.preventDefault()\n        return of(new URL(el.href))\n      }),\n      share()\n    )\n\n  // Before fetching for the first time, resolve the absolute favicon position,\n  // as the browser will try to fetch the icon immediately.\n  instant$.pipe(take(1))\n    .subscribe(() => {\n      const favicon = getOptionalElement<HTMLLinkElement>(\"link[rel=icon]\")\n      if (typeof favicon !== \"undefined\")\n        favicon.href = favicon.href\n    })\n\n  // Enable scroll restoration before window unloads - this is essential to\n  // ensure that full reloads (F5) restore the viewport offset correctly. If\n  // only popstate events wouldn't reset the scroll position prior to their\n  // emission, we could just reset this in popstate. Meh.\n  fromEvent(window, \"beforeunload\")\n    .subscribe(() => {\n      history.scrollRestoration = \"auto\"\n    })\n\n  // When an instant navigation event occurs, disable scroll restoration, since\n  // we must normalize and synchronize the behavior across all browsers. For\n  // instance, when the user clicks the back or forward button, the browser\n  // would immediately jump to the position of the previous document.\n  instant$.pipe(withLatestFrom(viewport$))\n    .subscribe(([url, { offset }]) => {\n      history.scrollRestoration = \"manual\"\n\n      // While it would be better UX to defer the history state change until the\n      // document was fully fetched and parsed, we must schedule it here, since\n      // popstate events are emitted when history state changes happen. Moreover\n      // we need to back up the current viewport offset, so we can restore it\n      // when popstate events occur, e.g., when the browser's back and forward\n      // buttons are used for navigation.\n      history.replaceState(offset, \"\")\n      history.pushState(null, \"\", url)\n    })\n\n  // Emit URL that should be fetched via instant loading on location subject,\n  // which was passed into this function. The idea is that instant loading can\n  // be intercepted by other parts of the application, which can synchronously\n  // back up or restore state before instant loading happens.\n  instant$.subscribe(location$)\n\n  // Fetch document - when fetching, we could use `responseType: document`, but\n  // since all MkDocs links are relative, we need to make sure that the current\n  // location matches the document we just loaded. Otherwise any relative links\n  // in the document might use the old location. If the request fails for some\n  // reason, we fall back to regular navigation and set the location explicitly,\n  // which will force-load the page. Furthermore, we must pre-warm the buffer\n  // for the duplicate check, or the first click on an anchor link will also\n  // trigger an instant loading event, which doesn't make sense.\n  const response$ = location$\n    .pipe(\n      startWith(getLocation()),\n      distinctUntilKeyChanged(\"pathname\"),\n      skip(1),\n      switchMap(url => request(url)\n        .pipe(\n          catchError(() => {\n            setLocation(url)\n            return EMPTY\n          })\n        )\n      )\n    )\n\n  // Initialize the DOM parser, parse the returned HTML, and replace selected\n  // meta tags and components before handing control down to the application.\n  const dom = new DOMParser()\n  const document$ = response$\n    .pipe(\n      switchMap(res => res.text()),\n      switchMap(res => {\n        const document = dom.parseFromString(res, \"text/html\")\n        for (const selector of [\n\n          // Meta tags\n          \"title\",\n          \"link[rel=canonical]\",\n          \"meta[name=author]\",\n          \"meta[name=description]\",\n\n          // Components\n          \"[data-md-component=announce]\",\n          \"[data-md-component=container]\",\n          \"[data-md-component=header-topic]\",\n          \"[data-md-component=outdated]\",\n          \"[data-md-component=logo]\",\n          \"[data-md-component=skip]\",\n          ...feature(\"navigation.tabs.sticky\")\n            ? [\"[data-md-component=tabs]\"]\n            : []\n        ]) {\n          const source = getOptionalElement(selector)\n          const target = getOptionalElement(selector, document)\n          if (\n            typeof source !== \"undefined\" &&\n            typeof target !== \"undefined\"\n          ) {\n            source.replaceWith(target)\n          }\n        }\n\n        // After meta tags and components were replaced, re-evaluate scripts\n        // that were provided by the author as part of Markdown files.\n        const container = getComponentElement(\"container\")\n        return concat(getElements(\"script\", container))\n          .pipe(\n            switchMap(el => {\n              const script = document.createElement(\"script\")\n              if (el.src) {\n                for (const name of el.getAttributeNames())\n                  script.setAttribute(name, el.getAttribute(name)!)\n                el.replaceWith(script)\n\n                // Complete when script is loaded\n                return new Observable(observer => {\n                  script.onload = () => observer.complete()\n                })\n\n              // Complete immediately\n              } else {\n                script.textContent = el.textContent\n                el.replaceWith(script)\n                return EMPTY\n              }\n            }),\n            ignoreElements(),\n            endWith(document)\n          )\n      }),\n      share()\n    )\n\n  // Intercept popstate events, e.g. when using the browser's back and forward\n  // buttons, and emit new location for fetching and parsing.\n  const popstate$ = fromEvent<PopStateEvent>(window, \"popstate\")\n  popstate$.pipe(map(getLocation))\n    .subscribe(location$)\n\n  // Intercept clicks on anchor links, and scroll document into position. As\n  // we disabled scroll restoration, we need to do this manually here.\n  location$\n    .pipe(\n      startWith(getLocation()),\n      bufferCount(2, 1),\n      switchMap(([prev, next]) => (\n        prev.pathname === next.pathname &&\n        prev.hash     !== next.hash\n      )\n        ? of(next)\n        : EMPTY\n      )\n    )\n      .subscribe(url => {\n        if (history.state !== null || !url.hash) {\n          window.scrollTo(0, history.state?.y ?? 0)\n        } else {\n          history.scrollRestoration = \"auto\"\n          setLocationHash(url.hash)\n          history.scrollRestoration = \"manual\"\n        }\n      })\n\n  // After parsing the document, check if the current history entry has a state.\n  // This may happen when users press the back or forward button to visit a page\n  // that was already seen. If there's no state, it means a new page was visited\n  // and we should scroll to the top, unless an anchor is given.\n  document$.pipe(withLatestFrom(location$))\n    .subscribe(([, url]) => {\n      if (history.state !== null || !url.hash) {\n        window.scrollTo(0, history.state?.y ?? 0)\n      } else {\n        setLocationHash(url.hash)\n      }\n    })\n\n  // If the current history is not empty, register an event listener updating\n  // the current history state whenever the scroll position changes. This must\n  // be debounced and cannot be done in popstate, as popstate has already\n  // removed the entry from the history.\n  document$\n    .pipe(\n      switchMap(() => viewport$),\n      distinctUntilKeyChanged(\"offset\"),\n      debounceTime(100)\n    )\n      .subscribe(({ offset }) => {\n        history.replaceState(offset, \"\")\n      })\n\n  // Return document\n  return document$\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport escapeHTML from \"escape-html\"\n\nimport { SearchConfig } from \"../config\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlight function\n *\n * @param value - Value\n *\n * @returns Highlighted value\n */\nexport type SearchHighlightFn = (value: string) => string\n\n/**\n * Search highlight factory function\n *\n * @param query - Query value\n *\n * @returns Search highlight function\n */\nexport type SearchHighlightFactoryFn = (query: string) => SearchHighlightFn\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search highlighter\n *\n * @param config - Search configuration\n *\n * @returns Search highlight factory function\n */\nexport function setupSearchHighlighter(\n  config: SearchConfig\n): SearchHighlightFactoryFn {\n  // Hack: temporarily remove pure lookaheads and lookbehinds\n  const regex = config.separator.split(\"|\").map(term => {\n    const temp = term.replace(/(\\(\\?[!=<][^)]+\\))/g, \"\")\n    return temp.length === 0 ? \"\uFFFD\" : term\n  })\n    .join(\"|\")\n\n  const separator = new RegExp(regex, \"img\")\n  const highlight = (_: unknown, data: string, term: string) => {\n    return `${data}<mark data-md-highlight>${term}</mark>`\n  }\n\n  /* Return factory function */\n  return (query: string) => {\n    query = query\n      .replace(/[\\s*+\\-:~^]+/g, \" \")\n      .trim()\n\n    /* Create search term match expression */\n    const match = new RegExp(`(^|${config.separator}|)(${\n      query\n        .replace(/[|\\\\{}()[\\]^$+*?.-]/g, \"\\\\$&\")\n        .replace(separator, \"|\")\n    })`, \"img\")\n\n    /* Highlight string value */\n    return value => escapeHTML(value)\n      .replace(match, highlight)\n      .replace(/<\\/mark>(\\s+)<mark[^>]*>/img, \"$1\")\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { SearchResult } from \"../../_\"\nimport { SearchIndex } from \"../../config\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search message type\n */\nexport const enum SearchMessageType {\n  SETUP,                               /* Search index setup */\n  READY,                               /* Search index ready */\n  QUERY,                               /* Search query */\n  RESULT                               /* Search results */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Message containing the data necessary to setup the search index\n */\nexport interface SearchSetupMessage {\n  type: SearchMessageType.SETUP        /* Message type */\n  data: SearchIndex                    /* Message data */\n}\n\n/**\n * Message indicating the search index is ready\n */\nexport interface SearchReadyMessage {\n  type: SearchMessageType.READY        /* Message type */\n}\n\n/**\n * Message containing a search query\n */\nexport interface SearchQueryMessage {\n  type: SearchMessageType.QUERY        /* Message type */\n  data: string                         /* Message data */\n}\n\n/**\n * Message containing results for a search query\n */\nexport interface SearchResultMessage {\n  type: SearchMessageType.RESULT       /* Message type */\n  data: SearchResult                   /* Message data */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Message exchanged with the search worker\n */\nexport type SearchMessage =\n  | SearchSetupMessage\n  | SearchReadyMessage\n  | SearchQueryMessage\n  | SearchResultMessage\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Type guard for search ready messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchReadyMessage(\n  message: SearchMessage\n): message is SearchReadyMessage {\n  return message.type === SearchMessageType.READY\n}\n\n/**\n * Type guard for search result messages\n *\n * @param message - Search worker message\n *\n * @returns Test result\n */\nexport function isSearchResultMessage(\n  message: SearchMessage\n): message is SearchResultMessage {\n  return message.type === SearchMessageType.RESULT\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  ObservableInput,\n  Subject,\n  first,\n  merge,\n  of,\n  switchMap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport { watchToggle, watchWorker } from \"~/browser\"\n\nimport { SearchIndex } from \"../../config\"\nimport {\n  SearchMessage,\n  SearchMessageType\n} from \"../message\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up search worker\n *\n * This function creates and initializes a web worker that is used for search,\n * so that the user interface doesn't freeze. In general, the application does\n * not care how search is implemented, as long as the web worker conforms to\n * the format expected by the application as defined in `SearchMessage`. This\n * allows the author to implement custom search functionality, by providing a\n * custom web worker via configuration.\n *\n * Material for MkDocs' built-in search implementation makes use of Lunr.js, an\n * efficient and fast implementation for client-side search. Leveraging a tiny\n * iframe-based web worker shim, search is even supported for the `file://`\n * protocol, enabling search for local non-hosted builds.\n *\n * If the protocol is `file://`, search initialization is deferred to mitigate\n * freezing, as it's now synchronous by design - see https://bit.ly/3C521EO\n *\n * @see https://bit.ly/3igvtQv - How to implement custom search\n *\n * @param url - Worker URL\n * @param index$ - Search index observable input\n *\n * @returns Search worker\n */\nexport function setupSearchWorker(\n  url: string, index$: ObservableInput<SearchIndex>\n): Subject<SearchMessage> {\n  const worker$ = watchWorker<SearchMessage>(url)\n  merge(\n    of(location.protocol !== \"file:\"),\n    watchToggle(\"search\")\n  )\n    .pipe(\n      first(active => active),\n      switchMap(() => index$)\n    )\n      .subscribe(({ config, docs }) => worker$.next({\n        type: SearchMessageType.SETUP,\n        data: {\n          config,\n          docs,\n          options: {\n            suggest: feature(\"search.suggest\")\n          }\n        }\n      }))\n\n  /* Return search worker */\n  return worker$\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Subject,\n  catchError,\n  combineLatest,\n  filter,\n  fromEvent,\n  map,\n  of,\n  switchMap,\n  withLatestFrom\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport {\n  getElement,\n  getLocation,\n  requestJSON,\n  setLocation\n} from \"~/browser\"\nimport { getComponentElements } from \"~/components\"\nimport {\n  Version,\n  renderVersionSelector\n} from \"~/templates\"\n\nimport { fetchSitemap } from \"../sitemap\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Setup options\n */\ninterface SetupOptions {\n  document$: Subject<Document>         /* Document subject */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Set up version selector\n *\n * @param options - Options\n */\nexport function setupVersionSelector(\n  { document$ }: SetupOptions\n): void {\n  const config = configuration()\n  const versions$ = requestJSON<Version[]>(\n    new URL(\"../versions.json\", config.base)\n  )\n    .pipe(\n      catchError(() => EMPTY) // @todo refactor instant loading\n    )\n\n  /* Determine current version */\n  const current$ = versions$\n    .pipe(\n      map(versions => {\n        const [, current] = config.base.match(/([^/]+)\\/?$/)!\n        return versions.find(({ version, aliases }) => (\n          version === current || aliases.includes(current)\n        )) || versions[0]\n      })\n    )\n\n  /* Intercept inter-version navigation */\n  versions$\n    .pipe(\n      map(versions => new Map(versions.map(version => [\n        `${new URL(`../${version.version}/`, config.base)}`,\n        version\n      ]))),\n      switchMap(urls => fromEvent<MouseEvent>(document.body, \"click\")\n        .pipe(\n          filter(ev => !ev.metaKey && !ev.ctrlKey),\n          withLatestFrom(current$),\n          switchMap(([ev, current]) => {\n            if (ev.target instanceof Element) {\n              const el = ev.target.closest(\"a\")\n              if (el && !el.target && urls.has(el.href)) {\n                const url = el.href\n                // This is a temporary hack to detect if a version inside the\n                // version selector or on another part of the site was clicked.\n                // If we're inside the version selector, we definitely want to\n                // find the same page, as we might have different deployments\n                // due to aliases. However, if we're outside the version\n                // selector, we must abort here, because we might otherwise\n                // interfere with instant loading. We need to refactor this\n                // at some point together with instant loading.\n                //\n                // See https://github.com/squidfunk/mkdocs-material/issues/4012\n                if (!ev.target.closest(\".md-version\")) {\n                  const version = urls.get(url)!\n                  if (version === current)\n                    return EMPTY\n                }\n                ev.preventDefault()\n                return of(url)\n              }\n            }\n            return EMPTY\n          }),\n          switchMap(url => {\n            const { version } = urls.get(url)!\n            return fetchSitemap(new URL(url))\n              .pipe(\n                map(sitemap => {\n                  const location = getLocation()\n                  const path = location.href.replace(config.base, \"\")\n                  return sitemap.includes(path.split(\"#\")[0])\n                    ? new URL(`../${version}/${path}`, config.base)\n                    : new URL(url)\n                })\n              )\n          })\n        )\n      )\n    )\n      .subscribe(url => setLocation(url))\n\n  /* Render version selector and warning */\n  combineLatest([versions$, current$])\n    .subscribe(([versions, current]) => {\n      const topic = getElement(\".md-header__topic\")\n      topic.appendChild(renderVersionSelector(versions, current))\n    })\n\n  /* Integrate outdated version banner with instant loading */\n  document$.pipe(switchMap(() => current$))\n    .subscribe(current => {\n\n      /* Check if version state was already determined */\n      let outdated = __md_get(\"__outdated\", sessionStorage)\n      if (outdated === null) {\n        outdated = true\n\n        /* Check if version is considered a default */\n        const ignored = [config.version?.default || [\"latest\"]].flat()\n        main: for (const ignore of ignored)\n          for (const alias of current.aliases)\n            if (new RegExp(ignore, \"i\").test(alias)) {\n              outdated = false\n              break main\n            }\n\n        /* Persist version state in session storage */\n        __md_set(\"__outdated\", outdated, sessionStorage)\n      }\n\n      /* Unhide outdated version banner */\n      if (outdated)\n        for (const warning of getComponentElements(\"outdated\"))\n          warning.hidden = false\n    })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  combineLatest,\n  distinctUntilChanged,\n  distinctUntilKeyChanged,\n  endWith,\n  finalize,\n  first,\n  fromEvent,\n  ignoreElements,\n  map,\n  merge,\n  shareReplay,\n  takeUntil,\n  tap\n} from \"rxjs\"\n\nimport {\n  getLocation,\n  setToggle,\n  watchElementFocus,\n  watchToggle\n} from \"~/browser\"\nimport {\n  SearchMessage,\n  SearchMessageType,\n  isSearchReadyMessage\n} from \"~/integrations\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search query\n */\nexport interface SearchQuery {\n  value: string                        /* Query value */\n  focus: boolean                       /* Query focus */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  worker$: Subject<SearchMessage>      /* Search worker */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  worker$: Subject<SearchMessage>      /* Search worker */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch search query\n *\n * Note that the focus event which triggers re-reading the current query value\n * is delayed by `1ms` so the input's empty state is allowed to propagate.\n *\n * @param el - Search query element\n * @param options - Options\n *\n * @returns Search query observable\n */\nexport function watchSearchQuery(\n  el: HTMLInputElement, { worker$ }: WatchOptions\n): Observable<SearchQuery> {\n\n  /* Support search deep linking */\n  const { searchParams } = getLocation()\n  if (searchParams.has(\"q\")) {\n    setToggle(\"search\", true)\n\n    /* Set query from parameter */\n    el.value = searchParams.get(\"q\")!\n    el.focus()\n\n    /* Remove query parameter on close */\n    watchToggle(\"search\")\n      .pipe(\n        first(active => !active)\n      )\n        .subscribe(() => {\n          const url = new URL(location.href)\n          url.searchParams.delete(\"q\")\n          history.replaceState({}, \"\", `${url}`)\n        })\n  }\n\n  /* Intercept focus and input events */\n  const focus$ = watchElementFocus(el)\n  const value$ = merge(\n    worker$.pipe(first(isSearchReadyMessage)),\n    fromEvent(el, \"keyup\"),\n    focus$\n  )\n    .pipe(\n      map(() => el.value),\n      distinctUntilChanged()\n    )\n\n  /* Combine into single observable */\n  return combineLatest([value$, focus$])\n    .pipe(\n      map(([value, focus]) => ({ value, focus })),\n      shareReplay(1)\n    )\n}\n\n/**\n * Mount search query\n *\n * @param el - Search query element\n * @param options - Options\n *\n * @returns Search query component observable\n */\nexport function mountSearchQuery(\n  el: HTMLInputElement, { worker$ }: MountOptions\n): Observable<Component<SearchQuery, HTMLInputElement>> {\n  const push$ = new Subject<SearchQuery>()\n  const done$ = push$.pipe(ignoreElements(), endWith(true))\n\n  /* Handle value change */\n  combineLatest([\n    worker$.pipe(first(isSearchReadyMessage)),\n    push$\n  ], (_, query) => query)\n    .pipe(\n      distinctUntilKeyChanged(\"value\")\n    )\n      .subscribe(({ value }) => worker$.next({\n        type: SearchMessageType.QUERY,\n        data: value\n      }))\n\n  /* Handle focus change */\n  push$\n    .pipe(\n      distinctUntilKeyChanged(\"focus\")\n    )\n      .subscribe(({ focus }) => {\n        if (focus)\n          setToggle(\"search\", focus)\n      })\n\n  /* Handle reset */\n  fromEvent(el.form!, \"reset\")\n    .pipe(\n      takeUntil(done$)\n    )\n      .subscribe(() => el.focus())\n\n  /* Create and return component */\n  return watchSearchQuery(el, { worker$ })\n    .pipe(\n      tap(state => push$.next(state)),\n      finalize(() => push$.complete()),\n      map(state => ({ ref: el, ...state })),\n      shareReplay(1)\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  Subject,\n  bufferCount,\n  filter,\n  finalize,\n  first,\n  fromEvent,\n  map,\n  merge,\n  mergeMap,\n  of,\n  share,\n  skipUntil,\n  switchMap,\n  takeUntil,\n  tap,\n  withLatestFrom,\n  zipWith\n} from \"rxjs\"\n\nimport { translation } from \"~/_\"\nimport {\n  getElement,\n  getOptionalElement,\n  watchElementBoundary,\n  watchToggle\n} from \"~/browser\"\nimport {\n  SearchMessage,\n  SearchResult,\n  isSearchReadyMessage,\n  isSearchResultMessage\n} from \"~/integrations\"\nimport { renderSearchResultItem } from \"~/templates\"\nimport { round } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\nimport { SearchQuery } from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  query$: Observable<SearchQuery>      /* Search query observable */\n  worker$: Subject<SearchMessage>      /* Search worker */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search result list\n *\n * This function performs a lazy rendering of the search results, depending on\n * the vertical offset of the search result container.\n *\n * @param el - Search result list element\n * @param options - Options\n *\n * @returns Search result list component observable\n */\nexport function mountSearchResult(\n  el: HTMLElement, { worker$, query$ }: MountOptions\n): Observable<Component<SearchResult>> {\n  const push$ = new Subject<SearchResult>()\n  const boundary$ = watchElementBoundary(el.parentElement!)\n    .pipe(\n      filter(Boolean)\n    )\n\n  /* Retrieve container */\n  const container = el.parentElement!\n\n  /* Retrieve nested components */\n  const meta = getElement(\":scope > :first-child\", el)\n  const list = getElement(\":scope > :last-child\", el)\n\n  /* Reveal to accessibility tree \u2013 see https://bit.ly/3iAA7t8 */\n  watchToggle(\"search\")\n    .subscribe(active => list.setAttribute(\n      \"role\", active ? \"list\" : \"presentation\"\n    ))\n\n  /* Update search result metadata */\n  push$\n    .pipe(\n      withLatestFrom(query$),\n      skipUntil(worker$.pipe(first(isSearchReadyMessage)))\n    )\n      .subscribe(([{ items }, { value }]) => {\n        switch (items.length) {\n\n          /* No results */\n          case 0:\n            meta.textContent = value.length\n              ? translation(\"search.result.none\")\n              : translation(\"search.result.placeholder\")\n            break\n\n          /* One result */\n          case 1:\n            meta.textContent = translation(\"search.result.one\")\n            break\n\n          /* Multiple result */\n          default:\n            const count = round(items.length)\n            meta.textContent = translation(\"search.result.other\", count)\n        }\n      })\n\n  /* Render search result item */\n  const render$ = push$\n    .pipe(\n      tap(() => list.innerHTML = \"\"),\n      switchMap(({ items }) => merge(\n        of(...items.slice(0, 10)),\n        of(...items.slice(10))\n          .pipe(\n            bufferCount(4),\n            zipWith(boundary$),\n            switchMap(([chunk]) => chunk)\n          )\n      )),\n      map(renderSearchResultItem),\n      share()\n    )\n\n  /* Update search result list */\n  render$.subscribe(item => list.appendChild(item))\n  render$\n    .pipe(\n      mergeMap(item => {\n        const details = getOptionalElement(\"details\", item)\n        if (typeof details === \"undefined\")\n          return EMPTY\n\n        /* Keep position of details element stable */\n        return fromEvent(details, \"toggle\")\n          .pipe(\n            takeUntil(push$),\n            map(() => details)\n          )\n      })\n    )\n      .subscribe(details => {\n        if (\n          details.open === false &&\n          details.offsetTop <= container.scrollTop\n        )\n          container.scrollTo({ top: details.offsetTop })\n      })\n\n  /* Filter search result message */\n  const result$ = worker$\n    .pipe(\n      filter(isSearchResultMessage),\n      map(({ data }) => data)\n    )\n\n  /* Create and return component */\n  return result$\n    .pipe(\n      tap(state => push$.next(state)),\n      finalize(() => push$.complete()),\n      map(state => ({ ref: el, ...state }))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  endWith,\n  finalize,\n  fromEvent,\n  ignoreElements,\n  map,\n  takeUntil,\n  tap\n} from \"rxjs\"\n\nimport { getLocation } from \"~/browser\"\n\nimport { Component } from \"../../_\"\nimport { SearchQuery } from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search sharing\n */\nexport interface SearchShare {\n  url: URL                             /* Deep link for sharing */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  query$: Observable<SearchQuery>      /* Search query observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  query$: Observable<SearchQuery>      /* Search query observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search sharing\n *\n * @param _el - Search sharing element\n * @param options - Options\n *\n * @returns Search sharing observable\n */\nexport function watchSearchShare(\n  _el: HTMLElement, { query$ }: WatchOptions\n): Observable<SearchShare> {\n  return query$\n    .pipe(\n      map(({ value }) => {\n        const url = getLocation()\n        url.hash = \"\"\n\n        /* Compute readable query strings */\n        value = value\n          .replace(/\\s+/g, \"+\")        /* Collapse whitespace */\n          .replace(/&/g, \"%26\")        /* Escape '&' character */\n          .replace(/=/g, \"%3D\")        /* Escape '=' character */\n\n        /* Replace query string */\n        url.search = `q=${value}`\n        return { url }\n      })\n    )\n}\n\n/**\n * Mount search sharing\n *\n * @param el - Search sharing element\n * @param options - Options\n *\n * @returns Search sharing component observable\n */\nexport function mountSearchShare(\n  el: HTMLAnchorElement, options: MountOptions\n): Observable<Component<SearchShare>> {\n  const push$ = new Subject<SearchShare>()\n  const done$ = push$.pipe(ignoreElements(), endWith(true))\n  push$.subscribe(({ url }) => {\n    el.setAttribute(\"data-clipboard-text\", el.href)\n    el.href = `${url}`\n  })\n\n  /* Prevent following of link */\n  fromEvent(el, \"click\")\n    .pipe(\n      takeUntil(done$)\n    )\n      .subscribe(ev => ev.preventDefault())\n\n  /* Create and return component */\n  return watchSearchShare(el, options)\n    .pipe(\n      tap(state => push$.next(state)),\n      finalize(() => push$.complete()),\n      map(state => ({ ref: el, ...state }))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  asyncScheduler,\n  combineLatestWith,\n  distinctUntilChanged,\n  filter,\n  finalize,\n  fromEvent,\n  map,\n  merge,\n  observeOn,\n  tap\n} from \"rxjs\"\n\nimport { Keyboard } from \"~/browser\"\nimport {\n  SearchMessage,\n  SearchResult,\n  isSearchResultMessage\n} from \"~/integrations\"\n\nimport { Component, getComponentElement } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search suggestions\n */\nexport interface SearchSuggest {}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  keyboard$: Observable<Keyboard>      /* Keyboard observable */\n  worker$: Subject<SearchMessage>      /* Search worker */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search suggestions\n *\n * This function will perform a lazy rendering of the search results, depending\n * on the vertical offset of the search result container.\n *\n * @param el - Search result list element\n * @param options - Options\n *\n * @returns Search result list component observable\n */\nexport function mountSearchSuggest(\n  el: HTMLElement, { worker$, keyboard$ }: MountOptions\n): Observable<Component<SearchSuggest>> {\n  const push$ = new Subject<SearchResult>()\n\n  /* Retrieve query component and track all changes */\n  const query  = getComponentElement(\"search-query\")\n  const query$ = merge(\n    fromEvent(query, \"keydown\"),\n    fromEvent(query, \"focus\")\n  )\n    .pipe(\n      observeOn(asyncScheduler),\n      map(() => query.value),\n      distinctUntilChanged(),\n    )\n\n  /* Update search suggestions */\n  push$\n    .pipe(\n      combineLatestWith(query$),\n      map(([{ suggest }, value]) => {\n        const words = value.split(/([\\s-]+)/)\n        if (suggest?.length && words[words.length - 1]) {\n          const last = suggest[suggest.length - 1]\n          if (last.startsWith(words[words.length - 1]))\n            words[words.length - 1] = last\n        } else {\n          words.length = 0\n        }\n        return words\n      })\n    )\n      .subscribe(words => el.innerHTML = words\n        .join(\"\")\n        .replace(/\\s/g, \"&nbsp;\")\n      )\n\n  /* Set up search keyboard handlers */\n  keyboard$\n    .pipe(\n      filter(({ mode }) => mode === \"search\")\n    )\n      .subscribe(key => {\n        switch (key.type) {\n\n          /* Right arrow: accept current suggestion */\n          case \"ArrowRight\":\n            if (\n              el.innerText.length &&\n              query.selectionStart === query.value.length\n            )\n              query.value = el.innerText\n            break\n        }\n      })\n\n  /* Filter search result message */\n  const result$ = worker$\n    .pipe(\n      filter(isSearchResultMessage),\n      map(({ data }) => data)\n    )\n\n  /* Create and return component */\n  return result$\n    .pipe(\n      tap(state => push$.next(state)),\n      finalize(() => push$.complete()),\n      map(() => ({ ref: el }))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  NEVER,\n  Observable,\n  ObservableInput,\n  filter,\n  fromEvent,\n  merge,\n  mergeWith\n} from \"rxjs\"\n\nimport { configuration } from \"~/_\"\nimport {\n  Keyboard,\n  getActiveElement,\n  getElements,\n  setToggle\n} from \"~/browser\"\nimport {\n  SearchIndex,\n  SearchResult,\n  setupSearchWorker\n} from \"~/integrations\"\n\nimport {\n  Component,\n  getComponentElement,\n  getComponentElements\n} from \"../../_\"\nimport {\n  SearchQuery,\n  mountSearchQuery\n} from \"../query\"\nimport { mountSearchResult } from \"../result\"\nimport {\n  SearchShare,\n  mountSearchShare\n} from \"../share\"\nimport {\n  SearchSuggest,\n  mountSearchSuggest\n} from \"../suggest\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search\n */\nexport type Search =\n  | SearchQuery\n  | SearchResult\n  | SearchShare\n  | SearchSuggest\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  index$: ObservableInput<SearchIndex> /* Search index observable */\n  keyboard$: Observable<Keyboard>      /* Keyboard observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search\n *\n * This function sets up the search functionality, including the underlying\n * web worker and all keyboard bindings.\n *\n * @param el - Search element\n * @param options - Options\n *\n * @returns Search component observable\n */\nexport function mountSearch(\n  el: HTMLElement, { index$, keyboard$ }: MountOptions\n): Observable<Component<Search>> {\n  const config = configuration()\n  try {\n    const worker$ = setupSearchWorker(config.search, index$)\n\n    /* Retrieve query and result components */\n    const query  = getComponentElement(\"search-query\", el)\n    const result = getComponentElement(\"search-result\", el)\n\n    /* Always close search on result selection */\n    fromEvent<PointerEvent>(el, \"click\")\n      .pipe(\n        filter(({ target }) => (\n          target instanceof Element && !!target.closest(\"a\")\n        ))\n      )\n        .subscribe(() => setToggle(\"search\", false))\n\n    /* Set up search keyboard handlers */\n    keyboard$\n      .pipe(\n        filter(({ mode }) => mode === \"search\")\n      )\n        .subscribe(key => {\n          const active = getActiveElement()\n          switch (key.type) {\n\n            /* Enter: go to first (best) result */\n            case \"Enter\":\n              if (active === query) {\n                const anchors = new Map<HTMLAnchorElement, number>()\n                for (const anchor of getElements<HTMLAnchorElement>(\n                  \":first-child [href]\", result\n                )) {\n                  const article = anchor.firstElementChild!\n                  anchors.set(anchor, parseFloat(\n                    article.getAttribute(\"data-md-score\")!\n                  ))\n                }\n\n                /* Go to result with highest score, if any */\n                if (anchors.size) {\n                  const [[best]] = [...anchors].sort(([, a], [, b]) => b - a)\n                  best.click()\n                }\n\n                /* Otherwise omit form submission */\n                key.claim()\n              }\n              break\n\n            /* Escape or Tab: close search */\n            case \"Escape\":\n            case \"Tab\":\n              setToggle(\"search\", false)\n              query.blur()\n              break\n\n            /* Vertical arrows: select previous or next search result */\n            case \"ArrowUp\":\n            case \"ArrowDown\":\n              if (typeof active === \"undefined\") {\n                query.focus()\n              } else {\n                const els = [query, ...getElements(\n                  \":not(details) > [href], summary, details[open] [href]\",\n                  result\n                )]\n                const i = Math.max(0, (\n                  Math.max(0, els.indexOf(active)) + els.length + (\n                    key.type === \"ArrowUp\" ? -1 : +1\n                  )\n                ) % els.length)\n                els[i].focus()\n              }\n\n              /* Prevent scrolling of page */\n              key.claim()\n              break\n\n            /* All other keys: hand to search query */\n            default:\n              if (query !== getActiveElement())\n                query.focus()\n          }\n        })\n\n    /* Set up global keyboard handlers */\n    keyboard$\n      .pipe(\n        filter(({ mode }) => mode === \"global\")\n      )\n        .subscribe(key => {\n          switch (key.type) {\n\n            /* Open search and select query */\n            case \"f\":\n            case \"s\":\n            case \"/\":\n              query.focus()\n              query.select()\n\n              /* Prevent scrolling of page */\n              key.claim()\n              break\n          }\n        })\n\n    /* Create and return component */\n    const query$ = mountSearchQuery(query, { worker$ })\n    return merge(\n      query$,\n      mountSearchResult(result, { worker$, query$ })\n    )\n      .pipe(\n        mergeWith(\n\n          /* Search sharing */\n          ...getComponentElements(\"search-share\", el)\n            .map(child => mountSearchShare(child, { query$ })),\n\n          /* Search suggestions */\n          ...getComponentElements(\"search-suggest\", el)\n            .map(child => mountSearchSuggest(child, { worker$, keyboard$ }))\n        )\n      )\n\n  /* Gracefully handle broken search */\n  } catch (err) {\n    el.hidden = true\n    return NEVER\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  ObservableInput,\n  combineLatest,\n  filter,\n  map,\n  startWith\n} from \"rxjs\"\n\nimport { getLocation } from \"~/browser\"\nimport {\n  SearchIndex,\n  setupSearchHighlighter\n} from \"~/integrations\"\nimport { h } from \"~/utilities\"\n\nimport { Component } from \"../../_\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search highlighting\n */\nexport interface SearchHighlight {\n  nodes: Map<ChildNode, string>        /* Map of replacements */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  index$: ObservableInput<SearchIndex> /* Search index observable */\n  location$: Observable<URL>           /* Location observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Mount search highlighting\n *\n * @param el - Content element\n * @param options - Options\n *\n * @returns Search highlighting component observable\n */\nexport function mountSearchHiglight(\n  el: HTMLElement, { index$, location$ }: MountOptions\n): Observable<Component<SearchHighlight>> {\n  return combineLatest([\n    index$,\n    location$\n      .pipe(\n        startWith(getLocation()),\n        filter(url => !!url.searchParams.get(\"h\"))\n      )\n  ])\n    .pipe(\n      map(([index, url]) => setupSearchHighlighter(index.config)(\n        url.searchParams.get(\"h\")!\n      )),\n      map(fn => {\n        const nodes = new Map<ChildNode, string>()\n\n        /* Traverse text nodes and collect matches */\n        const it = document.createNodeIterator(el, NodeFilter.SHOW_TEXT)\n        for (let node = it.nextNode(); node; node = it.nextNode()) {\n          if (node.parentElement?.offsetHeight) {\n            const original = node.textContent!\n            const replaced = fn(original)\n            if (replaced.length > original.length)\n              nodes.set(node as ChildNode, replaced)\n          }\n        }\n\n        /* Replace original nodes with matches */\n        for (const [node, text] of nodes) {\n          const { childNodes } = h(\"span\", null, text)\n          node.replaceWith(...Array.from(childNodes))\n        }\n\n        /* Return component */\n        return { ref: el, nodes }\n      })\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  animationFrameScheduler,\n  auditTime,\n  combineLatest,\n  defer,\n  distinctUntilChanged,\n  endWith,\n  finalize,\n  first,\n  from,\n  fromEvent,\n  ignoreElements,\n  map,\n  mergeMap,\n  takeUntil,\n  tap,\n  withLatestFrom\n} from \"rxjs\"\n\nimport {\n  Viewport,\n  getElement,\n  getElementContainer,\n  getElementOffset,\n  getElementSize,\n  getElements\n} from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\nimport { Main } from \"../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Sidebar\n */\nexport interface Sidebar {\n  height: number                       /* Sidebar height */\n  locked: boolean                      /* Sidebar is locked */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  main$: Observable<Main>              /* Main area observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n  main$: Observable<Main>              /* Main area observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch sidebar\n *\n * This function returns an observable that computes the visual parameters of\n * the sidebar which depends on the vertical viewport offset, as well as the\n * height of the main area. When the page is scrolled beyond the header, the\n * sidebar is locked and fills the remaining space.\n *\n * @param el - Sidebar element\n * @param options - Options\n *\n * @returns Sidebar observable\n */\nexport function watchSidebar(\n  el: HTMLElement, { viewport$, main$ }: WatchOptions\n): Observable<Sidebar> {\n  const parent = el.parentElement!\n  const adjust =\n    parent.offsetTop -\n    parent.parentElement!.offsetTop\n\n  /* Compute the sidebar's available height and if it should be locked */\n  return combineLatest([main$, viewport$])\n    .pipe(\n      map(([{ offset, height }, { offset: { y } }]) => {\n        height = height\n          + Math.min(adjust, Math.max(0, y - offset))\n          - adjust\n        return {\n          height,\n          locked: y >= offset + adjust\n        }\n      }),\n      distinctUntilChanged((a, b) => (\n        a.height === b.height &&\n        a.locked === b.locked\n      ))\n    )\n}\n\n/**\n * Mount sidebar\n *\n * This function doesn't set the height of the actual sidebar, but of its first\n * child \u2013 the `.md-sidebar__scrollwrap` element in order to mitigiate jittery\n * sidebars when the footer is scrolled into view. At some point we switched\n * from `absolute` / `fixed` positioning to `sticky` positioning, significantly\n * reducing jitter in some browsers (respectively Firefox and Safari) when\n * scrolling from the top. However, top-aligned sticky positioning means that\n * the sidebar snaps to the bottom when the end of the container is reached.\n * This is what leads to the mentioned jitter, as the sidebar's height may be\n * updated too slowly.\n *\n * This behaviour can be mitigiated by setting the height of the sidebar to `0`\n * while preserving the padding, and the height on its first element.\n *\n * @param el - Sidebar element\n * @param options - Options\n *\n * @returns Sidebar component observable\n */\nexport function mountSidebar(\n  el: HTMLElement, { header$, ...options }: MountOptions\n): Observable<Component<Sidebar>> {\n  const inner = getElement(\".md-sidebar__scrollwrap\", el)\n  const { y } = getElementOffset(inner)\n  return defer(() => {\n    const push$ = new Subject<Sidebar>()\n    const done$ = push$.pipe(ignoreElements(), endWith(true))\n    const next$ = push$\n      .pipe(\n        auditTime(0, animationFrameScheduler)\n      )\n\n    /* Update sidebar height and offset */\n    next$.pipe(withLatestFrom(header$))\n      .subscribe({\n\n        /* Handle emission */\n        next([{ height }, { height: offset }]) {\n          inner.style.height = `${height - 2 * y}px`\n          el.style.top       = `${offset}px`\n        },\n\n        /* Handle complete */\n        complete() {\n          inner.style.height = \"\"\n          el.style.top       = \"\"\n        }\n      })\n\n    /* Bring active item into view on initial load */\n    next$.pipe(first())\n      .subscribe(() => {\n        for (const item of getElements(\".md-nav__link--active[href]\", el)) {\n          const container = getElementContainer(item)\n          if (typeof container !== \"undefined\") {\n            const offset = item.offsetTop - container.offsetTop\n            const { height } = getElementSize(container)\n            container.scrollTo({\n              top: offset - height / 2\n            })\n          }\n        }\n      })\n\n    /* Handle accessibility for expandable items, see https://bit.ly/3jaod9p */\n    from(getElements<HTMLLabelElement>(\"label[tabindex]\", el))\n      .pipe(\n        mergeMap(label => fromEvent(label, \"click\")\n          .pipe(\n            map(() => label),\n            takeUntil(done$)\n          )\n        )\n      )\n        .subscribe(label => {\n          const input = getElement<HTMLInputElement>(`[id=\"${label.htmlFor}\"]`)\n          const nav = getElement(`[aria-labelledby=\"${label.id}\"]`)\n          nav.setAttribute(\"aria-expanded\", `${input.checked}`)\n        })\n\n    /* Create and return component */\n    return watchSidebar(el, options)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { Repo, User } from \"github-types\"\nimport {\n  EMPTY,\n  Observable,\n  catchError,\n  defaultIfEmpty,\n  map,\n  zip\n} from \"rxjs\"\n\nimport { requestJSON } from \"~/browser\"\n\nimport { SourceFacts } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * GitHub release (partial)\n */\ninterface Release {\n  tag_name: string                     /* Tag name */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch GitHub repository facts\n *\n * @param user - GitHub user or organization\n * @param repo - GitHub repository\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFactsFromGitHub(\n  user: string, repo?: string\n): Observable<SourceFacts> {\n  if (typeof repo !== \"undefined\") {\n    const url = `https://api.github.com/repos/${user}/${repo}`\n    return zip(\n\n      /* Fetch version */\n      requestJSON<Release>(`${url}/releases/latest`)\n        .pipe(\n          catchError(() => EMPTY), // @todo refactor instant loading\n          map(release => ({\n            version: release.tag_name\n          })),\n          defaultIfEmpty({})\n        ),\n\n      /* Fetch stars and forks */\n      requestJSON<Repo>(url)\n        .pipe(\n          catchError(() => EMPTY), // @todo refactor instant loading\n          map(info => ({\n            stars: info.stargazers_count,\n            forks: info.forks_count\n          })),\n          defaultIfEmpty({})\n        )\n    )\n      .pipe(\n        map(([release, info]) => ({ ...release, ...info }))\n      )\n\n  /* User or organization */\n  } else {\n    const url = `https://api.github.com/users/${user}`\n    return requestJSON<User>(url)\n      .pipe(\n        map(info => ({\n          repositories: info.public_repos\n        })),\n        defaultIfEmpty({})\n      )\n  }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { ProjectSchema } from \"gitlab\"\nimport {\n  EMPTY,\n  Observable,\n  catchError,\n  defaultIfEmpty,\n  map\n} from \"rxjs\"\n\nimport { requestJSON } from \"~/browser\"\n\nimport { SourceFacts } from \"../_\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch GitLab repository facts\n *\n * @param base - GitLab base\n * @param project - GitLab project\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFactsFromGitLab(\n  base: string, project: string\n): Observable<SourceFacts> {\n  const url = `https://${base}/api/v4/projects/${encodeURIComponent(project)}`\n  return requestJSON<ProjectSchema>(url)\n    .pipe(\n      catchError(() => EMPTY), // @todo refactor instant loading\n      map(({ star_count, forks_count }) => ({\n        stars: star_count,\n        forks: forks_count\n      })),\n      defaultIfEmpty({})\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { EMPTY, Observable } from \"rxjs\"\n\nimport { fetchSourceFactsFromGitHub } from \"../github\"\nimport { fetchSourceFactsFromGitLab } from \"../gitlab\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository facts for repositories\n */\nexport interface RepositoryFacts {\n  stars?: number                       /* Number of stars */\n  forks?: number                       /* Number of forks */\n  version?: string                     /* Latest version */\n}\n\n/**\n * Repository facts for organizations\n */\nexport interface OrganizationFacts {\n  repositories?: number                /* Number of repositories */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Repository facts\n */\nexport type SourceFacts =\n  | RepositoryFacts\n  | OrganizationFacts\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch repository facts\n *\n * @param url - Repository URL\n *\n * @returns Repository facts observable\n */\nexport function fetchSourceFacts(\n  url: string\n): Observable<SourceFacts> {\n\n  /* Try to match GitHub repository */\n  let match = url.match(/^.+github\\.com\\/([^/]+)\\/?([^/]+)?/i)\n  if (match) {\n    const [, user, repo] = match\n    return fetchSourceFactsFromGitHub(user, repo)\n  }\n\n  /* Try to match GitLab repository */\n  match = url.match(/^.+?([^/]*gitlab[^/]+)\\/(.+?)\\/?$/i)\n  if (match) {\n    const [, base, slug] = match\n    return fetchSourceFactsFromGitLab(base, slug)\n  }\n\n  /* Fallback */\n  return EMPTY\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  EMPTY,\n  Observable,\n  Subject,\n  catchError,\n  defer,\n  filter,\n  finalize,\n  map,\n  of,\n  shareReplay,\n  tap\n} from \"rxjs\"\n\nimport { getElement } from \"~/browser\"\nimport { ConsentDefaults } from \"~/components/consent\"\nimport { renderSourceFacts } from \"~/templates\"\n\nimport {\n  Component,\n  getComponentElements\n} from \"../../_\"\nimport {\n  SourceFacts,\n  fetchSourceFacts\n} from \"../facts\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository information\n */\nexport interface Source {\n  facts: SourceFacts                   /* Repository facts */\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Repository information observable\n */\nlet fetch$: Observable<Source>\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch repository information\n *\n * This function tries to read the repository facts from session storage, and\n * if unsuccessful, fetches them from the underlying provider.\n *\n * @param el - Repository information element\n *\n * @returns Repository information observable\n */\nexport function watchSource(\n  el: HTMLAnchorElement\n): Observable<Source> {\n  return fetch$ ||= defer(() => {\n    const cached = __md_get<SourceFacts>(\"__source\", sessionStorage)\n    if (cached) {\n      return of(cached)\n    } else {\n\n      /* Check if consent is configured and was given */\n      const els = getComponentElements(\"consent\")\n      if (els.length) {\n        const consent = __md_get<ConsentDefaults>(\"__consent\")\n        if (!(consent && consent.github))\n          return EMPTY\n      }\n\n      /* Fetch repository facts */\n      return fetchSourceFacts(el.href)\n        .pipe(\n          tap(facts => __md_set(\"__source\", facts, sessionStorage))\n        )\n    }\n  })\n    .pipe(\n      catchError(() => EMPTY),\n      filter(facts => Object.keys(facts).length > 0),\n      map(facts => ({ facts })),\n      shareReplay(1)\n    )\n}\n\n/**\n * Mount repository information\n *\n * @param el - Repository information element\n *\n * @returns Repository information component observable\n */\nexport function mountSource(\n  el: HTMLAnchorElement\n): Observable<Component<Source>> {\n  const inner = getElement(\":scope > :last-child\", el)\n  return defer(() => {\n    const push$ = new Subject<Source>()\n    push$.subscribe(({ facts }) => {\n      inner.appendChild(renderSourceFacts(facts))\n      inner.classList.add(\"md-source__repository--active\")\n    })\n\n    /* Create and return component */\n    return watchSource(el)\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  defer,\n  distinctUntilKeyChanged,\n  finalize,\n  map,\n  of,\n  switchMap,\n  tap\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n  Viewport,\n  watchElementSize,\n  watchViewportAt\n} from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Navigation tabs\n */\nexport interface Tabs {\n  hidden: boolean                      /* Navigation tabs are hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch navigation tabs\n *\n * @param el - Navigation tabs element\n * @param options - Options\n *\n * @returns Navigation tabs observable\n */\nexport function watchTabs(\n  el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable<Tabs> {\n  return watchElementSize(document.body)\n    .pipe(\n      switchMap(() => watchViewportAt(el, { header$, viewport$ })),\n      map(({ offset: { y } }) => {\n        return {\n          hidden: y >= 10\n        }\n      }),\n      distinctUntilKeyChanged(\"hidden\")\n    )\n}\n\n/**\n * Mount navigation tabs\n *\n * This function hides the navigation tabs when scrolling past the threshold\n * and makes them reappear in a nice CSS animation when scrolling back up.\n *\n * @param el - Navigation tabs element\n * @param options - Options\n *\n * @returns Navigation tabs component observable\n */\nexport function mountTabs(\n  el: HTMLElement, options: MountOptions\n): Observable<Component<Tabs>> {\n  return defer(() => {\n    const push$ = new Subject<Tabs>()\n    push$.subscribe({\n\n      /* Handle emission */\n      next({ hidden }) {\n        el.hidden = hidden\n      },\n\n      /* Handle complete */\n      complete() {\n        el.hidden = false\n      }\n    })\n\n    /* Create and return component */\n    return (\n      feature(\"navigation.tabs.sticky\")\n        ? of({ hidden: false })\n        : watchTabs(el, options)\n    )\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  asyncScheduler,\n  bufferCount,\n  combineLatestWith,\n  debounceTime,\n  defer,\n  distinctUntilChanged,\n  distinctUntilKeyChanged,\n  endWith,\n  filter,\n  finalize,\n  ignoreElements,\n  map,\n  merge,\n  observeOn,\n  of,\n  repeat,\n  scan,\n  share,\n  skip,\n  startWith,\n  switchMap,\n  takeUntil,\n  tap,\n  withLatestFrom\n} from \"rxjs\"\n\nimport { feature } from \"~/_\"\nimport {\n  Viewport,\n  getElement,\n  getElementContainer,\n  getElementSize,\n  getElements,\n  getLocation,\n  getOptionalElement,\n  watchElementSize\n} from \"~/browser\"\n\nimport {\n  Component,\n  getComponentElement\n} from \"../_\"\nimport { Header } from \"../header\"\nimport { Main } from \"../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Table of contents\n */\nexport interface TableOfContents {\n  prev: HTMLAnchorElement[][]          /* Anchors (previous) */\n  next: HTMLAnchorElement[][]          /* Anchors (next) */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n  main$: Observable<Main>              /* Main area observable */\n  target$: Observable<HTMLElement>     /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch table of contents\n *\n * This is effectively a scroll spy implementation which will account for the\n * fixed header and automatically re-calculate anchor offsets when the viewport\n * is resized. The returned observable will only emit if the table of contents\n * needs to be repainted.\n *\n * This implementation tracks an anchor element's entire path starting from its\n * level up to the top-most anchor element, e.g. `[h3, h2, h1]`. Although the\n * Material theme currently doesn't make use of this information, it enables\n * the styling of the entire hierarchy through customization.\n *\n * Note that the current anchor is the last item of the `prev` anchor list.\n *\n * @param el - Table of contents element\n * @param options - Options\n *\n * @returns Table of contents observable\n */\nexport function watchTableOfContents(\n  el: HTMLElement, { viewport$, header$ }: WatchOptions\n): Observable<TableOfContents> {\n  const table = new Map<HTMLAnchorElement, HTMLElement>()\n\n  /* Compute anchor-to-target mapping */\n  const anchors = getElements<HTMLAnchorElement>(\"[href^=\\\\#]\", el)\n  for (const anchor of anchors) {\n    const id = decodeURIComponent(anchor.hash.substring(1))\n    const target = getOptionalElement(`[id=\"${id}\"]`)\n    if (typeof target !== \"undefined\")\n      table.set(anchor, target)\n  }\n\n  /* Compute necessary adjustment for header */\n  const adjust$ = header$\n    .pipe(\n      distinctUntilKeyChanged(\"height\"),\n      map(({ height }) => {\n        const main = getComponentElement(\"main\")\n        const grid = getElement(\":scope > :first-child\", main)\n        return height + 0.8 * (\n          grid.offsetTop -\n          main.offsetTop\n        )\n      }),\n      share()\n    )\n\n  /* Compute partition of previous and next anchors */\n  const partition$ = watchElementSize(document.body)\n    .pipe(\n      distinctUntilKeyChanged(\"height\"),\n\n      /* Build index to map anchor paths to vertical offsets */\n      switchMap(body => defer(() => {\n        let path: HTMLAnchorElement[] = []\n        return of([...table].reduce((index, [anchor, target]) => {\n          while (path.length) {\n            const last = table.get(path[path.length - 1])!\n            if (last.tagName >= target.tagName) {\n              path.pop()\n            } else {\n              break\n            }\n          }\n\n          /* If the current anchor is hidden, continue with its parent */\n          let offset = target.offsetTop\n          while (!offset && target.parentElement) {\n            target = target.parentElement\n            offset = target.offsetTop\n          }\n\n          /* Fix anchor offsets in tables - see https://bit.ly/3CUFOcn */\n          let parent = target.offsetParent as HTMLElement\n          for (; parent; parent = parent.offsetParent as HTMLElement)\n            offset += parent.offsetTop\n\n          /* Map reversed anchor path to vertical offset */\n          return index.set(\n            [...path = [...path, anchor]].reverse(),\n            offset\n          )\n        }, new Map<HTMLAnchorElement[], number>()))\n      })\n        .pipe(\n\n          /* Sort index by vertical offset (see https://bit.ly/30z6QSO) */\n          map(index => new Map([...index].sort(([, a], [, b]) => a - b))),\n          combineLatestWith(adjust$),\n\n          /* Re-compute partition when viewport offset changes */\n          switchMap(([index, adjust]) => viewport$\n            .pipe(\n              scan(([prev, next], { offset: { y }, size }) => {\n                const last = y + size.height >= Math.floor(body.height)\n\n                /* Look forward */\n                while (next.length) {\n                  const [, offset] = next[0]\n                  if (offset - adjust < y || last) {\n                    prev = [...prev, next.shift()!]\n                  } else {\n                    break\n                  }\n                }\n\n                /* Look backward */\n                while (prev.length) {\n                  const [, offset] = prev[prev.length - 1]\n                  if (offset - adjust >= y && !last) {\n                    next = [prev.pop()!, ...next]\n                  } else {\n                    break\n                  }\n                }\n\n                /* Return partition */\n                return [prev, next]\n              }, [[], [...index]]),\n              distinctUntilChanged((a, b) => (\n                a[0] === b[0] &&\n                a[1] === b[1]\n              ))\n            )\n          )\n        )\n      )\n    )\n\n  /* Compute and return anchor list migrations */\n  return partition$\n    .pipe(\n      map(([prev, next]) => ({\n        prev: prev.map(([path]) => path),\n        next: next.map(([path]) => path)\n      })),\n\n      /* Extract anchor list migrations */\n      startWith({ prev: [], next: [] }),\n      bufferCount(2, 1),\n      map(([a, b]) => {\n\n        /* Moving down */\n        if (a.prev.length < b.prev.length) {\n          return {\n            prev: b.prev.slice(Math.max(0, a.prev.length - 1), b.prev.length),\n            next: []\n          }\n\n        /* Moving up */\n        } else {\n          return {\n            prev: b.prev.slice(-1),\n            next: b.next.slice(0, b.next.length - a.next.length)\n          }\n        }\n      })\n    )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount table of contents\n *\n * @param el - Table of contents element\n * @param options - Options\n *\n * @returns Table of contents component observable\n */\nexport function mountTableOfContents(\n  el: HTMLElement, { viewport$, header$, main$, target$ }: MountOptions\n): Observable<Component<TableOfContents>> {\n  return defer(() => {\n    const push$ = new Subject<TableOfContents>()\n    const done$ = push$.pipe(ignoreElements(), endWith(true))\n    push$.subscribe(({ prev, next }) => {\n\n      /* Look forward */\n      for (const [anchor] of next) {\n        anchor.classList.remove(\"md-nav__link--passed\")\n        anchor.classList.remove(\"md-nav__link--active\")\n      }\n\n      /* Look backward */\n      for (const [index, [anchor]] of prev.entries()) {\n        anchor.classList.add(\"md-nav__link--passed\")\n        anchor.classList.toggle(\n          \"md-nav__link--active\",\n          index === prev.length - 1\n        )\n      }\n    })\n\n    /* Set up following, if enabled */\n    if (feature(\"toc.follow\")) {\n\n      /* Toggle smooth scrolling only for anchor clicks */\n      const smooth$ = merge(\n        viewport$.pipe(debounceTime(1), map(() => undefined)),\n        viewport$.pipe(debounceTime(250), map(() => \"smooth\" as const))\n      )\n\n      /* Bring active anchor into view */ // @todo: refactor\n      push$\n        .pipe(\n          filter(({ prev }) => prev.length > 0),\n          combineLatestWith(main$.pipe(observeOn(asyncScheduler))),\n          withLatestFrom(smooth$)\n        )\n          .subscribe(([[{ prev }], behavior]) => {\n            const [anchor] = prev[prev.length - 1]\n            if (anchor.offsetHeight) {\n\n              /* Retrieve overflowing container and scroll */\n              const container = getElementContainer(anchor)\n              if (typeof container !== \"undefined\") {\n                const offset = anchor.offsetTop - container.offsetTop\n                const { height } = getElementSize(container)\n                container.scrollTo({\n                  top: offset - height / 2,\n                  behavior\n                })\n              }\n            }\n          })\n    }\n\n    /* Set up anchor tracking, if enabled */\n    if (feature(\"navigation.tracking\"))\n      viewport$\n        .pipe(\n          takeUntil(done$),\n          distinctUntilKeyChanged(\"offset\"),\n          debounceTime(250),\n          skip(1),\n          takeUntil(target$.pipe(skip(1))),\n          repeat({ delay: 250 }),\n          withLatestFrom(push$)\n        )\n          .subscribe(([, { prev }]) => {\n            const url = getLocation()\n\n            /* Set hash fragment to active anchor */\n            const anchor = prev[prev.length - 1]\n            if (anchor && anchor.length) {\n              const [active] = anchor\n              const { hash } = new URL(active.href)\n              if (url.hash !== hash) {\n                url.hash = hash\n                history.replaceState({}, \"\", `${url}`)\n              }\n\n            /* Reset anchor when at the top */\n            } else {\n              url.hash = \"\"\n              history.replaceState({}, \"\", `${url}`)\n            }\n          })\n\n    /* Create and return component */\n    return watchTableOfContents(el, { viewport$, header$ })\n      .pipe(\n        tap(state => push$.next(state)),\n        finalize(() => push$.complete()),\n        map(state => ({ ref: el, ...state }))\n      )\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  Subject,\n  bufferCount,\n  combineLatest,\n  distinctUntilChanged,\n  distinctUntilKeyChanged,\n  endWith,\n  finalize,\n  fromEvent,\n  ignoreElements,\n  map,\n  repeat,\n  skip,\n  takeUntil,\n  tap\n} from \"rxjs\"\n\nimport { Viewport } from \"~/browser\"\n\nimport { Component } from \"../_\"\nimport { Header } from \"../header\"\nimport { Main } from \"../main\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Back-to-top button\n */\nexport interface BackToTop {\n  hidden: boolean                      /* Back-to-top button is hidden */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch options\n */\ninterface WatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  main$: Observable<Main>              /* Main area observable */\n  target$: Observable<HTMLElement>     /* Location target observable */\n}\n\n/**\n * Mount options\n */\ninterface MountOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  header$: Observable<Header>          /* Header observable */\n  main$: Observable<Main>              /* Main area observable */\n  target$: Observable<HTMLElement>     /* Location target observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Watch back-to-top\n *\n * @param _el - Back-to-top element\n * @param options - Options\n *\n * @returns Back-to-top observable\n */\nexport function watchBackToTop(\n  _el: HTMLElement, { viewport$, main$, target$ }: WatchOptions\n): Observable<BackToTop> {\n\n  /* Compute direction */\n  const direction$ = viewport$\n    .pipe(\n      map(({ offset: { y } }) => y),\n      bufferCount(2, 1),\n      map(([a, b]) => a > b && b > 0),\n      distinctUntilChanged()\n    )\n\n  /* Compute whether main area is active */\n  const active$ = main$\n    .pipe(\n      map(({ active }) => active)\n    )\n\n  /* Compute threshold for hiding */\n  return combineLatest([active$, direction$])\n    .pipe(\n      map(([active, direction]) => !(active && direction)),\n      distinctUntilChanged(),\n      takeUntil(target$.pipe(skip(1))),\n      endWith(true),\n      repeat({ delay: 250 }),\n      map(hidden => ({ hidden }))\n    )\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Mount back-to-top\n *\n * @param el - Back-to-top element\n * @param options - Options\n *\n * @returns Back-to-top component observable\n */\nexport function mountBackToTop(\n  el: HTMLElement, { viewport$, header$, main$, target$ }: MountOptions\n): Observable<Component<BackToTop>> {\n  const push$ = new Subject<BackToTop>()\n  const done$ = push$.pipe(ignoreElements(), endWith(true))\n  push$.subscribe({\n\n    /* Handle emission */\n    next({ hidden }) {\n      el.hidden = hidden\n      if (hidden) {\n        el.setAttribute(\"tabindex\", \"-1\")\n        el.blur()\n      } else {\n        el.removeAttribute(\"tabindex\")\n      }\n    },\n\n    /* Handle complete */\n    complete() {\n      el.style.top = \"\"\n      el.hidden = true\n      el.removeAttribute(\"tabindex\")\n    }\n  })\n\n  /* Watch header height */\n  header$\n    .pipe(\n      takeUntil(done$),\n      distinctUntilKeyChanged(\"height\")\n    )\n      .subscribe(({ height }) => {\n        el.style.top = `${height + 16}px`\n      })\n\n  /* Go back to top */\n  fromEvent(el, \"click\")\n    .subscribe(ev => {\n      ev.preventDefault()\n      window.scrollTo({ top: 0 })\n    })\n\n  /* Create and return component */\n  return watchBackToTop(el, { viewport$, main$, target$ })\n    .pipe(\n      tap(state => push$.next(state)),\n      finalize(() => push$.complete()),\n      map(state => ({ ref: el, ...state }))\n    )\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  fromEvent,\n  map,\n  mergeMap,\n  switchMap,\n  takeWhile,\n  tap,\n  withLatestFrom\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n  document$: Observable<Document>      /* Document observable */\n  tablet$: Observable<boolean>         /* Media tablet observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch indeterminate checkboxes\n *\n * This function replaces the indeterminate \"pseudo state\" with the actual\n * indeterminate state, which is used to keep navigation always expanded.\n *\n * @param options - Options\n */\nexport function patchIndeterminate(\n  { document$, tablet$ }: PatchOptions\n): void {\n  document$\n    .pipe(\n      switchMap(() => getElements<HTMLInputElement>(\n        \".md-toggle--indeterminate\"\n      )),\n      tap(el => {\n        el.indeterminate = true\n        el.checked = false\n      }),\n      mergeMap(el => fromEvent(el, \"change\")\n        .pipe(\n          takeWhile(() => el.classList.contains(\"md-toggle--indeterminate\")),\n          map(() => el)\n        )\n      ),\n      withLatestFrom(tablet$)\n    )\n      .subscribe(([el, tablet]) => {\n        el.classList.remove(\"md-toggle--indeterminate\")\n        if (tablet)\n          el.checked = false\n      })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  filter,\n  fromEvent,\n  map,\n  mergeMap,\n  switchMap,\n  tap\n} from \"rxjs\"\n\nimport { getElements } from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n  document$: Observable<Document>      /* Document observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Check whether the given device is an Apple device\n *\n * @returns Test result\n */\nfunction isAppleDevice(): boolean {\n  return /(iPad|iPhone|iPod)/.test(navigator.userAgent)\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch all elements with `data-md-scrollfix` attributes\n *\n * This is a year-old patch which ensures that overflow scrolling works at the\n * top and bottom of containers on iOS by ensuring a `1px` scroll offset upon\n * the start of a touch event.\n *\n * @see https://bit.ly/2SCtAOO - Original source\n *\n * @param options - Options\n */\nexport function patchScrollfix(\n  { document$ }: PatchOptions\n): void {\n  document$\n    .pipe(\n      switchMap(() => getElements(\"[data-md-scrollfix]\")),\n      tap(el => el.removeAttribute(\"data-md-scrollfix\")),\n      filter(isAppleDevice),\n      mergeMap(el => fromEvent(el, \"touchstart\")\n        .pipe(\n          map(() => el)\n        )\n      )\n    )\n      .subscribe(el => {\n        const top = el.scrollTop\n\n        /* We're at the top of the container */\n        if (top === 0) {\n          el.scrollTop = 1\n\n        /* We're at the bottom of the container */\n        } else if (top + el.offsetHeight === el.scrollHeight) {\n          el.scrollTop = top - 1\n        }\n      })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  Observable,\n  combineLatest,\n  delay,\n  map,\n  of,\n  switchMap,\n  withLatestFrom\n} from \"rxjs\"\n\nimport {\n  Viewport,\n  watchToggle\n} from \"~/browser\"\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch options\n */\ninterface PatchOptions {\n  viewport$: Observable<Viewport>      /* Viewport observable */\n  tablet$: Observable<boolean>         /* Media tablet observable */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Patch the document body to lock when search is open\n *\n * For mobile and tablet viewports, the search is rendered full screen, which\n * leads to scroll leaking when at the top or bottom of the search result. This\n * function locks the body when the search is in full screen mode, and restores\n * the scroll position when leaving.\n *\n * @param options - Options\n */\nexport function patchScrolllock(\n  { viewport$, tablet$ }: PatchOptions\n): void {\n  combineLatest([watchToggle(\"search\"), tablet$])\n    .pipe(\n      map(([active, tablet]) => active && !tablet),\n      switchMap(active => of(active)\n        .pipe(\n          delay(active ? 400 : 100)\n        )\n      ),\n      withLatestFrom(viewport$)\n    )\n      .subscribe(([active, { offset: { y }}]) => {\n        if (active) {\n          document.body.setAttribute(\"data-md-scrolllock\", \"\")\n          document.body.style.top = `-${y}px`\n        } else {\n          const value = -1 * parseInt(document.body.style.top, 10)\n          document.body.removeAttribute(\"data-md-scrolllock\")\n          document.body.style.top = \"\"\n          if (value)\n            window.scrollTo(0, value)\n        }\n      })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Polyfills\n * ------------------------------------------------------------------------- */\n\n/* Polyfill `Object.entries` */\nif (!Object.entries)\n  Object.entries = function (obj: object) {\n    const data: [string, string][] = []\n    for (const key of Object.keys(obj))\n      // @ts-expect-error - ignore property access warning\n      data.push([key, obj[key]])\n\n    /* Return entries */\n    return data\n  }\n\n/* Polyfill `Object.values` */\nif (!Object.values)\n  Object.values = function (obj: object) {\n    const data: string[] = []\n    for (const key of Object.keys(obj))\n      // @ts-expect-error - ignore property access warning\n      data.push(obj[key])\n\n    /* Return values */\n    return data\n  }\n\n/* ------------------------------------------------------------------------- */\n\n/* Polyfills for `Element` */\nif (typeof Element !== \"undefined\") {\n\n  /* Polyfill `Element.scrollTo` */\n  if (!Element.prototype.scrollTo)\n    Element.prototype.scrollTo = function (\n      x?: ScrollToOptions | number, y?: number\n    ): void {\n      if (typeof x === \"object\") {\n        this.scrollLeft = x.left!\n        this.scrollTop = x.top!\n      } else {\n        this.scrollLeft = x!\n        this.scrollTop = y!\n      }\n    }\n\n  /* Polyfill `Element.replaceWith` */\n  if (!Element.prototype.replaceWith)\n    Element.prototype.replaceWith = function (\n      ...nodes: Array<string | Node>\n    ): void {\n      const parent = this.parentNode\n      if (parent) {\n        if (nodes.length === 0)\n          parent.removeChild(this)\n\n        /* Replace children and create text nodes */\n        for (let i = nodes.length - 1; i >= 0; i--) {\n          let node = nodes[i]\n          if (typeof node === \"string\")\n            node = document.createTextNode(node)\n          else if (node.parentNode)\n            node.parentNode.removeChild(node)\n\n          /* Replace child or insert before previous sibling */\n          if (!i)\n            parent.replaceChild(node, this)\n          else\n            parent.insertBefore(this.previousSibling!, node)\n        }\n      }\n    }\n}\n"],
+  "mappings": 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diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.ar.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.ar.min.js
new file mode 100644
index 00000000..9b06c26c
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.ar.min.js
@@ -0,0 +1 @@
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كليكما كليهما كلما كلا كم كما كي كيت كيف كيفما كان كخ لئن لا لات لاسيما لدن لدى لعمر لقاء لك لكم لكما لكن لكنما لكي لكيلا للامم لم لما لما لن لنا له لها لو لوكالة لولا لوما لي لست لست لستم لستما لستن لست لسن لعل لكن ليت ليس ليسا ليستا ليست ليسوا لسنا ما ماانفك مابرح مادام ماذا مازال مافتئ مايو متى مثل مذ مساء مع معاذ مقابل مكانكم مكانكما مكانكن مكانك مليار مليون مما ممن من منذ منها مه مهما من من نحن نحو نعم نفس نفسه نهاية نخ نعما نعم ها هاؤم هاك هاهنا هب هذا هذه هكذا هل هلم هلا هم هما هن هنا هناك هنالك هو هي هيا هيت هيا هؤلاء هاتان هاتين هاته هاتي هج هذا هذان هذين هذه هذي هيهات و وا واحد واضاف واضافت واكد وان واها واوضح وراءك وفي وقال وقالت وقد وقف وكان وكانت ولا ولم ومن وهو وهي ويكان وي وشكان يكون يمكن يوم ايان".split(" ").indexOf(e.word)>=0)return!0},e.normalizeHamzaAndAlef=function(){return e.word=e.word.replace("ؤ","ء"),e.word=e.word.replace("ئ","ء"),e.word=e.word.replace(/([\u0627])\1+/gi,"ا"),!1},e.removeEndTaa=function(){return!(e.word.length>2)||(e.word=e.word.replace(/[\u0627]$/,""),e.word=e.word.replace("ة",""),!1)},e.removeStartWaw=function(){return e.word.length>3&&"و"==e.word[0]&&"و"==e.word[1]&&(e.word=e.word.slice(1)),!1},e.removePre432=function(){var r=e.word;if(e.word.length>=7){var t=new RegExp("^("+e.pre.pre4.split(" ").join("|")+")");e.word=e.word.replace(t,"")}if(e.word==r&&e.word.length>=6){var c=new RegExp("^("+e.pre.pre3.split(" ").join("|")+")");e.word=e.word.replace(c,"")}if(e.word==r&&e.word.length>=5){var l=new RegExp("^("+e.pre.pre2.split(" ").join("|")+")");e.word=e.word.replace(l,"")}return r!=e.word&&(e.preRemoved=!0),!1},e.patternCheck=function(r){for(var t=0;t<r.length;t++){for(var c=!0,l=0;l<r[t].pt.length;l++){var n=r[t].pt[l].c.split(","),o=!1;if(n.forEach(function(c){e.word[r[t].pt[l].l]==c&&(o=!0)}),!o){c=!1;break}}if(1==c){if(r[t].mPt){for(var p=[],m=0;m<r[t].mPt.length;m++)null!=r[t].mPt[m].m?p[r[t].mPt[m].l]=e.word[r[t].mPt[m].m]:p[r[t].mPt[m].l]=r[t].mPt[m].c;e.word=p.join("")}e.result=!0;break}}},e.removePre1=function(){var r=e.word;if(0==e.preRemoved&&e.word.length>3){var t=new RegExp("^("+e.pre.pre1.split(" ").join("|")+")");e.word=e.word.replace(t,"")}return r!=e.word&&(e.preRemoved=!0),!1},e.removeSuf1=function(){var r=e.word;if(0==e.sufRemoved&&e.word.length>3){var t=new RegExp("("+e.suf.suf1.split(" ").join("|")+")$");e.word=e.word.replace(t,"")}return r!=e.word&&(e.sufRemoved=!0),!1},e.removeSuf432=function(){var r=e.word;if(e.word.length>=6){var t=new RegExp("("+e.suf.suf4.split(" ").join("|")+")$");e.word=e.word.replace(t,"")}if(e.word==r&&e.word.length>=5){var c=new RegExp("("+e.suf.suf3.split(" ").join("|")+")$");e.word=e.word.replace(c,"")}if(e.word==r&&e.word.length>=4){var l=new RegExp("("+e.suf.suf2.split(" ").join("|")+")$");e.word=e.word.replace(l,"")}return r!=e.word&&(e.sufRemoved=!0),!1},e.wordCheck=function(){for(var r=(e.word,[e.removeSuf432,e.removeSuf1,e.removePre1]),t=0,c=!1;e.word.length>=7&&!e.result&&t<r.length;)7!=e.word.length||c?(r[t](),t++,c=!1):(e.checkPattern73(),c=!0);var l=[e.checkPattern63,e.removeSuf432,e.removeSuf1,e.removePre1,e.checkPattern64];for(t=0;6==e.word.length&&!e.result&&t<l.length;)l[t](),t++;var n=[e.checkPattern53,e.removeSuf432,e.removeSuf1,e.removePre1,e.checkPattern54];for(t=0;5==e.word.length&&!e.result&&t<n.length;)n[t](),t++;var o=[e.checkPattern43,e.removeSuf1,e.removePre1,e.removeSuf432];for(t=0;4==e.word.length&&!e.result&&t<o.length;)o[t](),t++;return!0},e.checkPattern43=function(){e.patternCheck(e.patterns.pt43)},e.checkPattern53=function(){e.patternCheck(e.patterns.pt53)},e.checkPattern54=function(){e.patternCheck(e.patterns.pt54)},e.checkPattern63=function(){e.patternCheck(e.patterns.pt63)},e.checkPattern64=function(){e.patternCheck(e.patterns.pt64)},e.checkPattern73=function(){e.patternCheck(e.patterns.pt73)},function(r){return"function"==typeof r.update?r.update(function(r){return e.setCurrent(r),e.stem(),e.getCurrent()}):(e.setCurrent(r),e.stem(),e.getCurrent())}}(),e.Pipeline.registerFunction(e.ar.stemmer,"stemmer-ar"),e.ar.stopWordFilter=e.generateStopWordFilter("، اض امين اه اها اي ا اب اجل اجمع اخ اخذ اصبح اضحى اقبل اقل اكثر الا ام اما امامك امامك امسى اما ان انا انت انتم انتما انتن انت انشا انى او اوشك اولئك اولئكم اولاء اولالك اوه اي ايا اين اينما اي ان اي اف اذ اذا اذا اذما اذن الى اليكم اليكما اليكن اليك اليك الا اما ان انما اي اياك اياكم اياكما اياكن ايانا اياه اياها اياهم اياهما اياهن اياي ايه ان ا ابتدا اثر اجل احد اخرى اخلولق اذا اربعة ارتد استحال اطار اعادة اعلنت اف اكثر اكد الالاء الالى الا الاخيرة الان الاول الاولى التى التي الثاني الثانية الذاتي الذى الذي الذين السابق الف اللائي اللاتي اللتان اللتيا اللتين اللذان اللذين اللواتي الماضي المقبل الوقت الى اليوم اما امام امس ان انبرى انقلب انه انها او اول اي ايار ايام ايضا ب بات باسم بان بخ برس بسبب بس بشكل بضع بطان بعد بعض بك بكم بكما بكن بل بلى بما بماذا بمن بن بنا به بها بي بيد بين بس بله بئس تان تانك تبدل تجاه تحول تلقاء تلك تلكم تلكما تم تينك تين ته تي ثلاثة ثم ثم ثمة ثم جعل جلل جميع جير حار حاشا حاليا حاي حتى حرى حسب حم حوالى حول حيث حيثما حين حي حبذا حتى حذار خلا خلال دون دونك ذا ذات ذاك ذانك ذان ذلك ذلكم ذلكما ذلكن ذو ذوا ذواتا ذواتي ذيت ذينك ذين ذه ذي راح رجع رويدك ريث رب زيارة سبحان سرعان سنة سنوات سوف سوى ساء ساءما شبه شخصا شرع شتان صار صباح صفر صه صه ضد ضمن طاق طالما طفق طق ظل عاد عام عاما عامة عدا عدة عدد عدم عسى عشر عشرة علق على عليك عليه عليها عل عن عند عندما عوض عين عدس عما غدا غير  ف فان فلان فو فى في فيم فيما فيه فيها قال قام قبل قد قط قلما قوة كانما كاين كاي كاين كاد كان كانت كذا كذلك كرب كل كلا كلاهما كلتا كلم كليكما كليهما كلما كلا كم كما كي كيت كيف كيفما كان كخ لئن لا لات لاسيما لدن لدى لعمر لقاء لك لكم لكما لكن لكنما لكي لكيلا للامم لم لما لما لن لنا له لها لو لوكالة لولا لوما لي لست لست لستم لستما لستن لست لسن لعل لكن ليت ليس ليسا ليستا ليست ليسوا لسنا ما ماانفك مابرح مادام ماذا مازال مافتئ مايو متى مثل مذ مساء مع معاذ مقابل مكانكم مكانكما مكانكن مكانك مليار مليون مما ممن من منذ منها مه مهما من من نحن نحو نعم نفس نفسه نهاية نخ نعما نعم ها هاؤم هاك هاهنا هب هذا هذه هكذا هل هلم هلا هم هما هن هنا هناك هنالك هو هي هيا هيت هيا هؤلاء هاتان هاتين هاته هاتي هج هذا هذان هذين هذه هذي هيهات وا واحد واضاف واضافت واكد وان واها واوضح وراءك وفي وقال وقالت وقد وقف وكان وكانت ولا ولم ومن وهو وهي ويكان وي وشكان يكون يمكن يوم ايان".split(" ")),e.Pipeline.registerFunction(e.ar.stopWordFilter,"stopWordFilter-ar")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.da.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.da.min.js
new file mode 100644
index 00000000..b9d85098
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.da.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Danish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.da=function(){this.pipeline.reset(),this.pipeline.add(e.da.trimmer,e.da.stopWordFilter,e.da.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.da.stemmer))},e.da.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.da.trimmer=e.trimmerSupport.generateTrimmer(e.da.wordCharacters),e.Pipeline.registerFunction(e.da.trimmer,"trimmer-da"),e.da.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){var e,r=f.cursor+3;if(d=f.limit,0<=r&&r<=f.limit){for(a=r;;){if(e=f.cursor,f.in_grouping(w,97,248)){f.cursor=e;break}if(f.cursor=e,e>=f.limit)return;f.cursor++}for(;!f.out_grouping(w,97,248);){if(f.cursor>=f.limit)return;f.cursor++}d=f.cursor,d<a&&(d=a)}}function n(){var e,r;if(f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(c,32),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del();break;case 2:f.in_grouping_b(p,97,229)&&f.slice_del()}}function t(){var e,r=f.limit-f.cursor;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.find_among_b(l,4)?(f.bra=f.cursor,f.limit_backward=e,f.cursor=f.limit-r,f.cursor>f.limit_backward&&(f.cursor--,f.bra=f.cursor,f.slice_del())):f.limit_backward=e)}function s(){var e,r,i,n=f.limit-f.cursor;if(f.ket=f.cursor,f.eq_s_b(2,"st")&&(f.bra=f.cursor,f.eq_s_b(2,"ig")&&f.slice_del()),f.cursor=f.limit-n,f.cursor>=d&&(r=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,e=f.find_among_b(m,5),f.limit_backward=r,e))switch(f.bra=f.cursor,e){case 1:f.slice_del(),i=f.limit-f.cursor,t(),f.cursor=f.limit-i;break;case 2:f.slice_from("løs")}}function o(){var e;f.cursor>=d&&(e=f.limit_backward,f.limit_backward=d,f.ket=f.cursor,f.out_grouping_b(w,97,248)?(f.bra=f.cursor,u=f.slice_to(u),f.limit_backward=e,f.eq_v_b(u)&&f.slice_del()):f.limit_backward=e)}var a,d,u,c=[new r("hed",-1,1),new r("ethed",0,1),new r("ered",-1,1),new r("e",-1,1),new r("erede",3,1),new r("ende",3,1),new r("erende",5,1),new r("ene",3,1),new r("erne",3,1),new r("ere",3,1),new r("en",-1,1),new r("heden",10,1),new r("eren",10,1),new r("er",-1,1),new r("heder",13,1),new r("erer",13,1),new r("s",-1,2),new r("heds",16,1),new r("es",16,1),new r("endes",18,1),new r("erendes",19,1),new r("enes",18,1),new r("ernes",18,1),new r("eres",18,1),new r("ens",16,1),new r("hedens",24,1),new r("erens",24,1),new r("ers",16,1),new r("ets",16,1),new r("erets",28,1),new r("et",-1,1),new r("eret",30,1)],l=[new r("gd",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("elig",1,1),new r("els",-1,1),new r("løst",-1,2)],w=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],p=[239,254,42,3,0,0,0,0,0,0,0,0,0,0,0,0,16],f=new i;this.setCurrent=function(e){f.setCurrent(e)},this.getCurrent=function(){return f.getCurrent()},this.stem=function(){var r=f.cursor;return e(),f.limit_backward=r,f.cursor=f.limit,n(),f.cursor=f.limit,t(),f.cursor=f.limit,s(),f.cursor=f.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.da.stemmer,"stemmer-da"),e.da.stopWordFilter=e.generateStopWordFilter("ad af alle alt anden at blev blive bliver da de dem den denne der deres det dette dig din disse dog du efter eller en end er et for fra ham han hans har havde have hende hendes her hos hun hvad hvis hvor i ikke ind jeg jer jo kunne man mange med meget men mig min mine mit mod ned noget nogle nu når og også om op os over på selv sig sin sine sit skal skulle som sådan thi til ud under var vi vil ville vor være været".split(" ")),e.Pipeline.registerFunction(e.da.stopWordFilter,"stopWordFilter-da")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.de.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.de.min.js
new file mode 100644
index 00000000..f3b5c108
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.de.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `German` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.de=function(){this.pipeline.reset(),this.pipeline.add(e.de.trimmer,e.de.stopWordFilter,e.de.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.de.stemmer))},e.de.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.de.trimmer=e.trimmerSupport.generateTrimmer(e.de.wordCharacters),e.Pipeline.registerFunction(e.de.trimmer,"trimmer-de"),e.de.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(e,r,n){return!(!v.eq_s(1,e)||(v.ket=v.cursor,!v.in_grouping(p,97,252)))&&(v.slice_from(r),v.cursor=n,!0)}function i(){for(var r,n,i,s,t=v.cursor;;)if(r=v.cursor,v.bra=r,v.eq_s(1,"ß"))v.ket=v.cursor,v.slice_from("ss");else{if(r>=v.limit)break;v.cursor=r+1}for(v.cursor=t;;)for(n=v.cursor;;){if(i=v.cursor,v.in_grouping(p,97,252)){if(s=v.cursor,v.bra=s,e("u","U",i))break;if(v.cursor=s,e("y","Y",i))break}if(i>=v.limit)return void(v.cursor=n);v.cursor=i+1}}function s(){for(;!v.in_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}for(;!v.out_grouping(p,97,252);){if(v.cursor>=v.limit)return!0;v.cursor++}return!1}function t(){m=v.limit,l=m;var e=v.cursor+3;0<=e&&e<=v.limit&&(d=e,s()||(m=v.cursor,m<d&&(m=d),s()||(l=v.cursor)))}function o(){for(var e,r;;){if(r=v.cursor,v.bra=r,!(e=v.find_among(h,6)))return;switch(v.ket=v.cursor,e){case 1:v.slice_from("y");break;case 2:case 5:v.slice_from("u");break;case 3:v.slice_from("a");break;case 4:v.slice_from("o");break;case 6:if(v.cursor>=v.limit)return;v.cursor++}}}function c(){return m<=v.cursor}function u(){return l<=v.cursor}function a(){var e,r,n,i,s=v.limit-v.cursor;if(v.ket=v.cursor,(e=v.find_among_b(w,7))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:v.slice_del(),v.ket=v.cursor,v.eq_s_b(1,"s")&&(v.bra=v.cursor,v.eq_s_b(3,"nis")&&v.slice_del());break;case 3:v.in_grouping_b(g,98,116)&&v.slice_del()}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(f,4))&&(v.bra=v.cursor,c()))switch(e){case 1:v.slice_del();break;case 2:if(v.in_grouping_b(k,98,116)){var t=v.cursor-3;v.limit_backward<=t&&t<=v.limit&&(v.cursor=t,v.slice_del())}}if(v.cursor=v.limit-s,v.ket=v.cursor,(e=v.find_among_b(_,8))&&(v.bra=v.cursor,u()))switch(e){case 1:v.slice_del(),v.ket=v.cursor,v.eq_s_b(2,"ig")&&(v.bra=v.cursor,r=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-r,u()&&v.slice_del()));break;case 2:n=v.limit-v.cursor,v.eq_s_b(1,"e")||(v.cursor=v.limit-n,v.slice_del());break;case 3:if(v.slice_del(),v.ket=v.cursor,i=v.limit-v.cursor,!v.eq_s_b(2,"er")&&(v.cursor=v.limit-i,!v.eq_s_b(2,"en")))break;v.bra=v.cursor,c()&&v.slice_del();break;case 4:v.slice_del(),v.ket=v.cursor,e=v.find_among_b(b,2),e&&(v.bra=v.cursor,u()&&1==e&&v.slice_del())}}var d,l,m,h=[new r("",-1,6),new r("U",0,2),new r("Y",0,1),new r("ä",0,3),new r("ö",0,4),new r("ü",0,5)],w=[new r("e",-1,2),new r("em",-1,1),new r("en",-1,2),new r("ern",-1,1),new r("er",-1,1),new r("s",-1,3),new r("es",5,2)],f=[new r("en",-1,1),new r("er",-1,1),new r("st",-1,2),new r("est",2,1)],b=[new r("ig",-1,1),new r("lich",-1,1)],_=[new r("end",-1,1),new r("ig",-1,2),new r("ung",-1,1),new r("lich",-1,3),new r("isch",-1,2),new r("ik",-1,2),new r("heit",-1,3),new r("keit",-1,4)],p=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,8,0,32,8],g=[117,30,5],k=[117,30,4],v=new n;this.setCurrent=function(e){v.setCurrent(e)},this.getCurrent=function(){return v.getCurrent()},this.stem=function(){var e=v.cursor;return i(),v.cursor=e,t(),v.limit_backward=e,v.cursor=v.limit,a(),v.cursor=v.limit_backward,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.de.stemmer,"stemmer-de"),e.de.stopWordFilter=e.generateStopWordFilter("aber alle allem allen aller alles als also am an ander andere anderem anderen anderer anderes anderm andern anderr anders auch auf aus bei bin bis bist da damit dann das dasselbe dazu daß dein deine deinem deinen deiner deines dem demselben den denn denselben der derer derselbe derselben des desselben dessen dich die dies diese dieselbe dieselben diesem diesen dieser dieses dir doch dort du durch ein eine einem einen einer eines einig einige einigem einigen einiger einiges einmal er es etwas euch euer eure eurem euren eurer eures für gegen gewesen hab habe haben hat hatte hatten hier hin hinter ich ihm ihn ihnen ihr ihre ihrem ihren ihrer ihres im in indem ins ist jede jedem jeden jeder jedes jene jenem jenen jener jenes jetzt kann kein keine keinem keinen keiner keines können könnte machen man manche manchem manchen mancher manches mein meine meinem meinen meiner meines mich mir mit muss musste nach nicht nichts noch nun nur ob oder ohne sehr sein seine seinem seinen seiner seines selbst sich sie sind so solche solchem solchen solcher solches soll sollte sondern sonst um und uns unse unsem unsen unser unses unter viel vom von vor war waren warst was weg weil weiter welche welchem welchen welcher welches wenn werde werden wie wieder will wir wird wirst wo wollen wollte während würde würden zu zum zur zwar zwischen über".split(" ")),e.Pipeline.registerFunction(e.de.stopWordFilter,"stopWordFilter-de")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.du.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.du.min.js
new file mode 100644
index 00000000..49a0f3f0
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.du.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Dutch` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");console.warn('[Lunr Languages] Please use the "nl" instead of the "du". The "nl" code is the standard code for Dutch language, and "du" will be removed in the next major versions.'),e.du=function(){this.pipeline.reset(),this.pipeline.add(e.du.trimmer,e.du.stopWordFilter,e.du.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.du.stemmer))},e.du.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.du.trimmer=e.trimmerSupport.generateTrimmer(e.du.wordCharacters),e.Pipeline.registerFunction(e.du.trimmer,"trimmer-du"),e.du.stemmer=function(){var r=e.stemmerSupport.Among,i=e.stemmerSupport.SnowballProgram,n=new function(){function e(){for(var e,r,i,o=C.cursor;;){if(C.bra=C.cursor,e=C.find_among(b,11))switch(C.ket=C.cursor,e){case 1:C.slice_from("a");continue;case 2:C.slice_from("e");continue;case 3:C.slice_from("i");continue;case 4:C.slice_from("o");continue;case 5:C.slice_from("u");continue;case 6:if(C.cursor>=C.limit)break;C.cursor++;continue}break}for(C.cursor=o,C.bra=o,C.eq_s(1,"y")?(C.ket=C.cursor,C.slice_from("Y")):C.cursor=o;;)if(r=C.cursor,C.in_grouping(q,97,232)){if(i=C.cursor,C.bra=i,C.eq_s(1,"i"))C.ket=C.cursor,C.in_grouping(q,97,232)&&(C.slice_from("I"),C.cursor=r);else if(C.cursor=i,C.eq_s(1,"y"))C.ket=C.cursor,C.slice_from("Y"),C.cursor=r;else if(n(r))break}else if(n(r))break}function n(e){return C.cursor=e,e>=C.limit||(C.cursor++,!1)}function o(){_=C.limit,f=_,t()||(_=C.cursor,_<3&&(_=3),t()||(f=C.cursor))}function t(){for(;!C.in_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}for(;!C.out_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}return!1}function s(){for(var e;;)if(C.bra=C.cursor,e=C.find_among(p,3))switch(C.ket=C.cursor,e){case 1:C.slice_from("y");break;case 2:C.slice_from("i");break;case 3:if(C.cursor>=C.limit)return;C.cursor++}}function u(){return _<=C.cursor}function c(){return f<=C.cursor}function a(){var e=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-e,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var e;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.slice_del(),w=!0,a())))}function m(){var e;u()&&(e=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-e,C.eq_s_b(3,"gem")||(C.cursor=C.limit-e,C.slice_del(),a())))}function d(){var e,r,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,e=C.find_among_b(h,5))switch(C.bra=C.cursor,e){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 3:u()&&C.out_grouping_b(z,97,232)&&C.slice_del()}if(C.cursor=C.limit-s,l(),C.cursor=C.limit-s,C.ket=C.cursor,C.eq_s_b(4,"heid")&&(C.bra=C.cursor,c()&&(r=C.limit-C.cursor,C.eq_s_b(1,"c")||(C.cursor=C.limit-r,C.slice_del(),C.ket=C.cursor,C.eq_s_b(2,"en")&&(C.bra=C.cursor,m())))),C.cursor=C.limit-s,C.ket=C.cursor,e=C.find_among_b(k,6))switch(C.bra=C.cursor,e){case 1:if(c()){if(C.slice_del(),i=C.limit-C.cursor,C.ket=C.cursor,C.eq_s_b(2,"ig")&&(C.bra=C.cursor,c()&&(n=C.limit-C.cursor,!C.eq_s_b(1,"e")))){C.cursor=C.limit-n,C.slice_del();break}C.cursor=C.limit-i,a()}break;case 2:c()&&(o=C.limit-C.cursor,C.eq_s_b(1,"e")||(C.cursor=C.limit-o,C.slice_del()));break;case 3:c()&&(C.slice_del(),l());break;case 4:c()&&C.slice_del();break;case 5:c()&&w&&C.slice_del()}C.cursor=C.limit-s,C.out_grouping_b(j,73,232)&&(t=C.limit-C.cursor,C.find_among_b(v,4)&&C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-t,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del())))}var f,_,w,b=[new r("",-1,6),new r("á",0,1),new r("ä",0,1),new r("é",0,2),new r("ë",0,2),new r("í",0,3),new r("ï",0,3),new r("ó",0,4),new r("ö",0,4),new r("ú",0,5),new r("ü",0,5)],p=[new r("",-1,3),new r("I",0,2),new r("Y",0,1)],g=[new r("dd",-1,-1),new r("kk",-1,-1),new r("tt",-1,-1)],h=[new r("ene",-1,2),new r("se",-1,3),new r("en",-1,2),new r("heden",2,1),new r("s",-1,3)],k=[new r("end",-1,1),new r("ig",-1,2),new r("ing",-1,1),new r("lijk",-1,3),new r("baar",-1,4),new r("bar",-1,5)],v=[new r("aa",-1,-1),new r("ee",-1,-1),new r("oo",-1,-1),new r("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(e){C.setCurrent(e)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var r=C.cursor;return e(),C.cursor=r,o(),C.limit_backward=r,C.cursor=C.limit,d(),C.cursor=C.limit_backward,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return n.setCurrent(e),n.stem(),n.getCurrent()}):(n.setCurrent(e),n.stem(),n.getCurrent())}}(),e.Pipeline.registerFunction(e.du.stemmer,"stemmer-du"),e.du.stopWordFilter=e.generateStopWordFilter(" aan al alles als altijd andere ben bij daar dan dat de der deze die dit doch doen door dus een eens en er ge geen geweest haar had heb hebben heeft hem het hier hij hoe hun iemand iets ik in is ja je kan kon kunnen maar me meer men met mij mijn moet na naar niet niets nog nu of om omdat onder ons ook op over reeds te tegen toch toen tot u uit uw van veel voor want waren was wat werd wezen wie wil worden wordt zal ze zelf zich zij zijn zo zonder zou".split(" ")),e.Pipeline.registerFunction(e.du.stopWordFilter,"stopWordFilter-du")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.es.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.es.min.js
new file mode 100644
index 00000000..2989d342
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.es.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Spanish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,s){"function"==typeof define&&define.amd?define(s):"object"==typeof exports?module.exports=s():s()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.es=function(){this.pipeline.reset(),this.pipeline.add(e.es.trimmer,e.es.stopWordFilter,e.es.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.es.stemmer))},e.es.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.es.trimmer=e.trimmerSupport.generateTrimmer(e.es.wordCharacters),e.Pipeline.registerFunction(e.es.trimmer,"trimmer-es"),e.es.stemmer=function(){var s=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,n=new function(){function e(){if(A.out_grouping(x,97,252)){for(;!A.in_grouping(x,97,252);){if(A.cursor>=A.limit)return!0;A.cursor++}return!1}return!0}function n(){if(A.in_grouping(x,97,252)){var s=A.cursor;if(e()){if(A.cursor=s,!A.in_grouping(x,97,252))return!0;for(;!A.out_grouping(x,97,252);){if(A.cursor>=A.limit)return!0;A.cursor++}}return!1}return!0}function i(){var s,r=A.cursor;if(n()){if(A.cursor=r,!A.out_grouping(x,97,252))return;if(s=A.cursor,e()){if(A.cursor=s,!A.in_grouping(x,97,252)||A.cursor>=A.limit)return;A.cursor++}}g=A.cursor}function a(){for(;!A.in_grouping(x,97,252);){if(A.cursor>=A.limit)return!1;A.cursor++}for(;!A.out_grouping(x,97,252);){if(A.cursor>=A.limit)return!1;A.cursor++}return!0}function t(){var e=A.cursor;g=A.limit,p=g,v=g,i(),A.cursor=e,a()&&(p=A.cursor,a()&&(v=A.cursor))}function o(){for(var e;;){if(A.bra=A.cursor,e=A.find_among(k,6))switch(A.ket=A.cursor,e){case 1:A.slice_from("a");continue;case 2:A.slice_from("e");continue;case 3:A.slice_from("i");continue;case 4:A.slice_from("o");continue;case 5:A.slice_from("u");continue;case 6:if(A.cursor>=A.limit)break;A.cursor++;continue}break}}function u(){return g<=A.cursor}function w(){return p<=A.cursor}function c(){return v<=A.cursor}function m(){var e;if(A.ket=A.cursor,A.find_among_b(y,13)&&(A.bra=A.cursor,(e=A.find_among_b(q,11))&&u()))switch(e){case 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diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.fi.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.fi.min.js
new file mode 100644
index 00000000..29f5dfce
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.fi.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Finnish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
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\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.fr.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.fr.min.js
new file mode 100644
index 00000000..68cd0094
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.fr.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `French` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. 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\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.hi.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.hi.min.js
new file mode 100644
index 00000000..7dbc4140
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.hi.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hi=function(){this.pipeline.reset(),this.pipeline.add(e.hi.trimmer,e.hi.stopWordFilter,e.hi.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hi.stemmer))},e.hi.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.hi.trimmer=e.trimmerSupport.generateTrimmer(e.hi.wordCharacters),e.Pipeline.registerFunction(e.hi.trimmer,"trimmer-hi"),e.hi.stopWordFilter=e.generateStopWordFilter("अत अपना अपनी अपने अभी अंदर आदि आप इत्यादि इन इनका इन्हीं इन्हें इन्हों इस इसका इसकी इसके इसमें इसी इसे उन उनका उनकी उनके उनको उन्हीं उन्हें उन्हों उस उसके उसी उसे एक एवं एस ऐसे और कई कर करता करते करना करने करें कहते कहा का काफ़ी कि कितना किन्हें किन्हों किया किर किस किसी किसे की कुछ कुल के को कोई कौन कौनसा गया घर जब जहाँ जा जितना जिन जिन्हें जिन्हों जिस जिसे जीधर जैसा जैसे जो तक तब तरह तिन तिन्हें तिन्हों तिस तिसे तो था थी थे दबारा दिया दुसरा दूसरे दो द्वारा न नके नहीं ना निहायत नीचे ने पर पहले पूरा पे फिर बनी बही बहुत बाद बाला बिलकुल भी भीतर मगर मानो मे में यदि यह यहाँ यही या यिह ये रखें रहा रहे ऱ्वासा लिए लिये लेकिन व वग़ैरह वर्ग वह वहाँ वहीं वाले वुह वे वो सकता सकते सबसे सभी साथ साबुत साभ सारा से सो संग ही हुआ हुई हुए है हैं हो होता होती होते होना होने".split(" ")),e.hi.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.hi.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var t=i.toString().toLowerCase().replace(/^\s+/,"");return r.cut(t).split("|")},e.Pipeline.registerFunction(e.hi.stemmer,"stemmer-hi"),e.Pipeline.registerFunction(e.hi.stopWordFilter,"stopWordFilter-hi")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.hu.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.hu.min.js
new file mode 100644
index 00000000..ed9d909f
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.hu.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Hungarian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,n){"function"==typeof define&&define.amd?define(n):"object"==typeof exports?module.exports=n():n()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hu=function(){this.pipeline.reset(),this.pipeline.add(e.hu.trimmer,e.hu.stopWordFilter,e.hu.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.hu.stemmer))},e.hu.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.hu.trimmer=e.trimmerSupport.generateTrimmer(e.hu.wordCharacters),e.Pipeline.registerFunction(e.hu.trimmer,"trimmer-hu"),e.hu.stemmer=function(){var n=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,n=L.cursor;if(d=L.limit,L.in_grouping(W,97,252))for(;;){if(e=L.cursor,L.out_grouping(W,97,252))return L.cursor=e,L.find_among(g,8)||(L.cursor=e,e<L.limit&&L.cursor++),void(d=L.cursor);if(L.cursor=e,e>=L.limit)return void(d=e);L.cursor++}if(L.cursor=n,L.out_grouping(W,97,252)){for(;!L.in_grouping(W,97,252);){if(L.cursor>=L.limit)return;L.cursor++}d=L.cursor}}function i(){return d<=L.cursor}function a(){var e;if(L.ket=L.cursor,(e=L.find_among_b(h,2))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("a");break;case 2:L.slice_from("e")}}function t(){var e=L.limit-L.cursor;return!!L.find_among_b(p,23)&&(L.cursor=L.limit-e,!0)}function s(){if(L.cursor>L.limit_backward){L.cursor--,L.ket=L.cursor;var e=L.cursor-1;L.limit_backward<=e&&e<=L.limit&&(L.cursor=e,L.bra=e,L.slice_del())}}function c(){var e;if(L.ket=L.cursor,(e=L.find_among_b(_,2))&&(L.bra=L.cursor,i())){if((1==e||2==e)&&!t())return;L.slice_del(),s()}}function o(){L.ket=L.cursor,L.find_among_b(v,44)&&(L.bra=L.cursor,i()&&(L.slice_del(),a()))}function w(){var e;if(L.ket=L.cursor,(e=L.find_among_b(z,3))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("e");break;case 2:case 3:L.slice_from("a")}}function l(){var e;if(L.ket=L.cursor,(e=L.find_among_b(y,6))&&(L.bra=L.cursor,i()))switch(e){case 1:case 2:L.slice_del();break;case 3:L.slice_from("a");break;case 4:L.slice_from("e")}}function u(){var e;if(L.ket=L.cursor,(e=L.find_among_b(j,2))&&(L.bra=L.cursor,i())){if((1==e||2==e)&&!t())return;L.slice_del(),s()}}function m(){var e;if(L.ket=L.cursor,(e=L.find_among_b(C,7))&&(L.bra=L.cursor,i()))switch(e){case 1:L.slice_from("a");break;case 2:L.slice_from("e");break;case 3:case 4:case 5:case 6:case 7:L.slice_del()}}function k(){var e;if(L.ket=L.cursor,(e=L.find_among_b(P,12))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 7:case 9:L.slice_del();break;case 2:case 5:case 8:L.slice_from("e");break;case 3:case 6:L.slice_from("a")}}function f(){var e;if(L.ket=L.cursor,(e=L.find_among_b(F,31))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 7:case 8:case 9:case 12:case 13:case 16:case 17:case 18:L.slice_del();break;case 2:case 5:case 10:case 14:case 19:L.slice_from("a");break;case 3:case 6:case 11:case 15:case 20:L.slice_from("e")}}function b(){var e;if(L.ket=L.cursor,(e=L.find_among_b(S,42))&&(L.bra=L.cursor,i()))switch(e){case 1:case 4:case 5:case 6:case 9:case 10:case 11:case 14:case 15:case 16:case 17:case 20:case 21:case 24:case 25:case 26:case 29:L.slice_del();break;case 2:case 7:case 12:case 18:case 22:case 27:L.slice_from("a");break;case 3:case 8:case 13:case 19:case 23:case 28:L.slice_from("e")}}var d,g=[new n("cs",-1,-1),new n("dzs",-1,-1),new n("gy",-1,-1),new n("ly",-1,-1),new n("ny",-1,-1),new n("sz",-1,-1),new n("ty",-1,-1),new n("zs",-1,-1)],h=[new n("á",-1,1),new n("é",-1,2)],p=[new n("bb",-1,-1),new n("cc",-1,-1),new n("dd",-1,-1),new n("ff",-1,-1),new n("gg",-1,-1),new n("jj",-1,-1),new n("kk",-1,-1),new n("ll",-1,-1),new n("mm",-1,-1),new n("nn",-1,-1),new n("pp",-1,-1),new n("rr",-1,-1),new n("ccs",-1,-1),new n("ss",-1,-1),new n("zzs",-1,-1),new n("tt",-1,-1),new n("vv",-1,-1),new n("ggy",-1,-1),new n("lly",-1,-1),new n("nny",-1,-1),new n("tty",-1,-1),new n("ssz",-1,-1),new n("zz",-1,-1)],_=[new n("al",-1,1),new n("el",-1,2)],v=[new n("ba",-1,-1),new n("ra",-1,-1),new n("be",-1,-1),new n("re",-1,-1),new n("ig",-1,-1),new n("nak",-1,-1),new n("nek",-1,-1),new n("val",-1,-1),new n("vel",-1,-1),new n("ul",-1,-1),new n("nál",-1,-1),new n("nél",-1,-1),new n("ból",-1,-1),new n("ról",-1,-1),new n("tól",-1,-1),new n("bõl",-1,-1),new n("rõl",-1,-1),new n("tõl",-1,-1),new n("ül",-1,-1),new n("n",-1,-1),new n("an",19,-1),new n("ban",20,-1),new n("en",19,-1),new n("ben",22,-1),new n("képpen",22,-1),new n("on",19,-1),new n("ön",19,-1),new n("képp",-1,-1),new n("kor",-1,-1),new n("t",-1,-1),new n("at",29,-1),new n("et",29,-1),new n("ként",29,-1),new n("anként",32,-1),new n("enként",32,-1),new n("onként",32,-1),new n("ot",29,-1),new n("ért",29,-1),new n("öt",29,-1),new n("hez",-1,-1),new n("hoz",-1,-1),new n("höz",-1,-1),new n("vá",-1,-1),new n("vé",-1,-1)],z=[new n("án",-1,2),new n("én",-1,1),new n("ánként",-1,3)],y=[new n("stul",-1,2),new n("astul",0,1),new n("ástul",0,3),new n("stül",-1,2),new n("estül",3,1),new n("éstül",3,4)],j=[new n("á",-1,1),new n("é",-1,2)],C=[new n("k",-1,7),new n("ak",0,4),new n("ek",0,6),new n("ok",0,5),new n("ák",0,1),new n("ék",0,2),new n("ök",0,3)],P=[new n("éi",-1,7),new n("áéi",0,6),new n("ééi",0,5),new n("é",-1,9),new n("ké",3,4),new n("aké",4,1),new n("eké",4,1),new n("oké",4,1),new n("áké",4,3),new n("éké",4,2),new n("öké",4,1),new n("éé",3,8)],F=[new n("a",-1,18),new n("ja",0,17),new n("d",-1,16),new n("ad",2,13),new n("ed",2,13),new n("od",2,13),new n("ád",2,14),new n("éd",2,15),new n("öd",2,13),new n("e",-1,18),new n("je",9,17),new n("nk",-1,4),new n("unk",11,1),new n("ánk",11,2),new n("énk",11,3),new n("ünk",11,1),new n("uk",-1,8),new n("juk",16,7),new n("ájuk",17,5),new n("ük",-1,8),new n("jük",19,7),new n("éjük",20,6),new n("m",-1,12),new n("am",22,9),new n("em",22,9),new n("om",22,9),new n("ám",22,10),new n("ém",22,11),new n("o",-1,18),new n("á",-1,19),new n("é",-1,20)],S=[new n("id",-1,10),new n("aid",0,9),new n("jaid",1,6),new n("eid",0,9),new n("jeid",3,6),new n("áid",0,7),new n("éid",0,8),new n("i",-1,15),new n("ai",7,14),new n("jai",8,11),new n("ei",7,14),new n("jei",10,11),new n("ái",7,12),new n("éi",7,13),new n("itek",-1,24),new n("eitek",14,21),new n("jeitek",15,20),new n("éitek",14,23),new n("ik",-1,29),new n("aik",18,26),new n("jaik",19,25),new n("eik",18,26),new n("jeik",21,25),new n("áik",18,27),new n("éik",18,28),new n("ink",-1,20),new n("aink",25,17),new n("jaink",26,16),new n("eink",25,17),new n("jeink",28,16),new n("áink",25,18),new n("éink",25,19),new n("aitok",-1,21),new n("jaitok",32,20),new n("áitok",-1,22),new n("im",-1,5),new n("aim",35,4),new n("jaim",36,1),new n("eim",35,4),new n("jeim",38,1),new n("áim",35,2),new n("éim",35,3)],W=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,1,17,52,14],L=new r;this.setCurrent=function(e){L.setCurrent(e)},this.getCurrent=function(){return L.getCurrent()},this.stem=function(){var n=L.cursor;return e(),L.limit_backward=n,L.cursor=L.limit,c(),L.cursor=L.limit,o(),L.cursor=L.limit,w(),L.cursor=L.limit,l(),L.cursor=L.limit,u(),L.cursor=L.limit,k(),L.cursor=L.limit,f(),L.cursor=L.limit,b(),L.cursor=L.limit,m(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.hu.stemmer,"stemmer-hu"),e.hu.stopWordFilter=e.generateStopWordFilter("a abban ahhoz ahogy ahol aki akik akkor alatt amely amelyek amelyekben amelyeket amelyet amelynek ami amikor amit amolyan amíg annak arra arról az azok azon azonban azt aztán azután azzal azért be belül benne bár cikk cikkek cikkeket csak de e ebben eddig egy egyes egyetlen egyik egyre egyéb egész ehhez ekkor el ellen elsõ elég elõ elõször elõtt emilyen ennek erre ez ezek ezen ezt ezzel ezért fel felé hanem hiszen hogy hogyan igen ill ill. illetve ilyen ilyenkor ismét ison itt jobban jó jól kell kellett keressünk keresztül ki kívül között közül legalább legyen lehet lehetett lenne lenni lesz lett maga magát majd majd meg mellett mely melyek mert mi mikor milyen minden mindenki mindent mindig mint mintha mit mivel miért most már más másik még míg nagy nagyobb nagyon ne nekem neki nem nincs néha néhány nélkül olyan ott pedig persze rá s saját sem semmi sok sokat sokkal szemben szerint szinte számára talán tehát teljes tovább továbbá több ugyanis utolsó után utána vagy vagyis vagyok valaki valami valamint való van vannak vele vissza viszont volna volt voltak voltam voltunk által általában át én éppen és így õ õk õket össze úgy új újabb újra".split(" ")),e.Pipeline.registerFunction(e.hu.stopWordFilter,"stopWordFilter-hu")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.hy.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.hy.min.js
new file mode 100644
index 00000000..b37f7929
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.hy.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.hy=function(){this.pipeline.reset(),this.pipeline.add(e.hy.trimmer,e.hy.stopWordFilter)},e.hy.wordCharacters="[A-Za-z԰-֏ff-ﭏ]",e.hy.trimmer=e.trimmerSupport.generateTrimmer(e.hy.wordCharacters),e.Pipeline.registerFunction(e.hy.trimmer,"trimmer-hy"),e.hy.stopWordFilter=e.generateStopWordFilter("դու և եք էիր էիք հետո նաև նրանք որը վրա է որ պիտի են այս մեջ ն իր ու ի այդ որոնք այն կամ էր մի ես համար այլ իսկ էին ենք հետ ին թ էինք մենք նրա նա դուք եմ էի ըստ որպես ում".split(" ")),e.Pipeline.registerFunction(e.hy.stopWordFilter,"stopWordFilter-hy"),e.hy.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.hy.stemmer,"stemmer-hy")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.it.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.it.min.js
new file mode 100644
index 00000000..344b6a3c
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.it.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Italian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.it=function(){this.pipeline.reset(),this.pipeline.add(e.it.trimmer,e.it.stopWordFilter,e.it.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.it.stemmer))},e.it.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.it.trimmer=e.trimmerSupport.generateTrimmer(e.it.wordCharacters),e.Pipeline.registerFunction(e.it.trimmer,"trimmer-it"),e.it.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(e,r,n){return!(!x.eq_s(1,e)||(x.ket=x.cursor,!x.in_grouping(L,97,249)))&&(x.slice_from(r),x.cursor=n,!0)}function i(){for(var r,n,i,o,t=x.cursor;;){if(x.bra=x.cursor,r=x.find_among(h,7))switch(x.ket=x.cursor,r){case 1:x.slice_from("à");continue;case 2:x.slice_from("è");continue;case 3:x.slice_from("ì");continue;case 4:x.slice_from("ò");continue;case 5:x.slice_from("ù");continue;case 6:x.slice_from("qU");continue;case 7:if(x.cursor>=x.limit)break;x.cursor++;continue}break}for(x.cursor=t;;)for(n=x.cursor;;){if(i=x.cursor,x.in_grouping(L,97,249)){if(x.bra=x.cursor,o=x.cursor,e("u","U",i))break;if(x.cursor=o,e("i","I",i))break}if(x.cursor=i,x.cursor>=x.limit)return void(x.cursor=n);x.cursor++}}function o(e){if(x.cursor=e,!x.in_grouping(L,97,249))return!1;for(;!x.out_grouping(L,97,249);){if(x.cursor>=x.limit)return!1;x.cursor++}return!0}function t(){if(x.in_grouping(L,97,249)){var e=x.cursor;if(x.out_grouping(L,97,249)){for(;!x.in_grouping(L,97,249);){if(x.cursor>=x.limit)return o(e);x.cursor++}return!0}return o(e)}return!1}function s(){var e,r=x.cursor;if(!t()){if(x.cursor=r,!x.out_grouping(L,97,249))return;if(e=x.cursor,x.out_grouping(L,97,249)){for(;!x.in_grouping(L,97,249);){if(x.cursor>=x.limit)return x.cursor=e,void(x.in_grouping(L,97,249)&&x.cursor<x.limit&&x.cursor++);x.cursor++}return void(k=x.cursor)}if(x.cursor=e,!x.in_grouping(L,97,249)||x.cursor>=x.limit)return;x.cursor++}k=x.cursor}function a(){for(;!x.in_grouping(L,97,249);){if(x.cursor>=x.limit)return!1;x.cursor++}for(;!x.out_grouping(L,97,249);){if(x.cursor>=x.limit)return!1;x.cursor++}return!0}function u(){var e=x.cursor;k=x.limit,p=k,g=k,s(),x.cursor=e,a()&&(p=x.cursor,a()&&(g=x.cursor))}function c(){for(var e;;){if(x.bra=x.cursor,!(e=x.find_among(q,3)))break;switch(x.ket=x.cursor,e){case 1:x.slice_from("i");break;case 2:x.slice_from("u");break;case 3:if(x.cursor>=x.limit)return;x.cursor++}}}function w(){return k<=x.cursor}function l(){return p<=x.cursor}function m(){return g<=x.cursor}function f(){var e;if(x.ket=x.cursor,x.find_among_b(C,37)&&(x.bra=x.cursor,(e=x.find_among_b(z,5))&&w()))switch(e){case 1:x.slice_del();break;case 2:x.slice_from("e")}}function v(){var e;if(x.ket=x.cursor,!(e=x.find_among_b(S,51)))return!1;switch(x.bra=x.cursor,e){case 1:if(!m())return!1;x.slice_del();break;case 2:if(!m())return!1;x.slice_del(),x.ket=x.cursor,x.eq_s_b(2,"ic")&&(x.bra=x.cursor,m()&&x.slice_del());break;case 3:if(!m())return!1;x.slice_from("log");break;case 4:if(!m())return!1;x.slice_from("u");break;case 5:if(!m())return!1;x.slice_from("ente");break;case 6:if(!w())return!1;x.slice_del();break;case 7:if(!l())return!1;x.slice_del(),x.ket=x.cursor,e=x.find_among_b(P,4),e&&(x.bra=x.cursor,m()&&(x.slice_del(),1==e&&(x.ket=x.cursor,x.eq_s_b(2,"at")&&(x.bra=x.cursor,m()&&x.slice_del()))));break;case 8:if(!m())return!1;x.slice_del(),x.ket=x.cursor,e=x.find_among_b(F,3),e&&(x.bra=x.cursor,1==e&&m()&&x.slice_del());break;case 9:if(!m())return!1;x.slice_del(),x.ket=x.cursor,x.eq_s_b(2,"at")&&(x.bra=x.cursor,m()&&(x.slice_del(),x.ket=x.cursor,x.eq_s_b(2,"ic")&&(x.bra=x.cursor,m()&&x.slice_del())))}return!0}function b(){var e,r;x.cursor>=k&&(r=x.limit_backward,x.limit_backward=k,x.ket=x.cursor,e=x.find_among_b(W,87),e&&(x.bra=x.cursor,1==e&&x.slice_del()),x.limit_backward=r)}function d(){var e=x.limit-x.cursor;if(x.ket=x.cursor,x.in_grouping_b(y,97,242)&&(x.bra=x.cursor,w()&&(x.slice_del(),x.ket=x.cursor,x.eq_s_b(1,"i")&&(x.bra=x.cursor,w()))))return void x.slice_del();x.cursor=x.limit-e}function _(){d(),x.ket=x.cursor,x.eq_s_b(1,"h")&&(x.bra=x.cursor,x.in_grouping_b(U,99,103)&&w()&&x.slice_del())}var g,p,k,h=[new r("",-1,7),new r("qu",0,6),new r("á",0,1),new r("é",0,2),new r("í",0,3),new r("ó",0,4),new r("ú",0,5)],q=[new r("",-1,3),new r("I",0,1),new r("U",0,2)],C=[new r("la",-1,-1),new r("cela",0,-1),new r("gliela",0,-1),new r("mela",0,-1),new r("tela",0,-1),new r("vela",0,-1),new r("le",-1,-1),new r("cele",6,-1),new r("gliele",6,-1),new r("mele",6,-1),new r("tele",6,-1),new r("vele",6,-1),new r("ne",-1,-1),new r("cene",12,-1),new r("gliene",12,-1),new r("mene",12,-1),new r("sene",12,-1),new r("tene",12,-1),new r("vene",12,-1),new r("ci",-1,-1),new r("li",-1,-1),new r("celi",20,-1),new r("glieli",20,-1),new r("meli",20,-1),new r("teli",20,-1),new r("veli",20,-1),new r("gli",20,-1),new r("mi",-1,-1),new r("si",-1,-1),new r("ti",-1,-1),new r("vi",-1,-1),new r("lo",-1,-1),new r("celo",31,-1),new r("glielo",31,-1),new r("melo",31,-1),new r("telo",31,-1),new r("velo",31,-1)],z=[new r("ando",-1,1),new r("endo",-1,1),new r("ar",-1,2),new r("er",-1,2),new r("ir",-1,2)],P=[new r("ic",-1,-1),new r("abil",-1,-1),new r("os",-1,-1),new r("iv",-1,1)],F=[new r("ic",-1,1),new r("abil",-1,1),new r("iv",-1,1)],S=[new r("ica",-1,1),new r("logia",-1,3),new r("osa",-1,1),new r("ista",-1,1),new r("iva",-1,9),new r("anza",-1,1),new r("enza",-1,5),new r("ice",-1,1),new r("atrice",7,1),new r("iche",-1,1),new r("logie",-1,3),new r("abile",-1,1),new r("ibile",-1,1),new r("usione",-1,4),new r("azione",-1,2),new r("uzione",-1,4),new r("atore",-1,2),new r("ose",-1,1),new r("ante",-1,1),new r("mente",-1,1),new r("amente",19,7),new r("iste",-1,1),new r("ive",-1,9),new r("anze",-1,1),new r("enze",-1,5),new r("ici",-1,1),new r("atrici",25,1),new r("ichi",-1,1),new r("abili",-1,1),new r("ibili",-1,1),new r("ismi",-1,1),new r("usioni",-1,4),new r("azioni",-1,2),new r("uzioni",-1,4),new r("atori",-1,2),new r("osi",-1,1),new r("anti",-1,1),new r("amenti",-1,6),new r("imenti",-1,6),new r("isti",-1,1),new r("ivi",-1,9),new r("ico",-1,1),new r("ismo",-1,1),new r("oso",-1,1),new r("amento",-1,6),new r("imento",-1,6),new r("ivo",-1,9),new r("ità",-1,8),new r("istà",-1,1),new r("istè",-1,1),new r("istì",-1,1)],W=[new r("isca",-1,1),new r("enda",-1,1),new r("ata",-1,1),new r("ita",-1,1),new r("uta",-1,1),new r("ava",-1,1),new r("eva",-1,1),new r("iva",-1,1),new r("erebbe",-1,1),new r("irebbe",-1,1),new r("isce",-1,1),new r("ende",-1,1),new r("are",-1,1),new r("ere",-1,1),new r("ire",-1,1),new r("asse",-1,1),new r("ate",-1,1),new r("avate",16,1),new r("evate",16,1),new r("ivate",16,1),new r("ete",-1,1),new r("erete",20,1),new r("irete",20,1),new r("ite",-1,1),new r("ereste",-1,1),new r("ireste",-1,1),new r("ute",-1,1),new r("erai",-1,1),new r("irai",-1,1),new r("isci",-1,1),new r("endi",-1,1),new r("erei",-1,1),new r("irei",-1,1),new r("assi",-1,1),new r("ati",-1,1),new r("iti",-1,1),new r("eresti",-1,1),new r("iresti",-1,1),new r("uti",-1,1),new r("avi",-1,1),new r("evi",-1,1),new r("ivi",-1,1),new r("isco",-1,1),new r("ando",-1,1),new r("endo",-1,1),new r("Yamo",-1,1),new r("iamo",-1,1),new r("avamo",-1,1),new r("evamo",-1,1),new r("ivamo",-1,1),new r("eremo",-1,1),new r("iremo",-1,1),new r("assimo",-1,1),new r("ammo",-1,1),new r("emmo",-1,1),new r("eremmo",54,1),new r("iremmo",54,1),new r("immo",-1,1),new r("ano",-1,1),new r("iscano",58,1),new r("avano",58,1),new r("evano",58,1),new r("ivano",58,1),new r("eranno",-1,1),new r("iranno",-1,1),new r("ono",-1,1),new r("iscono",65,1),new r("arono",65,1),new r("erono",65,1),new r("irono",65,1),new r("erebbero",-1,1),new r("irebbero",-1,1),new r("assero",-1,1),new r("essero",-1,1),new r("issero",-1,1),new r("ato",-1,1),new r("ito",-1,1),new r("uto",-1,1),new r("avo",-1,1),new r("evo",-1,1),new r("ivo",-1,1),new r("ar",-1,1),new r("ir",-1,1),new r("erà",-1,1),new r("irà",-1,1),new r("erò",-1,1),new r("irò",-1,1)],L=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,128,128,8,2,1],y=[17,65,0,0,0,0,0,0,0,0,0,0,0,0,0,128,128,8,2],U=[17],x=new n;this.setCurrent=function(e){x.setCurrent(e)},this.getCurrent=function(){return x.getCurrent()},this.stem=function(){var e=x.cursor;return i(),x.cursor=e,u(),x.limit_backward=e,x.cursor=x.limit,f(),x.cursor=x.limit,v()||(x.cursor=x.limit,b()),x.cursor=x.limit,_(),x.cursor=x.limit_backward,c(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.it.stemmer,"stemmer-it"),e.it.stopWordFilter=e.generateStopWordFilter("a abbia abbiamo abbiano abbiate ad agl agli ai al all alla alle allo anche avemmo avendo avesse avessero avessi avessimo aveste avesti avete aveva avevamo avevano avevate avevi avevo avrai avranno avrebbe avrebbero avrei avremmo avremo avreste avresti avrete avrà avrò avuta avute avuti avuto c che chi ci coi col come con contro cui da dagl dagli dai dal dall dalla dalle dallo degl degli dei del dell della delle dello di dov dove e ebbe ebbero ebbi ed era erano eravamo eravate eri ero essendo faccia facciamo facciano facciate faccio facemmo facendo facesse facessero facessi facessimo faceste facesti faceva facevamo facevano facevate facevi facevo fai fanno farai faranno farebbe farebbero farei faremmo faremo fareste faresti farete farà farò fece fecero feci fosse fossero fossi fossimo foste fosti fu fui fummo furono gli ha hai hanno ho i il in io l la le lei li lo loro lui ma mi mia mie miei mio ne negl negli nei nel nell nella nelle nello noi non nostra nostre nostri nostro o per perché più quale quanta quante quanti quanto quella quelle quelli quello questa queste questi questo sarai saranno sarebbe sarebbero sarei saremmo saremo sareste saresti sarete sarà sarò se sei si sia siamo siano siate siete sono sta stai stando stanno starai staranno starebbe starebbero starei staremmo staremo stareste staresti starete starà starò stava stavamo stavano stavate stavi stavo stemmo stesse stessero stessi stessimo steste stesti stette stettero stetti stia stiamo stiano stiate sto su sua sue sugl sugli sui sul sull sulla sulle sullo suo suoi ti tra tu tua tue tuo tuoi tutti tutto un una uno vi voi vostra vostre vostri vostro è".split(" ")),e.Pipeline.registerFunction(e.it.stopWordFilter,"stopWordFilter-it")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.ja.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.ja.min.js
new file mode 100644
index 00000000..5f254ebe
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.ja.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.ja=function(){this.pipeline.reset(),this.pipeline.add(e.ja.trimmer,e.ja.stopWordFilter,e.ja.stemmer),r?this.tokenizer=e.ja.tokenizer:(e.tokenizer&&(e.tokenizer=e.ja.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.ja.tokenizer))};var t=new e.TinySegmenter;e.ja.tokenizer=function(i){var n,o,s,p,a,u,m,l,c,f;if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t.toLowerCase()):t.toLowerCase()});for(o=i.toString().toLowerCase().replace(/^\s+/,""),n=o.length-1;n>=0;n--)if(/\S/.test(o.charAt(n))){o=o.substring(0,n+1);break}for(a=[],s=o.length,c=0,l=0;c<=s;c++)if(u=o.charAt(c),m=c-l,u.match(/\s/)||c==s){if(m>0)for(p=t.segment(o.slice(l,c)).filter(function(e){return!!e}),f=l,n=0;n<p.length;n++)r?a.push(new e.Token(p[n],{position:[f,p[n].length],index:a.length})):a.push(p[n]),f+=p[n].length;l=c+1}return a},e.ja.stemmer=function(){return function(e){return e}}(),e.Pipeline.registerFunction(e.ja.stemmer,"stemmer-ja"),e.ja.wordCharacters="一二三四五六七八九十百千万億兆一-龠々〆ヵヶぁ-んァ-ヴーｱ-ﾝﾞa-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ja.trimmer=e.trimmerSupport.generateTrimmer(e.ja.wordCharacters),e.Pipeline.registerFunction(e.ja.trimmer,"trimmer-ja"),e.ja.stopWordFilter=e.generateStopWordFilter("これ それ あれ この その あの ここ そこ あそこ こちら どこ だれ なに なん 何 私 貴方 貴方方 我々 私達 あの人 あのかた 彼女 彼 です あります おります います は が の に を で え から まで より も どの と し それで しかし".split(" ")),e.Pipeline.registerFunction(e.ja.stopWordFilter,"stopWordFilter-ja"),e.jp=e.ja,e.Pipeline.registerFunction(e.jp.stemmer,"stemmer-jp"),e.Pipeline.registerFunction(e.jp.trimmer,"trimmer-jp"),e.Pipeline.registerFunction(e.jp.stopWordFilter,"stopWordFilter-jp")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.jp.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.jp.min.js
new file mode 100644
index 00000000..c055ebaf
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.jp.min.js
@@ -0,0 +1 @@
+module.exports=require("./lunr.ja");
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.kn.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.kn.min.js
new file mode 100644
index 00000000..1cef9bef
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.kn.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.kn=function(){this.pipeline.reset(),this.pipeline.add(e.kn.trimmer,e.kn.stopWordFilter,e.kn.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.kn.stemmer))},e.kn.wordCharacters="ಀ-಄ಅ-ಔಕ-ಹಾ-ೌ಼-ಽೕ-ೖೝ-ೞೠ-ೡೢ-ೣ೤೥೦-೯ೱ-ೳ",e.kn.trimmer=e.trimmerSupport.generateTrimmer(e.kn.wordCharacters),e.Pipeline.registerFunction(e.kn.trimmer,"trimmer-kn"),e.kn.stopWordFilter=e.generateStopWordFilter("ಮತ್ತು ಈ ಒಂದು ರಲ್ಲಿ ಹಾಗೂ ಎಂದು ಅಥವಾ ಇದು ರ ಅವರು ಎಂಬ ಮೇಲೆ ಅವರ ತನ್ನ ಆದರೆ ತಮ್ಮ ನಂತರ ಮೂಲಕ ಹೆಚ್ಚು ನ ಆ ಕೆಲವು ಅನೇಕ ಎರಡು ಹಾಗು ಪ್ರಮುಖ ಇದನ್ನು ಇದರ ಸುಮಾರು ಅದರ ಅದು ಮೊದಲ ಬಗ್ಗೆ ನಲ್ಲಿ ರಂದು ಇತರ ಅತ್ಯಂತ ಹೆಚ್ಚಿನ ಸಹ ಸಾಮಾನ್ಯವಾಗಿ ನೇ ಹಲವಾರು ಹೊಸ ದಿ ಕಡಿಮೆ ಯಾವುದೇ ಹೊಂದಿದೆ ದೊಡ್ಡ ಅನ್ನು ಇವರು ಪ್ರಕಾರ ಇದೆ ಮಾತ್ರ ಕೂಡ ಇಲ್ಲಿ ಎಲ್ಲಾ ವಿವಿಧ ಅದನ್ನು ಹಲವು ರಿಂದ ಕೇವಲ ದ ದಕ್ಷಿಣ ಗೆ ಅವನ ಅತಿ ನೆಯ ಬಹಳ ಕೆಲಸ ಎಲ್ಲ ಪ್ರತಿ ಇತ್ಯಾದಿ ಇವು ಬೇರೆ ಹೀಗೆ ನಡುವೆ ಇದಕ್ಕೆ ಎಸ್ ಇವರ ಮೊದಲು ಶ್ರೀ ಮಾಡುವ ಇದರಲ್ಲಿ ರೀತಿಯ ಮಾಡಿದ ಕಾಲ ಅಲ್ಲಿ ಮಾಡಲು ಅದೇ ಈಗ ಅವು ಗಳು ಎ ಎಂಬುದು ಅವನು ಅಂದರೆ ಅವರಿಗೆ ಇರುವ ವಿಶೇಷ ಮುಂದೆ ಅವುಗಳ ಮುಂತಾದ ಮೂಲ ಬಿ ಮೀ ಒಂದೇ ಇನ್ನೂ ಹೆಚ್ಚಾಗಿ ಮಾಡಿ ಅವರನ್ನು ಇದೇ ಯ ರೀತಿಯಲ್ಲಿ ಜೊತೆ ಅದರಲ್ಲಿ ಮಾಡಿದರು ನಡೆದ ಆಗ ಮತ್ತೆ ಪೂರ್ವ ಆತ ಬಂದ ಯಾವ ಒಟ್ಟು ಇತರೆ ಹಿಂದೆ ಪ್ರಮಾಣದ ಗಳನ್ನು ಕುರಿತು ಯು ಆದ್ದರಿಂದ ಅಲ್ಲದೆ ನಗರದ ಮೇಲಿನ ಏಕೆಂದರೆ ರಷ್ಟು ಎಂಬುದನ್ನು ಬಾರಿ ಎಂದರೆ ಹಿಂದಿನ ಆದರೂ ಆದ ಸಂಬಂಧಿಸಿದ ಮತ್ತೊಂದು ಸಿ ಆತನ ".split(" ")),e.kn.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.kn.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var n=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(n).split("|")},e.Pipeline.registerFunction(e.kn.stemmer,"stemmer-kn"),e.Pipeline.registerFunction(e.kn.stopWordFilter,"stopWordFilter-kn")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.ko.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.ko.min.js
new file mode 100644
index 00000000..eaf9dabf
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.ko.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ko=function(){this.pipeline.reset(),this.pipeline.add(e.ko.trimmer,e.ko.stopWordFilter)},e.ko.wordCharacters="[A-Za-z가-힣]",e.ko.trimmer=e.trimmerSupport.generateTrimmer(e.ko.wordCharacters),e.Pipeline.registerFunction(e.ko.trimmer,"trimmer-ko"),e.ko.stopWordFilter=e.generateStopWordFilter("아 휴 아이구 아이쿠 아이고 어 나 우리 저희 따라 의해 을 를 에 의 가 으로 로 에게 뿐이다 의거하여 근거하여 입각하여 기준으로 예하면 예를 들면 예를 들자면 저 소인 소생 저희 지말고 하지마 하지마라 다른 물론 또한 그리고 비길수 없다 해서는 안된다 뿐만 아니라 만이 아니다 만은 아니다 막론하고 관계없이 그치지 않다 그러나 그런데 하지만 든간에 논하지 않다 따지지 않다 설사 비록 더라도 아니면 만 못하다 하는 편이 낫다 불문하고 향하여 향해서 향하다 쪽으로 틈타 이용하여 타다 오르다 제외하고 이 외에 이 밖에 하여야 비로소 한다면 몰라도 외에도 이곳 여기 부터 기점으로 따라서 할 생각이다 하려고하다 이리하여 그리하여 그렇게 함으로써 하지만 일때 할때 앞에서 중에서 보는데서 으로써 로써 까지 해야한다 일것이다 반드시 할줄알다 할수있다 할수있어 임에 틀림없다 한다면 등 등등 제 겨우 단지 다만 할뿐 딩동 댕그 대해서 대하여 대하면 훨씬 얼마나 얼마만큼 얼마큼 남짓 여 얼마간 약간 다소 좀 조금 다수 몇 얼마 지만 하물며 또한 그러나 그렇지만 하지만 이외에도 대해 말하자면 뿐이다 다음에 반대로 반대로 말하자면 이와 반대로 바꾸어서 말하면 바꾸어서 한다면 만약 그렇지않으면 까악 툭 딱 삐걱거리다 보드득 비걱거리다 꽈당 응당 해야한다 에 가서 각 각각 여러분 각종 각자 제각기 하도록하다 와 과 그러므로 그래서 고로 한 까닭에 하기 때문에 거니와 이지만 대하여 관하여 관한 과연 실로 아니나다를가 생각한대로 진짜로 한적이있다 하곤하였다 하 하하 허허 아하 거바 와 오 왜 어째서 무엇때문에 어찌 하겠는가 무슨 어디 어느곳 더군다나 하물며 더욱이는 어느때 언제 야 이봐 어이 여보시오 흐흐 흥 휴 헉헉 헐떡헐떡 영차 여차 어기여차 끙끙 아야 앗 아야 콸콸 졸졸 좍좍 뚝뚝 주룩주룩 솨 우르르 그래도 또 그리고 바꾸어말하면 바꾸어말하자면 혹은 혹시 답다 및 그에 따르는 때가 되어 즉 지든지 설령 가령 하더라도 할지라도 일지라도 지든지 몇 거의 하마터면 인젠 이젠 된바에야 된이상 만큼\t어찌됏든 그위에 게다가 점에서 보아 비추어 보아 고려하면 하게될것이다 일것이다 비교적 좀 보다더 비하면 시키다 하게하다 할만하다 의해서 연이서 이어서 잇따라 뒤따라 뒤이어 결국 의지하여 기대여 통하여 자마자 더욱더 불구하고 얼마든지 마음대로 주저하지 않고 곧 즉시 바로 당장 하자마자 밖에 안된다 하면된다 그래 그렇지 요컨대 다시 말하자면 바꿔 말하면 즉 구체적으로 말하자면 시작하여 시초에 이상 허 헉 허걱 바와같이 해도좋다 해도된다 게다가 더구나 하물며 와르르 팍 퍽 펄렁 동안 이래 하고있었다 이었다 에서 로부터 까지 예하면 했어요 해요 함께 같이 더불어 마저 마저도 양자 모두 습니다 가까스로 하려고하다 즈음하여 다른 다른 방면으로 해봐요 습니까 했어요 말할것도 없고 무릎쓰고 개의치않고 하는것만 못하다 하는것이 낫다 매 매번 들 모 어느것 어느 로써 갖고말하자면 어디 어느쪽 어느것 어느해 어느 년도 라 해도 언젠가 어떤것 어느것 저기 저쪽 저것 그때 그럼 그러면 요만한걸 그래 그때 저것만큼 그저 이르기까지 할 줄 안다 할 힘이 있다 너 너희 당신 어찌 설마 차라리 할지언정 할지라도 할망정 할지언정 구토하다 게우다 토하다 메쓰겁다 옆사람 퉤 쳇 의거하여 근거하여 의해 따라 힘입어 그 다음 버금 두번째로 기타 첫번째로 나머지는 그중에서 견지에서 형식으로 쓰여 입장에서 위해서 단지 의해되다 하도록시키다 뿐만아니라 반대로 전후 전자 앞의것 잠시 잠깐 하면서 그렇지만 다음에 그러한즉 그런즉 남들 아무거나 어찌하든지 같다 비슷하다 예컨대 이럴정도로 어떻게 만약 만일 위에서 서술한바와같이 인 듯하다 하지 않는다면 만약에 무엇 무슨 어느 어떤 아래윗 조차 한데 그럼에도 불구하고 여전히 심지어 까지도 조차도 하지 않도록 않기 위하여 때 시각 무렵 시간 동안 어때 어떠한 하여금 네 예 우선 누구 누가 알겠는가 아무도 줄은모른다 줄은 몰랏다 하는 김에 겸사겸사 하는바 그런 까닭에 한 이유는 그러니 그러니까 때문에 그 너희 그들 너희들 타인 것 것들 너 위하여 공동으로 동시에 하기 위하여 어찌하여 무엇때문에 붕붕 윙윙 나 우리 엉엉 휘익 윙윙 오호 아하 어쨋든 만 못하다\t하기보다는 차라리 하는 편이 낫다 흐흐 놀라다 상대적으로 말하자면 마치 아니라면 쉿 그렇지 않으면 그렇지 않다면 안 그러면 아니었다면 하든지 아니면 이라면 좋아 알았어 하는것도 그만이다 어쩔수 없다 하나 일 일반적으로 일단 한켠으로는 오자마자 이렇게되면 이와같다면 전부 한마디 한항목 근거로 하기에 아울러 하지 않도록 않기 위해서 이르기까지 이 되다 로 인하여 까닭으로 이유만으로 이로 인하여 그래서 이 때문에 그러므로 그런 까닭에 알 수 있다 결론을 낼 수 있다 으로 인하여 있다 어떤것 관계가 있다 관련이 있다 연관되다 어떤것들 에 대해 이리하여 그리하여 여부 하기보다는 하느니 하면 할수록 운운 이러이러하다 하구나 하도다 다시말하면 다음으로 에 있다 에 달려 있다 우리 우리들 오히려 하기는한데 어떻게 어떻해 어찌됏어 어때 어째서 본대로 자 이 이쪽 여기 이것 이번 이렇게말하자면 이런 이러한 이와 같은 요만큼 요만한 것 얼마 안 되는 것 이만큼 이 정도의 이렇게 많은 것 이와 같다 이때 이렇구나 것과 같이 끼익 삐걱 따위 와 같은 사람들 부류의 사람들 왜냐하면 중의하나 오직 오로지 에 한하다 하기만 하면 도착하다 까지 미치다 도달하다 정도에 이르다 할 지경이다 결과에 이르다 관해서는 여러분 하고 있다 한 후 혼자 자기 자기집 자신 우에 종합한것과같이 총적으로 보면 총적으로 말하면 총적으로 대로 하다 으로서 참 그만이다 할 따름이다 쿵 탕탕 쾅쾅 둥둥 봐 봐라 아이야 아니 와아 응 아이 참나 년 월 일 령 영 일 이 삼 사 오 육 륙 칠 팔 구 이천육 이천칠 이천팔 이천구 하나 둘 셋 넷 다섯 여섯 일곱 여덟 아홉 령 영".split(" ")),e.Pipeline.registerFunction(e.ko.stopWordFilter,"stopWordFilter-ko"),e.ko.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}(),e.Pipeline.registerFunction(e.ko.stemmer,"stemmer-ko")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.multi.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.multi.min.js
new file mode 100644
index 00000000..7debad09
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.multi.min.js
@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){e.multiLanguage=function(){for(var t=Array.prototype.slice.call(arguments),i=t.join("-"),r="",n=[],s=[],p=0;p<t.length;++p)"en"==t[p]?(r+="\\w",n.unshift(e.stopWordFilter),n.push(e.stemmer),s.push(e.stemmer)):(r+=e[t[p]].wordCharacters,e[t[p]].stopWordFilter&&n.unshift(e[t[p]].stopWordFilter),e[t[p]].stemmer&&(n.push(e[t[p]].stemmer),s.push(e[t[p]].stemmer)));var o=e.trimmerSupport.generateTrimmer(r);return e.Pipeline.registerFunction(o,"lunr-multi-trimmer-"+i),n.unshift(o),function(){this.pipeline.reset(),this.pipeline.add.apply(this.pipeline,n),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add.apply(this.searchPipeline,s))}}}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.nl.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.nl.min.js
new file mode 100644
index 00000000..c4a25359
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.nl.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Dutch` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(r,e){"function"==typeof define&&define.amd?define(e):"object"==typeof exports?module.exports=e():e()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.nl=function(){this.pipeline.reset(),this.pipeline.add(r.nl.trimmer,r.nl.stopWordFilter,r.nl.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.nl.stemmer))},r.nl.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.nl.trimmer=r.trimmerSupport.generateTrimmer(r.nl.wordCharacters),r.Pipeline.registerFunction(r.nl.trimmer,"trimmer-nl"),r.nl.stemmer=function(){var e=r.stemmerSupport.Among,i=r.stemmerSupport.SnowballProgram,n=new function(){function r(){for(var r,e,i,o=C.cursor;;){if(C.bra=C.cursor,r=C.find_among(b,11))switch(C.ket=C.cursor,r){case 1:C.slice_from("a");continue;case 2:C.slice_from("e");continue;case 3:C.slice_from("i");continue;case 4:C.slice_from("o");continue;case 5:C.slice_from("u");continue;case 6:if(C.cursor>=C.limit)break;C.cursor++;continue}break}for(C.cursor=o,C.bra=o,C.eq_s(1,"y")?(C.ket=C.cursor,C.slice_from("Y")):C.cursor=o;;)if(e=C.cursor,C.in_grouping(q,97,232)){if(i=C.cursor,C.bra=i,C.eq_s(1,"i"))C.ket=C.cursor,C.in_grouping(q,97,232)&&(C.slice_from("I"),C.cursor=e);else if(C.cursor=i,C.eq_s(1,"y"))C.ket=C.cursor,C.slice_from("Y"),C.cursor=e;else if(n(e))break}else if(n(e))break}function n(r){return C.cursor=r,r>=C.limit||(C.cursor++,!1)}function o(){_=C.limit,d=_,t()||(_=C.cursor,_<3&&(_=3),t()||(d=C.cursor))}function t(){for(;!C.in_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}for(;!C.out_grouping(q,97,232);){if(C.cursor>=C.limit)return!0;C.cursor++}return!1}function s(){for(var r;;)if(C.bra=C.cursor,r=C.find_among(p,3))switch(C.ket=C.cursor,r){case 1:C.slice_from("y");break;case 2:C.slice_from("i");break;case 3:if(C.cursor>=C.limit)return;C.cursor++}}function u(){return _<=C.cursor}function c(){return d<=C.cursor}function a(){var r=C.limit-C.cursor;C.find_among_b(g,3)&&(C.cursor=C.limit-r,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del()))}function l(){var r;w=!1,C.ket=C.cursor,C.eq_s_b(1,"e")&&(C.bra=C.cursor,u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.slice_del(),w=!0,a())))}function m(){var r;u()&&(r=C.limit-C.cursor,C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-r,C.eq_s_b(3,"gem")||(C.cursor=C.limit-r,C.slice_del(),a())))}function f(){var r,e,i,n,o,t,s=C.limit-C.cursor;if(C.ket=C.cursor,r=C.find_among_b(h,5))switch(C.bra=C.cursor,r){case 1:u()&&C.slice_from("heid");break;case 2:m();break;case 3:u()&&C.out_grouping_b(j,97,232)&&C.slice_del()}if(C.cursor=C.limit-s,l(),C.cursor=C.limit-s,C.ket=C.cursor,C.eq_s_b(4,"heid")&&(C.bra=C.cursor,c()&&(e=C.limit-C.cursor,C.eq_s_b(1,"c")||(C.cursor=C.limit-e,C.slice_del(),C.ket=C.cursor,C.eq_s_b(2,"en")&&(C.bra=C.cursor,m())))),C.cursor=C.limit-s,C.ket=C.cursor,r=C.find_among_b(k,6))switch(C.bra=C.cursor,r){case 1:if(c()){if(C.slice_del(),i=C.limit-C.cursor,C.ket=C.cursor,C.eq_s_b(2,"ig")&&(C.bra=C.cursor,c()&&(n=C.limit-C.cursor,!C.eq_s_b(1,"e")))){C.cursor=C.limit-n,C.slice_del();break}C.cursor=C.limit-i,a()}break;case 2:c()&&(o=C.limit-C.cursor,C.eq_s_b(1,"e")||(C.cursor=C.limit-o,C.slice_del()));break;case 3:c()&&(C.slice_del(),l());break;case 4:c()&&C.slice_del();break;case 5:c()&&w&&C.slice_del()}C.cursor=C.limit-s,C.out_grouping_b(z,73,232)&&(t=C.limit-C.cursor,C.find_among_b(v,4)&&C.out_grouping_b(q,97,232)&&(C.cursor=C.limit-t,C.ket=C.cursor,C.cursor>C.limit_backward&&(C.cursor--,C.bra=C.cursor,C.slice_del())))}var d,_,w,b=[new e("",-1,6),new e("á",0,1),new e("ä",0,1),new e("é",0,2),new e("ë",0,2),new e("í",0,3),new e("ï",0,3),new e("ó",0,4),new e("ö",0,4),new e("ú",0,5),new e("ü",0,5)],p=[new e("",-1,3),new e("I",0,2),new e("Y",0,1)],g=[new e("dd",-1,-1),new e("kk",-1,-1),new e("tt",-1,-1)],h=[new e("ene",-1,2),new e("se",-1,3),new e("en",-1,2),new e("heden",2,1),new e("s",-1,3)],k=[new e("end",-1,1),new e("ig",-1,2),new e("ing",-1,1),new e("lijk",-1,3),new e("baar",-1,4),new e("bar",-1,5)],v=[new e("aa",-1,-1),new e("ee",-1,-1),new e("oo",-1,-1),new e("uu",-1,-1)],q=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],z=[1,0,0,17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],j=[17,67,16,1,0,0,0,0,0,0,0,0,0,0,0,0,128],C=new i;this.setCurrent=function(r){C.setCurrent(r)},this.getCurrent=function(){return C.getCurrent()},this.stem=function(){var e=C.cursor;return r(),C.cursor=e,o(),C.limit_backward=e,C.cursor=C.limit,f(),C.cursor=C.limit_backward,s(),!0}};return function(r){return"function"==typeof r.update?r.update(function(r){return n.setCurrent(r),n.stem(),n.getCurrent()}):(n.setCurrent(r),n.stem(),n.getCurrent())}}(),r.Pipeline.registerFunction(r.nl.stemmer,"stemmer-nl"),r.nl.stopWordFilter=r.generateStopWordFilter(" aan al alles als altijd andere ben bij daar dan dat de der deze die dit doch doen door dus een eens en er ge geen geweest haar had heb hebben heeft hem het hier hij hoe hun iemand iets ik in is ja je kan kon kunnen maar me meer men met mij mijn moet na naar niet niets nog nu of om omdat onder ons ook op over reeds te tegen toch toen tot u uit uw van veel voor want waren was wat werd wezen wie wil worden wordt zal ze zelf zich zij zijn zo zonder zou".split(" ")),r.Pipeline.registerFunction(r.nl.stopWordFilter,"stopWordFilter-nl")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.no.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.no.min.js
new file mode 100644
index 00000000..92bc7e4e
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.no.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Norwegian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.no=function(){this.pipeline.reset(),this.pipeline.add(e.no.trimmer,e.no.stopWordFilter,e.no.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.no.stemmer))},e.no.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.no.trimmer=e.trimmerSupport.generateTrimmer(e.no.wordCharacters),e.Pipeline.registerFunction(e.no.trimmer,"trimmer-no"),e.no.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,i=new function(){function e(){var e,r=w.cursor+3;if(a=w.limit,0<=r||r<=w.limit){for(s=r;;){if(e=w.cursor,w.in_grouping(d,97,248)){w.cursor=e;break}if(e>=w.limit)return;w.cursor=e+1}for(;!w.out_grouping(d,97,248);){if(w.cursor>=w.limit)return;w.cursor++}a=w.cursor,a<s&&(a=s)}}function i(){var e,r,n;if(w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(m,29),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:n=w.limit-w.cursor,w.in_grouping_b(c,98,122)?w.slice_del():(w.cursor=w.limit-n,w.eq_s_b(1,"k")&&w.out_grouping_b(d,97,248)&&w.slice_del());break;case 3:w.slice_from("er")}}function t(){var e,r=w.limit-w.cursor;w.cursor>=a&&(e=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,w.find_among_b(u,2)?(w.bra=w.cursor,w.limit_backward=e,w.cursor=w.limit-r,w.cursor>w.limit_backward&&(w.cursor--,w.bra=w.cursor,w.slice_del())):w.limit_backward=e)}function o(){var e,r;w.cursor>=a&&(r=w.limit_backward,w.limit_backward=a,w.ket=w.cursor,e=w.find_among_b(l,11),e?(w.bra=w.cursor,w.limit_backward=r,1==e&&w.slice_del()):w.limit_backward=r)}var s,a,m=[new r("a",-1,1),new r("e",-1,1),new r("ede",1,1),new r("ande",1,1),new r("ende",1,1),new r("ane",1,1),new r("ene",1,1),new r("hetene",6,1),new r("erte",1,3),new r("en",-1,1),new r("heten",9,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",12,1),new r("s",-1,2),new r("as",14,1),new r("es",14,1),new r("edes",16,1),new r("endes",16,1),new r("enes",16,1),new r("hetenes",19,1),new r("ens",14,1),new r("hetens",21,1),new r("ers",14,1),new r("ets",14,1),new r("et",-1,1),new r("het",25,1),new r("ert",-1,3),new r("ast",-1,1)],u=[new r("dt",-1,-1),new r("vt",-1,-1)],l=[new r("leg",-1,1),new r("eleg",0,1),new r("ig",-1,1),new r("eig",2,1),new r("lig",2,1),new r("elig",4,1),new r("els",-1,1),new r("lov",-1,1),new r("elov",7,1),new r("slov",7,1),new r("hetslov",9,1)],d=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,48,0,128],c=[119,125,149,1],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,i(),w.cursor=w.limit,t(),w.cursor=w.limit,o(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return i.setCurrent(e),i.stem(),i.getCurrent()}):(i.setCurrent(e),i.stem(),i.getCurrent())}}(),e.Pipeline.registerFunction(e.no.stemmer,"stemmer-no"),e.no.stopWordFilter=e.generateStopWordFilter("alle at av bare begge ble blei bli blir blitt både båe da de deg dei deim deira deires dem den denne der dere deres det dette di din disse ditt du dykk dykkar då eg ein eit eitt eller elles en enn er et ett etter for fordi fra før ha hadde han hans har hennar henne hennes her hjå ho hoe honom hoss hossen hun hva hvem hver hvilke hvilken hvis hvor hvordan hvorfor i ikke ikkje ikkje ingen ingi inkje inn inni ja jeg kan kom korleis korso kun kunne kva kvar kvarhelst kven kvi kvifor man mange me med medan meg meget mellom men mi min mine mitt mot mykje ned no noe noen noka noko nokon nokor nokre nå når og også om opp oss over på samme seg selv si si sia sidan siden sin sine sitt sjøl skal skulle slik so som som somme somt så sånn til um upp ut uten var vart varte ved vere verte vi vil ville vore vors vort vår være være vært å".split(" ")),e.Pipeline.registerFunction(e.no.stopWordFilter,"stopWordFilter-no")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.pt.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.pt.min.js
new file mode 100644
index 00000000..6c16996d
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.pt.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Portuguese` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.pt=function(){this.pipeline.reset(),this.pipeline.add(e.pt.trimmer,e.pt.stopWordFilter,e.pt.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.pt.stemmer))},e.pt.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.pt.trimmer=e.trimmerSupport.generateTrimmer(e.pt.wordCharacters),e.Pipeline.registerFunction(e.pt.trimmer,"trimmer-pt"),e.pt.stemmer=function(){var r=e.stemmerSupport.Among,s=e.stemmerSupport.SnowballProgram,n=new function(){function e(){for(var e;;){if(z.bra=z.cursor,e=z.find_among(k,3))switch(z.ket=z.cursor,e){case 1:z.slice_from("a~");continue;case 2:z.slice_from("o~");continue;case 3:if(z.cursor>=z.limit)break;z.cursor++;continue}break}}function n(){if(z.out_grouping(y,97,250)){for(;!z.in_grouping(y,97,250);){if(z.cursor>=z.limit)return!0;z.cursor++}return!1}return!0}function i(){if(z.in_grouping(y,97,250))for(;!z.out_grouping(y,97,250);){if(z.cursor>=z.limit)return!1;z.cursor++}return g=z.cursor,!0}function o(){var e,r,s=z.cursor;if(z.in_grouping(y,97,250))if(e=z.cursor,n()){if(z.cursor=e,i())return}else g=z.cursor;if(z.cursor=s,z.out_grouping(y,97,250)){if(r=z.cursor,n()){if(z.cursor=r,!z.in_grouping(y,97,250)||z.cursor>=z.limit)return;z.cursor++}g=z.cursor}}function t(){for(;!z.in_grouping(y,97,250);){if(z.cursor>=z.limit)return!1;z.cursor++}for(;!z.out_grouping(y,97,250);){if(z.cursor>=z.limit)return!1;z.cursor++}return!0}function a(){var e=z.cursor;g=z.limit,b=g,h=g,o(),z.cursor=e,t()&&(b=z.cursor,t()&&(h=z.cursor))}function u(){for(var e;;){if(z.bra=z.cursor,e=z.find_among(q,3))switch(z.ket=z.cursor,e){case 1:z.slice_from("ã");continue;case 2:z.slice_from("õ");continue;case 3:if(z.cursor>=z.limit)break;z.cursor++;continue}break}}function w(){return g<=z.cursor}function m(){return b<=z.cursor}function c(){return h<=z.cursor}function l(){var 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diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.ro.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.ro.min.js
new file mode 100644
index 00000000..72771401
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.ro.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Romanian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
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dă ea ei el ele eram este eu eşti face fata fi fie fiecare fii fim fiu fiţi frumos fără graţie halbă iar ieri la le li lor lui lângă lîngă mai mea mei mele mereu meu mi mie mine mult multă mulţi mulţumesc mâine mîine mă ne nevoie nici nicăieri nimeni nimeri nimic nişte noastre noastră noi noroc nostru nouă noştri nu opt ori oricare orice oricine oricum oricând oricât oricînd oricît oriunde patra patru patrulea pe pentru peste pic poate pot prea prima primul prin puţin puţina puţină până pînă rog sa sale sau se spate spre sub sunt suntem sunteţi sută sînt sîntem sînteţi să săi său ta tale te timp tine toate toată tot totuşi toţi trei treia treilea tu tăi tău un una unde undeva unei uneia unele uneori unii unor unora unu unui unuia unul vi voastre voastră voi vostru vouă voştri vreme vreo vreun vă zece zero zi zice îi îl îmi împotriva în  înainte înaintea încotro încât încît între întrucât întrucît îţi ăla ălea ăsta ăstea ăştia şapte şase şi ştiu ţi ţie".split(" ")),e.Pipeline.registerFunction(e.ro.stopWordFilter,"stopWordFilter-ro")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.ru.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.ru.min.js
new file mode 100644
index 00000000..186cc485
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.ru.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Russian` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,n){"function"==typeof define&&define.amd?define(n):"object"==typeof exports?module.exports=n():n()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ru=function(){this.pipeline.reset(),this.pipeline.add(e.ru.trimmer,e.ru.stopWordFilter,e.ru.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ru.stemmer))},e.ru.wordCharacters="Ѐ-҄҇-ԯᴫᵸⷠ-ⷿꙀ-ꚟ︮︯",e.ru.trimmer=e.trimmerSupport.generateTrimmer(e.ru.wordCharacters),e.Pipeline.registerFunction(e.ru.trimmer,"trimmer-ru"),e.ru.stemmer=function(){var n=e.stemmerSupport.Among,r=e.stemmerSupport.SnowballProgram,t=new function(){function e(){for(;!W.in_grouping(S,1072,1103);){if(W.cursor>=W.limit)return!1;W.cursor++}return!0}function t(){for(;!W.out_grouping(S,1072,1103);){if(W.cursor>=W.limit)return!1;W.cursor++}return!0}function w(){b=W.limit,_=b,e()&&(b=W.cursor,t()&&e()&&t()&&(_=W.cursor))}function i(){return _<=W.cursor}function u(e,n){var r,t;if(W.ket=W.cursor,r=W.find_among_b(e,n)){switch(W.bra=W.cursor,r){case 1:if(t=W.limit-W.cursor,!W.eq_s_b(1,"а")&&(W.cursor=W.limit-t,!W.eq_s_b(1,"я")))return!1;case 2:W.slice_del()}return!0}return!1}function o(){return u(h,9)}function s(e,n){var r;return W.ket=W.cursor,!!(r=W.find_among_b(e,n))&&(W.bra=W.cursor,1==r&&W.slice_del(),!0)}function c(){return s(g,26)}function m(){return!!c()&&(u(C,8),!0)}function f(){return s(k,2)}function l(){return u(P,46)}function a(){s(v,36)}function p(){var e;W.ket=W.cursor,(e=W.find_among_b(F,2))&&(W.bra=W.cursor,i()&&1==e&&W.slice_del())}function d(){var e;if(W.ket=W.cursor,e=W.find_among_b(q,4))switch(W.bra=W.cursor,e){case 1:if(W.slice_del(),W.ket=W.cursor,!W.eq_s_b(1,"н"))break;W.bra=W.cursor;case 2:if(!W.eq_s_b(1,"н"))break;case 3:W.slice_del()}}var _,b,h=[new n("в",-1,1),new n("ив",0,2),new n("ыв",0,2),new n("вши",-1,1),new n("ивши",3,2),new n("ывши",3,2),new n("вшись",-1,1),new n("ившись",6,2),new n("ывшись",6,2)],g=[new n("ее",-1,1),new n("ие",-1,1),new n("ое",-1,1),new n("ые",-1,1),new n("ими",-1,1),new n("ыми",-1,1),new n("ей",-1,1),new n("ий",-1,1),new n("ой",-1,1),new n("ый",-1,1),new n("ем",-1,1),new n("им",-1,1),new n("ом",-1,1),new n("ым",-1,1),new n("его",-1,1),new n("ого",-1,1),new n("ему",-1,1),new n("ому",-1,1),new n("их",-1,1),new n("ых",-1,1),new n("ею",-1,1),new n("ою",-1,1),new n("ую",-1,1),new n("юю",-1,1),new n("ая",-1,1),new n("яя",-1,1)],C=[new n("ем",-1,1),new n("нн",-1,1),new n("вш",-1,1),new n("ивш",2,2),new n("ывш",2,2),new n("щ",-1,1),new n("ющ",5,1),new n("ующ",6,2)],k=[new n("сь",-1,1),new n("ся",-1,1)],P=[new n("ла",-1,1),new n("ила",0,2),new n("ыла",0,2),new n("на",-1,1),new n("ена",3,2),new n("ете",-1,1),new n("ите",-1,2),new n("йте",-1,1),new n("ейте",7,2),new n("уйте",7,2),new n("ли",-1,1),new n("или",10,2),new n("ыли",10,2),new n("й",-1,1),new n("ей",13,2),new n("уй",13,2),new n("л",-1,1),new n("ил",16,2),new n("ыл",16,2),new n("ем",-1,1),new n("им",-1,2),new n("ым",-1,2),new n("н",-1,1),new n("ен",22,2),new n("ло",-1,1),new n("ило",24,2),new n("ыло",24,2),new n("но",-1,1),new n("ено",27,2),new n("нно",27,1),new n("ет",-1,1),new n("ует",30,2),new n("ит",-1,2),new n("ыт",-1,2),new n("ют",-1,1),new n("уют",34,2),new n("ят",-1,2),new n("ны",-1,1),new n("ены",37,2),new n("ть",-1,1),new n("ить",39,2),new n("ыть",39,2),new n("ешь",-1,1),new n("ишь",-1,2),new n("ю",-1,2),new n("ую",44,2)],v=[new n("а",-1,1),new n("ев",-1,1),new n("ов",-1,1),new n("е",-1,1),new n("ие",3,1),new n("ье",3,1),new n("и",-1,1),new n("еи",6,1),new n("ии",6,1),new n("ами",6,1),new n("ями",6,1),new n("иями",10,1),new n("й",-1,1),new n("ей",12,1),new n("ией",13,1),new n("ий",12,1),new n("ой",12,1),new n("ам",-1,1),new n("ем",-1,1),new n("ием",18,1),new n("ом",-1,1),new n("ям",-1,1),new n("иям",21,1),new n("о",-1,1),new n("у",-1,1),new n("ах",-1,1),new n("ях",-1,1),new n("иях",26,1),new n("ы",-1,1),new n("ь",-1,1),new n("ю",-1,1),new n("ию",30,1),new n("ью",30,1),new n("я",-1,1),new n("ия",33,1),new n("ья",33,1)],F=[new n("ост",-1,1),new n("ость",-1,1)],q=[new n("ейше",-1,1),new n("н",-1,2),new n("ейш",-1,1),new n("ь",-1,3)],S=[33,65,8,232],W=new r;this.setCurrent=function(e){W.setCurrent(e)},this.getCurrent=function(){return W.getCurrent()},this.stem=function(){return w(),W.cursor=W.limit,!(W.cursor<b)&&(W.limit_backward=b,o()||(W.cursor=W.limit,f()||(W.cursor=W.limit),m()||(W.cursor=W.limit,l()||(W.cursor=W.limit,a()))),W.cursor=W.limit,W.ket=W.cursor,W.eq_s_b(1,"и")?(W.bra=W.cursor,W.slice_del()):W.cursor=W.limit,p(),W.cursor=W.limit,d(),!0)}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.ru.stemmer,"stemmer-ru"),e.ru.stopWordFilter=e.generateStopWordFilter("алло без близко более больше будем будет будете будешь будто буду будут будь бы бывает бывь был была были было быть в важная важное важные важный вам вами вас ваш ваша ваше ваши вверх вдали вдруг ведь везде весь вниз внизу во вокруг вон восемнадцатый восемнадцать восемь восьмой вот впрочем времени время все всегда всего всем всеми всему всех всею всю всюду вся всё второй вы г где говорил говорит год года году да давно даже далеко дальше даром два двадцатый двадцать две двенадцатый двенадцать двух девятнадцатый девятнадцать девятый девять действительно дел день десятый десять для до довольно долго должно другая другие других друго другое другой е его ее ей ему если есть еще ещё ею её ж же жизнь за занят занята занято заняты затем зато зачем здесь значит и из или им именно иметь ими имя иногда их к каждая каждое каждые каждый кажется как какая какой кем когда кого ком кому конечно которая которого которой которые который которых кроме кругом кто куда лет ли лишь лучше люди м мало между меля менее меньше меня миллионов мимо мира мне много многочисленная многочисленное многочисленные многочисленный мной мною мог могут мож может можно можхо мои мой мор мочь моя моё мы на наверху над надо назад наиболее наконец нам нами нас начала наш наша наше наши не него недавно недалеко нее ней нельзя нем немного нему непрерывно нередко несколько нет нею неё ни нибудь ниже низко никогда никуда ними них ничего но ну нужно нх о об оба обычно один одиннадцатый одиннадцать однажды однако одного одной около он она они оно опять особенно от отовсюду отсюда очень первый перед по под пожалуйста позже пока пор пора после посреди потом потому почему почти прекрасно при про просто против процентов пятнадцатый пятнадцать пятый пять раз разве рано раньше рядом с сам сама сами самим самими самих само самого самой самом самому саму свое своего своей свои своих свою сеаой себе себя сегодня седьмой сейчас семнадцатый семнадцать семь сих сказал сказала сказать сколько слишком сначала снова со собой собою совсем спасибо стал суть т та так такая также такие такое такой там твой твоя твоё те тебе тебя тем теми теперь тех то тобой тобою тогда того тоже только том тому тот тою третий три тринадцатый тринадцать ту туда тут ты тысяч у уж уже уметь хорошо хотеть хоть хотя хочешь часто чаще чего человек чем чему через четвертый четыре четырнадцатый четырнадцать что чтоб чтобы чуть шестнадцатый шестнадцать шестой шесть эта эти этим этими этих это этого этой этом этому этот эту я \ufeffа".split(" ")),e.Pipeline.registerFunction(e.ru.stopWordFilter,"stopWordFilter-ru")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.sa.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.sa.min.js
new file mode 100644
index 00000000..50ee5642
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.sa.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sa=function(){this.pipeline.reset(),this.pipeline.add(e.sa.trimmer,e.sa.stopWordFilter,e.sa.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sa.stemmer))},e.sa.wordCharacters="ऀ-ःऄ-एऐ-टठ-यर-िी-ॏॐ-य़ॠ-९॰-ॿ꣠-꣱ꣲ-ꣷ꣸-ꣻ꣼-ꣽꣾ-ꣿᆰ0-ᆰ9",e.sa.trimmer=e.trimmerSupport.generateTrimmer(e.sa.wordCharacters),e.Pipeline.registerFunction(e.sa.trimmer,"trimmer-sa"),e.sa.stopWordFilter=e.generateStopWordFilter('तथा अयम्‌ एकम्‌ इत्यस्मिन्‌ तथा तत्‌ वा अयम्‌ इत्यस्य ते आहूत उपरि तेषाम्‌  किन्तु तेषाम्‌ तदा इत्यनेन अधिकः इत्यस्य तत्‌ केचन बहवः द्वि तथा महत्वपूर्णः अयम्‌ अस्य  विषये अयं अस्ति तत्‌ प्रथमः विषये इत्युपरि इत्युपरि इतर अधिकतमः अधिकः अपि सामान्यतया ठ इतरेतर नूतनम्‌ द  न्यूनम्‌ कश्चित्‌ वा विशालः द  सः अस्ति तदनुसारम् तत्र अस्ति केवलम्‌ अपि अत्र सर्वे विविधाः तत्‌ बहवः यतः इदानीम्‌ द  दक्षिण इत्यस्मै तस्य उपरि नथ अतीव कार्यम्‌ सर्वे एकैकम्‌ इत्यादि। एते सन्ति  उत इत्थम्‌ मध्ये एतदर्थं . स कस्य प्रथमः श्री. करोति अस्मिन् प्रकारः निर्मिता कालः तत्र कर्तुं  समान अधुना ते सन्ति स एकः अस्ति सः अर्थात् तेषां कृते . स्थितम्  विशेषः अग्रिम तेषाम्‌ समान स्रोतः ख म समान इदानीमपि अधिकतया करोतु ते समान इत्यस्य वीथी सह यस्मिन्  कृतवान्‌ धृतः तदा पुनः पूर्वं सः आगतः किम्‌ कुल इतर पुरा  मात्रा स विषये उ अतएव अपि नगरस्य  उपरि यतः प्रतिशतं  कतरः कालः साधनानि भूत तथापि जात सम्बन्धि अन्यत्‌ ग अतः अस्माकं स्वकीयाः अस्माकं इदानीं अन्तः इत्यादयः भवन्तः इत्यादयः एते एताः तस्य अस्य इदम् एते तेषां तेषां तेषां तान् तेषां तेषां तेषां समानः सः एकः च तादृशाः बहवः अन्ये च वदन्ति यत् कियत् कस्मै  कस्मै  यस्मै  यस्मै  यस्मै  यस्मै न अतिनीचः किन्तु प्रथमं सम्पूर्णतया  ततः चिरकालानन्तरं पुस्तकं सम्पूर्णतया अन्तः  किन्तु अत्र वा इह इव श्रद्धाय अवशिष्यते  परन्तु अन्ये वर्गाः सन्ति ते सन्ति शक्नुवन्ति सर्वे मिलित्वा सर्वे एकत्र"'.split(" ")),e.sa.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var r=e.wordcut;r.init(),e.sa.tokenizer=function(t){if(!arguments.length||null==t||void 0==t)return[];if(Array.isArray(t))return t.map(function(r){return isLunr2?new e.Token(r.toLowerCase()):r.toLowerCase()});var i=t.toString().toLowerCase().replace(/^\s+/,"");return r.cut(i).split("|")},e.Pipeline.registerFunction(e.sa.stemmer,"stemmer-sa"),e.Pipeline.registerFunction(e.sa.stopWordFilter,"stopWordFilter-sa")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.stemmer.support.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
new file mode 100644
index 00000000..abd4475b
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.stemmer.support.min.js
@@ -0,0 +1 @@
+!function(r,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(r.lunr)}(this,function(){return function(r){r.stemmerSupport={Among:function(r,t,i,s){if(this.toCharArray=function(r){for(var t=r.length,i=new Array(t),s=0;s<t;s++)i[s]=r.charCodeAt(s);return i},!r&&""!=r||!t&&0!=t||!i)throw"Bad Among initialisation: s:"+r+", substring_i: "+t+", result: "+i;this.s_size=r.length,this.s=this.toCharArray(r),this.substring_i=t,this.result=i,this.method=s},SnowballProgram:function(){var r;return{bra:0,ket:0,limit:0,cursor:0,limit_backward:0,setCurrent:function(t){r=t,this.cursor=0,this.limit=t.length,this.limit_backward=0,this.bra=this.cursor,this.ket=this.limit},getCurrent:function(){var t=r;return r=null,t},in_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},in_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e<=s&&e>=i&&(e-=i,t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},out_grouping:function(t,i,s){if(this.cursor<this.limit){var e=r.charCodeAt(this.cursor);if(e>s||e<i)return this.cursor++,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor++,!0}return!1},out_grouping_b:function(t,i,s){if(this.cursor>this.limit_backward){var e=r.charCodeAt(this.cursor-1);if(e>s||e<i)return this.cursor--,!0;if(e-=i,!(t[e>>3]&1<<(7&e)))return this.cursor--,!0}return!1},eq_s:function(t,i){if(this.limit-this.cursor<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor+s)!=i.charCodeAt(s))return!1;return this.cursor+=t,!0},eq_s_b:function(t,i){if(this.cursor-this.limit_backward<t)return!1;for(var s=0;s<t;s++)if(r.charCodeAt(this.cursor-t+s)!=i.charCodeAt(s))return!1;return this.cursor-=t,!0},find_among:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=l;m<_.s_size;m++){if(n+l==u){f=-1;break}if(f=r.charCodeAt(n+l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n+_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n+_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},find_among_b:function(t,i){for(var s=0,e=i,n=this.cursor,u=this.limit_backward,o=0,h=0,c=!1;;){for(var a=s+(e-s>>1),f=0,l=o<h?o:h,_=t[a],m=_.s_size-1-l;m>=0;m--){if(n-l==u){f=-1;break}if(f=r.charCodeAt(n-1-l)-_.s[m])break;l++}if(f<0?(e=a,h=l):(s=a,o=l),e-s<=1){if(s>0||e==s||c)break;c=!0}}for(;;){var _=t[s];if(o>=_.s_size){if(this.cursor=n-_.s_size,!_.method)return _.result;var b=_.method();if(this.cursor=n-_.s_size,b)return _.result}if((s=_.substring_i)<0)return 0}},replace_s:function(t,i,s){var e=s.length-(i-t),n=r.substring(0,t),u=r.substring(i);return r=n+s+u,this.limit+=e,this.cursor>=i?this.cursor+=e:this.cursor>t&&(this.cursor=t),e},slice_check:function(){if(this.bra<0||this.bra>this.ket||this.ket>this.limit||this.limit>r.length)throw"faulty slice operation"},slice_from:function(r){this.slice_check(),this.replace_s(this.bra,this.ket,r)},slice_del:function(){this.slice_from("")},insert:function(r,t,i){var s=this.replace_s(r,t,i);r<=this.bra&&(this.bra+=s),r<=this.ket&&(this.ket+=s)},slice_to:function(){return this.slice_check(),r.substring(this.bra,this.ket)},eq_v_b:function(r){return this.eq_s_b(r.length,r)}}}},r.trimmerSupport={generateTrimmer:function(r){var t=new RegExp("^[^"+r+"]+"),i=new RegExp("[^"+r+"]+$");return function(r){return"function"==typeof r.update?r.update(function(r){return r.replace(t,"").replace(i,"")}):r.replace(t,"").replace(i,"")}}}}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.sv.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.sv.min.js
new file mode 100644
index 00000000..3e5eb640
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.sv.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Swedish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.sv=function(){this.pipeline.reset(),this.pipeline.add(e.sv.trimmer,e.sv.stopWordFilter,e.sv.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.sv.stemmer))},e.sv.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",e.sv.trimmer=e.trimmerSupport.generateTrimmer(e.sv.wordCharacters),e.Pipeline.registerFunction(e.sv.trimmer,"trimmer-sv"),e.sv.stemmer=function(){var r=e.stemmerSupport.Among,n=e.stemmerSupport.SnowballProgram,t=new function(){function e(){var e,r=w.cursor+3;if(o=w.limit,0<=r||r<=w.limit){for(a=r;;){if(e=w.cursor,w.in_grouping(l,97,246)){w.cursor=e;break}if(w.cursor=e,w.cursor>=w.limit)return;w.cursor++}for(;!w.out_grouping(l,97,246);){if(w.cursor>=w.limit)return;w.cursor++}o=w.cursor,o<a&&(o=a)}}function t(){var e,r=w.limit_backward;if(w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(u,37),w.limit_backward=r,e))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.in_grouping_b(d,98,121)&&w.slice_del()}}function i(){var e=w.limit_backward;w.cursor>=o&&(w.limit_backward=o,w.cursor=w.limit,w.find_among_b(c,7)&&(w.cursor=w.limit,w.ket=w.cursor,w.cursor>w.limit_backward&&(w.bra=--w.cursor,w.slice_del())),w.limit_backward=e)}function s(){var e,r;if(w.cursor>=o){if(r=w.limit_backward,w.limit_backward=o,w.cursor=w.limit,w.ket=w.cursor,e=w.find_among_b(m,5))switch(w.bra=w.cursor,e){case 1:w.slice_del();break;case 2:w.slice_from("lös");break;case 3:w.slice_from("full")}w.limit_backward=r}}var a,o,u=[new r("a",-1,1),new r("arna",0,1),new r("erna",0,1),new r("heterna",2,1),new r("orna",0,1),new r("ad",-1,1),new r("e",-1,1),new r("ade",6,1),new r("ande",6,1),new r("arne",6,1),new r("are",6,1),new r("aste",6,1),new r("en",-1,1),new r("anden",12,1),new r("aren",12,1),new r("heten",12,1),new r("ern",-1,1),new r("ar",-1,1),new r("er",-1,1),new r("heter",18,1),new r("or",-1,1),new r("s",-1,2),new r("as",21,1),new r("arnas",22,1),new r("ernas",22,1),new r("ornas",22,1),new r("es",21,1),new r("ades",26,1),new r("andes",26,1),new r("ens",21,1),new r("arens",29,1),new r("hetens",29,1),new r("erns",21,1),new r("at",-1,1),new r("andet",-1,1),new r("het",-1,1),new r("ast",-1,1)],c=[new r("dd",-1,-1),new r("gd",-1,-1),new r("nn",-1,-1),new r("dt",-1,-1),new r("gt",-1,-1),new r("kt",-1,-1),new r("tt",-1,-1)],m=[new r("ig",-1,1),new r("lig",0,1),new r("els",-1,1),new r("fullt",-1,3),new r("löst",-1,2)],l=[17,65,16,1,0,0,0,0,0,0,0,0,0,0,0,0,24,0,32],d=[119,127,149],w=new n;this.setCurrent=function(e){w.setCurrent(e)},this.getCurrent=function(){return w.getCurrent()},this.stem=function(){var r=w.cursor;return e(),w.limit_backward=r,w.cursor=w.limit,t(),w.cursor=w.limit,i(),w.cursor=w.limit,s(),!0}};return function(e){return"function"==typeof e.update?e.update(function(e){return t.setCurrent(e),t.stem(),t.getCurrent()}):(t.setCurrent(e),t.stem(),t.getCurrent())}}(),e.Pipeline.registerFunction(e.sv.stemmer,"stemmer-sv"),e.sv.stopWordFilter=e.generateStopWordFilter("alla allt att av blev bli blir blivit de dem den denna deras dess dessa det detta dig din dina ditt du där då efter ej eller en er era ert ett från för ha hade han hans har henne hennes hon honom hur här i icke ingen inom inte jag ju kan kunde man med mellan men mig min mina mitt mot mycket ni nu när någon något några och om oss på samma sedan sig sin sina sitta själv skulle som så sådan sådana sådant till under upp ut utan vad var vara varför varit varje vars vart vem vi vid vilka vilkas vilken vilket vår våra vårt än är åt över".split(" ")),e.Pipeline.registerFunction(e.sv.stopWordFilter,"stopWordFilter-sv")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.ta.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.ta.min.js
new file mode 100644
index 00000000..a644bed2
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.ta.min.js
@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.ta=function(){this.pipeline.reset(),this.pipeline.add(e.ta.trimmer,e.ta.stopWordFilter,e.ta.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.ta.stemmer))},e.ta.wordCharacters="஀-உஊ-ஏஐ-ஙச-ட஠-னப-யர-ஹ஺-ிீ-௉ொ-௏ௐ-௙௚-௟௠-௩௪-௯௰-௹௺-௿a-zA-Zａ-ｚＡ-Ｚ0-9０-９",e.ta.trimmer=e.trimmerSupport.generateTrimmer(e.ta.wordCharacters),e.Pipeline.registerFunction(e.ta.trimmer,"trimmer-ta"),e.ta.stopWordFilter=e.generateStopWordFilter("அங்கு அங்கே அது அதை அந்த அவர் அவர்கள் அவள் அவன் அவை ஆக ஆகவே ஆகையால் ஆதலால் ஆதலினால் ஆனாலும் ஆனால் இங்கு இங்கே இது இதை இந்த இப்படி இவர் இவர்கள் இவள் இவன் இவை இவ்வளவு உனக்கு உனது உன் உன்னால் எங்கு எங்கே எது எதை எந்த எப்படி எவர் எவர்கள் எவள் எவன் எவை எவ்வளவு எனக்கு எனது எனவே என் என்ன என்னால் ஏது ஏன் தனது தன்னால் தானே தான் நாங்கள் நாம் நான் நீ நீங்கள்".split(" ")),e.ta.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.ta.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.ta.stemmer,"stemmer-ta"),e.Pipeline.registerFunction(e.ta.stopWordFilter,"stopWordFilter-ta")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.te.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.te.min.js
new file mode 100644
index 00000000..9fa7a93b
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.te.min.js
@@ -0,0 +1 @@
+!function(e,t){"function"==typeof define&&define.amd?define(t):"object"==typeof exports?module.exports=t():t()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.te=function(){this.pipeline.reset(),this.pipeline.add(e.te.trimmer,e.te.stopWordFilter,e.te.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(e.te.stemmer))},e.te.wordCharacters="ఀ-ఄఅ-ఔక-హా-ౌౕ-ౖౘ-ౚౠ-ౡౢ-ౣ౦-౯౸-౿఼ఽ్ౝ౷౤౥",e.te.trimmer=e.trimmerSupport.generateTrimmer(e.te.wordCharacters),e.Pipeline.registerFunction(e.te.trimmer,"trimmer-te"),e.te.stopWordFilter=e.generateStopWordFilter("అందరూ అందుబాటులో అడగండి అడగడం అడ్డంగా అనుగుణంగా అనుమతించు అనుమతిస్తుంది అయితే ఇప్పటికే ఉన్నారు ఎక్కడైనా ఎప్పుడు ఎవరైనా ఎవరో ఏ ఏదైనా ఏమైనప్పటికి ఒక ఒకరు కనిపిస్తాయి కాదు కూడా గా గురించి చుట్టూ చేయగలిగింది తగిన తర్వాత దాదాపు దూరంగా నిజంగా పై ప్రకారం ప్రక్కన మధ్య మరియు మరొక మళ్ళీ మాత్రమే మెచ్చుకో వద్ద వెంట వేరుగా వ్యతిరేకంగా సంబంధం".split(" ")),e.te.stemmer=function(){return function(e){return"function"==typeof e.update?e.update(function(e){return e}):e}}();var t=e.wordcut;t.init(),e.te.tokenizer=function(r){if(!arguments.length||null==r||void 0==r)return[];if(Array.isArray(r))return r.map(function(t){return isLunr2?new e.Token(t.toLowerCase()):t.toLowerCase()});var i=r.toString().toLowerCase().replace(/^\s+/,"");return t.cut(i).split("|")},e.Pipeline.registerFunction(e.te.stemmer,"stemmer-te"),e.Pipeline.registerFunction(e.te.stopWordFilter,"stopWordFilter-te")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.th.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.th.min.js
new file mode 100644
index 00000000..dee3aac6
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.th.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");var r="2"==e.version[0];e.th=function(){this.pipeline.reset(),this.pipeline.add(e.th.trimmer),r?this.tokenizer=e.th.tokenizer:(e.tokenizer&&(e.tokenizer=e.th.tokenizer),this.tokenizerFn&&(this.tokenizerFn=e.th.tokenizer))},e.th.wordCharacters="[฀-๿]",e.th.trimmer=e.trimmerSupport.generateTrimmer(e.th.wordCharacters),e.Pipeline.registerFunction(e.th.trimmer,"trimmer-th");var t=e.wordcut;t.init(),e.th.tokenizer=function(i){if(!arguments.length||null==i||void 0==i)return[];if(Array.isArray(i))return i.map(function(t){return r?new e.Token(t):t});var n=i.toString().replace(/^\s+/,"");return t.cut(n).split("|")}}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.tr.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.tr.min.js
new file mode 100644
index 00000000..563f6ec1
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.tr.min.js
@@ -0,0 +1,18 @@
+/*!
+ * Lunr languages, `Turkish` language
+ * https://github.com/MihaiValentin/lunr-languages
+ *
+ * Copyright 2014, Mihai Valentin
+ * http://www.mozilla.org/MPL/
+ */
+/*!
+ * based on
+ * Snowball JavaScript Library v0.3
+ * http://code.google.com/p/urim/
+ * http://snowball.tartarus.org/
+ *
+ * Copyright 2010, Oleg Mazko
+ * http://www.mozilla.org/MPL/
+ */
+
+!function(r,i){"function"==typeof define&&define.amd?define(i):"object"==typeof exports?module.exports=i():i()(r.lunr)}(this,function(){return function(r){if(void 0===r)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===r.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");r.tr=function(){this.pipeline.reset(),this.pipeline.add(r.tr.trimmer,r.tr.stopWordFilter,r.tr.stemmer),this.searchPipeline&&(this.searchPipeline.reset(),this.searchPipeline.add(r.tr.stemmer))},r.tr.wordCharacters="A-Za-zªºÀ-ÖØ-öø-ʸˠ-ˤᴀ-ᴥᴬ-ᵜᵢ-ᵥᵫ-ᵷᵹ-ᶾḀ-ỿⁱⁿₐ-ₜKÅℲⅎⅠ-ↈⱠ-ⱿꜢ-ꞇꞋ-ꞭꞰ-ꞷꟷ-ꟿꬰ-ꭚꭜ-ꭤff-stＡ-Ｚａ-ｚ",r.tr.trimmer=r.trimmerSupport.generateTrimmer(r.tr.wordCharacters),r.Pipeline.registerFunction(r.tr.trimmer,"trimmer-tr"),r.tr.stemmer=function(){var i=r.stemmerSupport.Among,e=r.stemmerSupport.SnowballProgram,n=new function(){function r(r,i,e){for(;;){var n=Dr.limit-Dr.cursor;if(Dr.in_grouping_b(r,i,e)){Dr.cursor=Dr.limit-n;break}if(Dr.cursor=Dr.limit-n,Dr.cursor<=Dr.limit_backward)return!1;Dr.cursor--}return!0}function n(){var i,e;i=Dr.limit-Dr.cursor,r(Wr,97,305);for(var n=0;n<Br.length;n++){e=Dr.limit-Dr.cursor;var t=Br[n];if(Dr.eq_s_b(1,t[0])&&r(t[1],t[2],t[3]))return Dr.cursor=Dr.limit-i,!0;Dr.cursor=Dr.limit-e}return Dr.cursor=Dr.limit-e,!(!Dr.eq_s_b(1,"ü")||!r(Zr,246,252))&&(Dr.cursor=Dr.limit-i,!0)}function t(r,i){var e,n=Dr.limit-Dr.cursor;return r()&&(Dr.cursor=Dr.limit-n,Dr.cursor>Dr.limit_backward&&(Dr.cursor--,e=Dr.limit-Dr.cursor,i()))?(Dr.cursor=Dr.limit-e,!0):(Dr.cursor=Dr.limit-n,r()?(Dr.cursor=Dr.limit-n,!1):(Dr.cursor=Dr.limit-n,!(Dr.cursor<=Dr.limit_backward)&&(Dr.cursor--,!!i()&&(Dr.cursor=Dr.limit-n,!0))))}function u(r){return t(r,function(){return Dr.in_grouping_b(Wr,97,305)})}function o(){return u(function(){return Dr.eq_s_b(1,"n")})}function s(){return u(function(){return Dr.eq_s_b(1,"s")})}function c(){return u(function(){return Dr.eq_s_b(1,"y")})}function l(){return t(function(){return Dr.in_grouping_b(Lr,105,305)},function(){return Dr.out_grouping_b(Wr,97,305)})}function a(){return Dr.find_among_b(ur,10)&&l()}function m(){return n()&&Dr.in_grouping_b(Lr,105,305)&&s()}function d(){return Dr.find_among_b(or,2)}function f(){return n()&&Dr.in_grouping_b(Lr,105,305)&&c()}function 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Dr.find_among_b(Pr,8)&&c()}function T(){return n()&&Dr.find_among_b(Fr,4)&&c()}function Z(){return Dr.eq_s_b(3,"ken")&&c()}function B(){var r=Dr.limit-Dr.cursor;return!(T()||(Dr.cursor=Dr.limit-r,E()||(Dr.cursor=Dr.limit-r,j()||(Dr.cursor=Dr.limit-r,Z()))))}function D(){if(A()){var r=Dr.limit-Dr.cursor;if(S()||(Dr.cursor=Dr.limit-r,W()||(Dr.cursor=Dr.limit-r,C()||(Dr.cursor=Dr.limit-r,P()||(Dr.cursor=Dr.limit-r,F()||(Dr.cursor=Dr.limit-r))))),T())return!1}return!0}function G(){if(W()){Dr.bra=Dr.cursor,Dr.slice_del();var r=Dr.limit-Dr.cursor;return Dr.ket=Dr.cursor,x()||(Dr.cursor=Dr.limit-r,E()||(Dr.cursor=Dr.limit-r,j()||(Dr.cursor=Dr.limit-r,T()||(Dr.cursor=Dr.limit-r)))),nr=!1,!1}return!0}function H(){if(!L())return!0;var r=Dr.limit-Dr.cursor;return!E()&&(Dr.cursor=Dr.limit-r,!j())}function I(){var r,i=Dr.limit-Dr.cursor;return!(S()||(Dr.cursor=Dr.limit-i,F()||(Dr.cursor=Dr.limit-i,P()||(Dr.cursor=Dr.limit-i,C()))))||(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,T()||(Dr.cursor=Dr.limit-r),!1)}function J(){var r,i=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,nr=!0,B()&&(Dr.cursor=Dr.limit-i,D()&&(Dr.cursor=Dr.limit-i,G()&&(Dr.cursor=Dr.limit-i,H()&&(Dr.cursor=Dr.limit-i,I()))))){if(Dr.cursor=Dr.limit-i,!x())return;Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,r=Dr.limit-Dr.cursor,S()||(Dr.cursor=Dr.limit-r,W()||(Dr.cursor=Dr.limit-r,C()||(Dr.cursor=Dr.limit-r,P()||(Dr.cursor=Dr.limit-r,F()||(Dr.cursor=Dr.limit-r))))),T()||(Dr.cursor=Dr.limit-r)}Dr.bra=Dr.cursor,Dr.slice_del()}function K(){var r,i,e,n;if(Dr.ket=Dr.cursor,h()){if(r=Dr.limit-Dr.cursor,p())return Dr.bra=Dr.cursor,Dr.slice_del(),i=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,W()?(Dr.bra=Dr.cursor,Dr.slice_del(),K()):(Dr.cursor=Dr.limit-i,a()&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()))),!0;if(Dr.cursor=Dr.limit-r,w()){if(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,e=Dr.limit-Dr.cursor,d())Dr.bra=Dr.cursor,Dr.slice_del();else{if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,!a()&&(Dr.cursor=Dr.limit-e,!m()&&(Dr.cursor=Dr.limit-e,!K())))return!0;Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())}return!0}if(Dr.cursor=Dr.limit-r,g()){if(n=Dr.limit-Dr.cursor,d())Dr.bra=Dr.cursor,Dr.slice_del();else if(Dr.cursor=Dr.limit-n,m())Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K());else if(Dr.cursor=Dr.limit-n,!K())return!1;return!0}}return!1}function M(r){if(Dr.ket=Dr.cursor,!g()&&(Dr.cursor=Dr.limit-r,!k()))return!1;var i=Dr.limit-Dr.cursor;if(d())Dr.bra=Dr.cursor,Dr.slice_del();else if(Dr.cursor=Dr.limit-i,m())Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K());else if(Dr.cursor=Dr.limit-i,!K())return!1;return!0}function N(r){if(Dr.ket=Dr.cursor,!z()&&(Dr.cursor=Dr.limit-r,!b()))return!1;var i=Dr.limit-Dr.cursor;return!(!m()&&(Dr.cursor=Dr.limit-i,!d()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()),!0)}function O(){var r,i=Dr.limit-Dr.cursor;return Dr.ket=Dr.cursor,!(!w()&&(Dr.cursor=Dr.limit-i,!v()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,!(!W()||(Dr.bra=Dr.cursor,Dr.slice_del(),!K()))||(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!(a()||(Dr.cursor=Dr.limit-r,m()||(Dr.cursor=Dr.limit-r,K())))||(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()),!0)))}function Q(){var r,i,e=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,!p()&&(Dr.cursor=Dr.limit-e,!f()&&(Dr.cursor=Dr.limit-e,!_())))return!1;if(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,r=Dr.limit-Dr.cursor,a())Dr.bra=Dr.cursor,Dr.slice_del(),i=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,W()||(Dr.cursor=Dr.limit-i);else if(Dr.cursor=Dr.limit-r,!W())return!0;return Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,K(),!0}function R(){var r,i,e=Dr.limit-Dr.cursor;if(Dr.ket=Dr.cursor,W())return Dr.bra=Dr.cursor,Dr.slice_del(),void K();if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,q())if(Dr.bra=Dr.cursor,Dr.slice_del(),r=Dr.limit-Dr.cursor,Dr.ket=Dr.cursor,d())Dr.bra=Dr.cursor,Dr.slice_del();else{if(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!a()&&(Dr.cursor=Dr.limit-r,!m())){if(Dr.cursor=Dr.limit-r,Dr.ket=Dr.cursor,!W())return;if(Dr.bra=Dr.cursor,Dr.slice_del(),!K())return}Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())}else if(Dr.cursor=Dr.limit-e,!M(e)&&(Dr.cursor=Dr.limit-e,!N(e))){if(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,y())return Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,i=Dr.limit-Dr.cursor,void(a()?(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K())):(Dr.cursor=Dr.limit-i,W()?(Dr.bra=Dr.cursor,Dr.slice_del(),K()):(Dr.cursor=Dr.limit-i,K())));if(Dr.cursor=Dr.limit-e,!O()){if(Dr.cursor=Dr.limit-e,d())return Dr.bra=Dr.cursor,void Dr.slice_del();Dr.cursor=Dr.limit-e,K()||(Dr.cursor=Dr.limit-e,Q()||(Dr.cursor=Dr.limit-e,Dr.ket=Dr.cursor,(a()||(Dr.cursor=Dr.limit-e,m()))&&(Dr.bra=Dr.cursor,Dr.slice_del(),Dr.ket=Dr.cursor,W()&&(Dr.bra=Dr.cursor,Dr.slice_del(),K()))))}}}function U(){var r;if(Dr.ket=Dr.cursor,r=Dr.find_among_b(Sr,4))switch(Dr.bra=Dr.cursor,r){case 1:Dr.slice_from("p");break;case 2:Dr.slice_from("ç");break;case 3:Dr.slice_from("t");break;case 4:Dr.slice_from("k")}}function V(){for(;;){var r=Dr.limit-Dr.cursor;if(Dr.in_grouping_b(Wr,97,305)){Dr.cursor=Dr.limit-r;break}if(Dr.cursor=Dr.limit-r,Dr.cursor<=Dr.limit_backward)return!1;Dr.cursor--}return!0}function X(r,i,e){if(Dr.cursor=Dr.limit-r,V()){var n=Dr.limit-Dr.cursor;if(!Dr.eq_s_b(1,i)&&(Dr.cursor=Dr.limit-n,!Dr.eq_s_b(1,e)))return!0;Dr.cursor=Dr.limit-r;var t=Dr.cursor;return Dr.insert(Dr.cursor,Dr.cursor,e),Dr.cursor=t,!1}return!0}function Y(){var r=Dr.limit-Dr.cursor;(Dr.eq_s_b(1,"d")||(Dr.cursor=Dr.limit-r,Dr.eq_s_b(1,"g")))&&X(r,"a","ı")&&X(r,"e","i")&&X(r,"o","u")&&X(r,"ö","ü")}function $(){for(var r,i=Dr.cursor,e=2;;){for(r=Dr.cursor;!Dr.in_grouping(Wr,97,305);){if(Dr.cursor>=Dr.limit)return Dr.cursor=r,!(e>0)&&(Dr.cursor=i,!0);Dr.cursor++}e--}}function rr(r,i,e){for(;!Dr.eq_s(i,e);){if(Dr.cursor>=Dr.limit)return!0;Dr.cursor++}return(tr=i)!=Dr.limit||(Dr.cursor=r,!1)}function ir(){var r=Dr.cursor;return!rr(r,2,"ad")||(Dr.cursor=r,!rr(r,5,"soyad"))}function er(){var r=Dr.cursor;return!ir()&&(Dr.limit_backward=r,Dr.cursor=Dr.limit,Y(),Dr.cursor=Dr.limit,U(),!0)}var nr,tr,ur=[new i("m",-1,-1),new i("n",-1,-1),new i("miz",-1,-1),new i("niz",-1,-1),new i("muz",-1,-1),new i("nuz",-1,-1),new i("müz",-1,-1),new i("nüz",-1,-1),new i("mız",-1,-1),new i("nız",-1,-1)],or=[new i("leri",-1,-1),new i("ları",-1,-1)],sr=[new i("ni",-1,-1),new i("nu",-1,-1),new i("nü",-1,-1),new i("nı",-1,-1)],cr=[new i("in",-1,-1),new i("un",-1,-1),new i("ün",-1,-1),new i("ın",-1,-1)],lr=[new i("a",-1,-1),new i("e",-1,-1)],ar=[new i("na",-1,-1),new i("ne",-1,-1)],mr=[new i("da",-1,-1),new i("ta",-1,-1),new i("de",-1,-1),new i("te",-1,-1)],dr=[new i("nda",-1,-1),new i("nde",-1,-1)],fr=[new i("dan",-1,-1),new i("tan",-1,-1),new i("den",-1,-1),new i("ten",-1,-1)],br=[new i("ndan",-1,-1),new i("nden",-1,-1)],wr=[new i("la",-1,-1),new i("le",-1,-1)],_r=[new i("ca",-1,-1),new i("ce",-1,-1)],kr=[new i("im",-1,-1),new i("um",-1,-1),new i("üm",-1,-1),new i("ım",-1,-1)],pr=[new 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i("dün",-1,-1),new i("tün",-1,-1),new i("dın",-1,-1),new i("tın",-1,-1),new i("du",-1,-1),new i("tu",-1,-1),new i("dü",-1,-1),new i("tü",-1,-1),new i("dı",-1,-1),new i("tı",-1,-1)],Pr=[new i("sa",-1,-1),new i("se",-1,-1),new i("sak",-1,-1),new i("sek",-1,-1),new i("sam",-1,-1),new i("sem",-1,-1),new i("san",-1,-1),new i("sen",-1,-1)],Fr=[new i("miş",-1,-1),new i("muş",-1,-1),new i("müş",-1,-1),new i("mış",-1,-1)],Sr=[new i("b",-1,1),new i("c",-1,2),new i("d",-1,3),new i("ğ",-1,4)],Wr=[17,65,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,32,8,0,0,0,0,0,0,1],Lr=[1,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,8,0,0,0,0,0,0,1],xr=[1,64,16,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1],Ar=[17,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,130],Er=[1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1],jr=[17],Tr=[65],Zr=[65],Br=[["a",xr,97,305],["e",Ar,101,252],["ı",Er,97,305],["i",jr,101,105],["o",Tr,111,117],["ö",Zr,246,252],["u",Tr,111,117]],Dr=new e;this.setCurrent=function(r){Dr.setCurrent(r)},this.getCurrent=function(){return Dr.getCurrent()},this.stem=function(){return!!($()&&(Dr.limit_backward=Dr.cursor,Dr.cursor=Dr.limit,J(),Dr.cursor=Dr.limit,nr&&(R(),Dr.cursor=Dr.limit_backward,er())))}};return function(r){return"function"==typeof r.update?r.update(function(r){return n.setCurrent(r),n.stem(),n.getCurrent()}):(n.setCurrent(r),n.stem(),n.getCurrent())}}(),r.Pipeline.registerFunction(r.tr.stemmer,"stemmer-tr"),r.tr.stopWordFilter=r.generateStopWordFilter("acaba altmış altı ama ancak arada aslında ayrıca bana bazı belki ben benden beni benim beri beş bile bin bir biri birkaç birkez birçok birşey birşeyi biz bizden bize bizi bizim bu buna bunda bundan bunlar bunları bunların bunu bunun burada böyle böylece da daha dahi de defa değil diye diğer doksan dokuz dolayı dolayısıyla dört edecek eden ederek edilecek ediliyor edilmesi ediyor elli en etmesi etti ettiği ettiğini eğer gibi göre halen hangi hatta hem henüz hep hepsi her herhangi herkesin hiç hiçbir iki ile ilgili ise itibaren itibariyle için işte kadar karşın katrilyon kendi kendilerine kendini kendisi kendisine kendisini kez ki kim kimden kime kimi kimse kırk milyar milyon mu mü mı nasıl ne neden nedenle nerde nerede nereye niye niçin o olan olarak oldu olduklarını olduğu olduğunu olmadı olmadığı olmak olması olmayan olmaz olsa olsun olup olur olursa oluyor on ona ondan onlar onlardan onları onların onu onun otuz oysa pek rağmen sadece sanki sekiz seksen sen senden seni senin siz sizden sizi sizin tarafından trilyon tüm var vardı ve veya ya yani yapacak yapmak yaptı yaptıkları yaptığı yaptığını yapılan yapılması yapıyor yedi yerine yetmiş yine yirmi yoksa yüz zaten çok çünkü öyle üzere üç şey şeyden şeyi şeyler şu şuna şunda şundan şunları şunu şöyle".split(" ")),r.Pipeline.registerFunction(r.tr.stopWordFilter,"stopWordFilter-tr")}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.vi.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.vi.min.js
new file mode 100644
index 00000000..22aed28c
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.vi.min.js
@@ -0,0 +1 @@
+!function(e,r){"function"==typeof define&&define.amd?define(r):"object"==typeof exports?module.exports=r():r()(e.lunr)}(this,function(){return function(e){if(void 0===e)throw new Error("Lunr is not present. Please include / require Lunr before this script.");if(void 0===e.stemmerSupport)throw new Error("Lunr stemmer support is not present. Please include / require Lunr stemmer support before this script.");e.vi=function(){this.pipeline.reset(),this.pipeline.add(e.vi.stopWordFilter,e.vi.trimmer)},e.vi.wordCharacters="[A-Za-ẓ̀͐́͑̉̃̓ÂâÊêÔôĂ-ăĐ-đƠ-ơƯ-ư]",e.vi.trimmer=e.trimmerSupport.generateTrimmer(e.vi.wordCharacters),e.Pipeline.registerFunction(e.vi.trimmer,"trimmer-vi"),e.vi.stopWordFilter=e.generateStopWordFilter("là cái nhưng mà".split(" "))}});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/min/lunr.zh.min.js b/0.11.1/assets/javascripts/lunr/min/lunr.zh.min.js
new file mode 100644
index 00000000..fda66e9c
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/min/lunr.zh.min.js
@@ -0,0 +1 @@
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diff --git a/0.11.1/assets/javascripts/lunr/tinyseg.js b/0.11.1/assets/javascripts/lunr/tinyseg.js
new file mode 100644
index 00000000..167fa6dd
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/tinyseg.js
@@ -0,0 +1,206 @@
+/**
+ * export the module via AMD, CommonJS or as a browser global
+ * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js
+ */
+;(function (root, factory) {
+    if (typeof define === 'function' && define.amd) {
+        // AMD. Register as an anonymous module.
+        define(factory)
+    } else if (typeof exports === 'object') {
+        /**
+         * Node. Does not work with strict CommonJS, but
+         * only CommonJS-like environments that support module.exports,
+         * like Node.
+         */
+        module.exports = factory()
+    } else {
+        // Browser globals (root is window)
+        factory()(root.lunr);
+    }
+}(this, function () {
+    /**
+     * Just return a value to define the module export.
+     * This example returns an object, but the module
+     * can return a function as the exported value.
+     */
+
+    return function(lunr) {
+        // TinySegmenter 0.1 -- Super compact Japanese tokenizer in Javascript
+        // (c) 2008 Taku Kudo <taku@chasen.org>
+        // TinySegmenter is freely distributable under the terms of a new BSD licence.
+        // For details, see http://chasen.org/~taku/software/TinySegmenter/LICENCE.txt
+
+        function TinySegmenter() {
+          var patterns = {
+            "[一二三四五六七八九十百千万億兆]":"M",
+            "[一-龠々〆ヵヶ]":"H",
+            "[ぁ-ん]":"I",
+            "[ァ-ヴーｱ-ﾝﾞｰ]":"K",
+            "[a-zA-Zａ-ｚＡ-Ｚ]":"A",
+            "[0-9０-９]":"N"
+          }
+          this.chartype_ = [];
+          for (var i in patterns) {
+            var regexp = new RegExp(i);
+            this.chartype_.push([regexp, patterns[i]]);
+          }
+
+          this.BIAS__ = -332
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+          this.UW4__ = {",":3930,".":3508,"―":-4841,"、":3930,"。":3508,"〇":4999,"「":1895,"」":3798,"〓":-5156,"あ":4752,"い":-3435,"う":-640,"え":-2514,"お":2405,"か":530,"が":6006,"き":-4482,"ぎ":-3821,"く":-3788,"け":-4376,"げ":-4734,"こ":2255,"ご":1979,"さ":2864,"し":-843,"じ":-2506,"す":-731,"ず":1251,"せ":181,"そ":4091,"た":5034,"だ":5408,"ち":-3654,"っ":-5882,"つ":-1659,"て":3994,"で":7410,"と":4547,"な":5433,"に":6499,"ぬ":1853,"ね":1413,"の":7396,"は":8578,"ば":1940,"ひ":4249,"び":-4134,"ふ":1345,"へ":6665,"べ":-744,"ほ":1464,"ま":1051,"み":-2082,"む":-882,"め":-5046,"も":4169,"ゃ":-2666,"や":2795,"ょ":-1544,"よ":3351,"ら":-2922,"り":-9726,"る":-14896,"れ":-2613,"ろ":-4570,"わ":-1783,"を":13150,"ん":-2352,"カ":2145,"コ":1789,"セ":1287,"ッ":-724,"ト":-403,"メ":-1635,"ラ":-881,"リ":-541,"ル":-856,"ン":-3637,"・":-4371,"ー":-11870,"一":-2069,"中":2210,"予":782,"事":-190,"井":-1768,"人":1036,"以":544,"会":950,"体":-1286,"作":530,"側":4292,"先":601,"党":-2006,"共":-1212,"内":584,"円":788,"初":1347,"前":1623,"副":3879,"力":-302,"動":-740,"務":-2715,"化":776,"区":4517,"協":1013,"参":1555,"合":-1834,"和":-681,"員":-910,"器":-851,"回":1500,"国":-619,"園":-1200,"地":866,"場":-1410,"塁":-2094,"士":-1413,"多":1067,"大":571,"子":-4802,"学":-1397,"定":-1057,"寺":-809,"小":1910,"屋":-1328,"山":-1500,"島":-2056,"川":-2667,"市":2771,"年":374,"庁":-4556,"後":456,"性":553,"感":916,"所":-1566,"支":856,"改":787,"政":2182,"教":704,"文":522,"方":-856,"日":1798,"時":1829,"最":845,"月":-9066,"木":-485,"来":-442,"校":-360,"業":-1043,"氏":5388,"民":-2716,"気":-910,"沢":-939,"済":-543,"物":-735,"率":672,"球":-1267,"生":-1286,"産":-1101,"田":-2900,"町":1826,"的":2586,"目":922,"省":-3485,"県":2997,"空":-867,"立":-2112,"第":788,"米":2937,"系":786,"約":2171,"経":1146,"統":-1169,"総":940,"線":-994,"署":749,"者":2145,"能":-730,"般":-852,"行":-792,"規":792,"警":-1184,"議":-244,"谷":-1000,"賞":730,"車":-1481,"軍":1158,"輪":-1433,"込":-3370,"近":929,"道":-1291,"選":2596,"郎":-4866,"都":1192,"野":-1100,"銀":-2213,"長":357,"間":-2344,"院":-2297,"際":-2604,"電":-878,"領":-1659,"題":-792,"館":-1984,"首":1749,"高":2120,"｢":1895,"｣":3798,"･":-4371,"ｯ":-724,"ｰ":-11870,"ｶ":2145,"ｺ":1789,"ｾ":1287,"ﾄ":-403,"ﾒ":-1635,"ﾗ":-881,"ﾘ":-541,"ﾙ":-856,"ﾝ":-3637};
+          this.UW5__ = {",":465,".":-299,"1":-514,"E2":-32768,"]":-2762,"、":465,"。":-299,"「":363,"あ":1655,"い":331,"う":-503,"え":1199,"お":527,"か":647,"が":-421,"き":1624,"ぎ":1971,"く":312,"げ":-983,"さ":-1537,"し":-1371,"す":-852,"だ":-1186,"ち":1093,"っ":52,"つ":921,"て":-18,"で":-850,"と":-127,"ど":1682,"な":-787,"に":-1224,"の":-635,"は":-578,"べ":1001,"み":502,"め":865,"ゃ":3350,"ょ":854,"り":-208,"る":429,"れ":504,"わ":419,"を":-1264,"ん":327,"イ":241,"ル":451,"ン":-343,"中":-871,"京":722,"会":-1153,"党":-654,"務":3519,"区":-901,"告":848,"員":2104,"大":-1296,"学":-548,"定":1785,"嵐":-1304,"市":-2991,"席":921,"年":1763,"思":872,"所":-814,"挙":1618,"新":-1682,"日":218,"月":-4353,"査":932,"格":1356,"機":-1508,"氏":-1347,"田":240,"町":-3912,"的":-3149,"相":1319,"省":-1052,"県":-4003,"研":-997,"社":-278,"空":-813,"統":1955,"者":-2233,"表":663,"語":-1073,"議":1219,"選":-1018,"郎":-368,"長":786,"間":1191,"題":2368,"館":-689,"１":-514,"Ｅ２":-32768,"｢":363,"ｲ":241,"ﾙ":451,"ﾝ":-343};
+          this.UW6__ = {",":227,".":808,"1":-270,"E1":306,"、":227,"。":808,"あ":-307,"う":189,"か":241,"が":-73,"く":-121,"こ":-200,"じ":1782,"す":383,"た":-428,"っ":573,"て":-1014,"で":101,"と":-105,"な":-253,"に":-149,"の":-417,"は":-236,"も":-206,"り":187,"る":-135,"を":195,"ル":-673,"ン":-496,"一":-277,"中":201,"件":-800,"会":624,"前":302,"区":1792,"員":-1212,"委":798,"学":-960,"市":887,"広":-695,"後":535,"業":-697,"相":753,"社":-507,"福":974,"空":-822,"者":1811,"連":463,"郎":1082,"１":-270,"Ｅ１":306,"ﾙ":-673,"ﾝ":-496};
+          
+          return this;
+        }
+        TinySegmenter.prototype.ctype_ = function(str) {
+          for (var i in this.chartype_) {
+            if (str.match(this.chartype_[i][0])) {
+              return this.chartype_[i][1];
+            }
+          }
+          return "O";
+        }
+
+        TinySegmenter.prototype.ts_ = function(v) {
+          if (v) { return v; }
+          return 0;
+        }
+
+        TinySegmenter.prototype.segment = function(input) {
+          if (input == null || input == undefined || input == "") {
+            return [];
+          }
+          var result = [];
+          var seg = ["B3","B2","B1"];
+          var ctype = ["O","O","O"];
+          var o = input.split("");
+          for (i = 0; i < o.length; ++i) {
+            seg.push(o[i]);
+            ctype.push(this.ctype_(o[i]))
+          }
+          seg.push("E1");
+          seg.push("E2");
+          seg.push("E3");
+          ctype.push("O");
+          ctype.push("O");
+          ctype.push("O");
+          var word = seg[3];
+          var p1 = "U";
+          var p2 = "U";
+          var p3 = "U";
+          for (var i = 4; i < seg.length - 3; ++i) {
+            var score = this.BIAS__;
+            var w1 = seg[i-3];
+            var w2 = seg[i-2];
+            var w3 = seg[i-1];
+            var w4 = seg[i];
+            var w5 = seg[i+1];
+            var w6 = seg[i+2];
+            var c1 = ctype[i-3];
+            var c2 = ctype[i-2];
+            var c3 = ctype[i-1];
+            var c4 = ctype[i];
+            var c5 = ctype[i+1];
+            var c6 = ctype[i+2];
+            score += this.ts_(this.UP1__[p1]);
+            score += this.ts_(this.UP2__[p2]);
+            score += this.ts_(this.UP3__[p3]);
+            score += this.ts_(this.BP1__[p1 + p2]);
+            score += this.ts_(this.BP2__[p2 + p3]);
+            score += this.ts_(this.UW1__[w1]);
+            score += this.ts_(this.UW2__[w2]);
+            score += this.ts_(this.UW3__[w3]);
+            score += this.ts_(this.UW4__[w4]);
+            score += this.ts_(this.UW5__[w5]);
+            score += this.ts_(this.UW6__[w6]);
+            score += this.ts_(this.BW1__[w2 + w3]);
+            score += this.ts_(this.BW2__[w3 + w4]);
+            score += this.ts_(this.BW3__[w4 + w5]);
+            score += this.ts_(this.TW1__[w1 + w2 + w3]);
+            score += this.ts_(this.TW2__[w2 + w3 + w4]);
+            score += this.ts_(this.TW3__[w3 + w4 + w5]);
+            score += this.ts_(this.TW4__[w4 + w5 + w6]);
+            score += this.ts_(this.UC1__[c1]);
+            score += this.ts_(this.UC2__[c2]);
+            score += this.ts_(this.UC3__[c3]);
+            score += this.ts_(this.UC4__[c4]);
+            score += this.ts_(this.UC5__[c5]);
+            score += this.ts_(this.UC6__[c6]);
+            score += this.ts_(this.BC1__[c2 + c3]);
+            score += this.ts_(this.BC2__[c3 + c4]);
+            score += this.ts_(this.BC3__[c4 + c5]);
+            score += this.ts_(this.TC1__[c1 + c2 + c3]);
+            score += this.ts_(this.TC2__[c2 + c3 + c4]);
+            score += this.ts_(this.TC3__[c3 + c4 + c5]);
+            score += this.ts_(this.TC4__[c4 + c5 + c6]);
+        //  score += this.ts_(this.TC5__[c4 + c5 + c6]);    
+            score += this.ts_(this.UQ1__[p1 + c1]);
+            score += this.ts_(this.UQ2__[p2 + c2]);
+            score += this.ts_(this.UQ3__[p3 + c3]);
+            score += this.ts_(this.BQ1__[p2 + c2 + c3]);
+            score += this.ts_(this.BQ2__[p2 + c3 + c4]);
+            score += this.ts_(this.BQ3__[p3 + c2 + c3]);
+            score += this.ts_(this.BQ4__[p3 + c3 + c4]);
+            score += this.ts_(this.TQ1__[p2 + c1 + c2 + c3]);
+            score += this.ts_(this.TQ2__[p2 + c2 + c3 + c4]);
+            score += this.ts_(this.TQ3__[p3 + c1 + c2 + c3]);
+            score += this.ts_(this.TQ4__[p3 + c2 + c3 + c4]);
+            var p = "O";
+            if (score > 0) {
+              result.push(word);
+              word = "";
+              p = "B";
+            }
+            p1 = p2;
+            p2 = p3;
+            p3 = p;
+            word += seg[i];
+          }
+          result.push(word);
+
+          return result;
+        }
+
+        lunr.TinySegmenter = TinySegmenter;
+    };
+
+}));
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/lunr/wordcut.js b/0.11.1/assets/javascripts/lunr/wordcut.js
new file mode 100644
index 00000000..0d898c9e
--- /dev/null
+++ b/0.11.1/assets/javascripts/lunr/wordcut.js
@@ -0,0 +1,6708 @@
+(function(f){if(typeof exports==="object"&&typeof module!=="undefined"){module.exports=f()}else if(typeof define==="function"&&define.amd){define([],f)}else{var g;if(typeof window!=="undefined"){g=window}else if(typeof global!=="undefined"){g=global}else if(typeof self!=="undefined"){g=self}else{g=this}(g.lunr || (g.lunr = {})).wordcut = f()}})(function(){var define,module,exports;return (function e(t,n,r){function s(o,u){if(!n[o]){if(!t[o]){var a=typeof require=="function"&&require;if(!u&&a)return a(o,!0);if(i)return i(o,!0);var f=new Error("Cannot find module '"+o+"'");throw f.code="MODULE_NOT_FOUND",f}var l=n[o]={exports:{}};t[o][0].call(l.exports,function(e){var n=t[o][1][e];return s(n?n:e)},l,l.exports,e,t,n,r)}return n[o].exports}var i=typeof require=="function"&&require;for(var o=0;o<r.length;o++)s(r[o]);return s})({1:[function(require,module,exports){
+var _ = require("underscore");
+
+var Acceptors = {
+  creators: null,
+  current: null,
+  tag: null,
+
+  init: function() {
+    this.creators = [];
+    this.current = [];
+    this.tag = {};
+  },
+
+  reset: function() {
+    this.current = [];
+    this.tag = {}
+  },
+
+  transit: function(ch) {
+    var self = this;
+
+    self.creators.forEach(function(creator) {
+      var acceptor = creator.createAcceptor(self.tag);
+      if (acceptor) 
+        self.current.push(acceptor);
+    });
+    
+    var _current = [];
+    self.tag = {};
+
+    for (var i = 0; i < self.current.length; i++) {
+      var _acceptor = self.current[i]
+        , acceptor = _acceptor.transit(ch);
+      
+      if (!acceptor.isError) {
+        _current.push(acceptor);
+        self.tag[acceptor.tag] = acceptor;
+      }
+    }
+    self.current = _current;
+
+  },
+
+  getFinalAcceptors: function() {    
+    return this.current.filter(function(acceptor) {
+      return acceptor.isFinal;
+    });
+  }
+};
+
+module.exports = function() {
+  var acceptors = _.clone(Acceptors);
+  acceptors.init();
+  return acceptors;
+};
+
+},{"underscore":25}],2:[function(require,module,exports){
+(function (__dirname){
+
+var LEFT = 0;
+var RIGHT = 1;
+var path = require("path");
+var glob = require("glob");
+
+var WordcutDict = {
+
+
+  init: function (dictPathFile, withDefault, words) {
+    withDefault = withDefault || false
+    var defaultDict = path.normalize(__dirname + "/..") + "/data/tdict-*.txt";
+    this.dict=[]
+    var dictPathIsDefined = dictPathFile !== undefined
+    var dictPath = (withDefault || !dictPathIsDefined) ? [defaultDict]: [];
+    var dictPathFile = dictPathFile || defaultDict
+
+    if(dictPathIsDefined){
+      if (Array.isArray(dictPathFile)) {
+        dictPath.concat.apply(dictPath, dictPathFile);
+      } else {
+        dictPath.push(dictPathFile)
+      }
+    }
+
+    this.addFiles(dictPath, false)
+
+    if(words!==undefined){
+      this.addWords(words, false)
+    }
+    this.finalizeDict();
+  },
+
+  addWords: function(words, finalize){
+    finalize = finalize===undefined || finalize;
+    this.dict.push.apply(this.dict, words)
+    if(finalize){
+      this.finalizeDict();
+    }
+  },
+
+  finalizeDict: function(){
+    this.dict = this.sortuniq(this.dict);
+  },
+
+  addFiles: function(files, finalize){
+    finalize = finalize===undefined || finalize;
+    
+    for (var i = 0; i < 1; i++) {
+      var words = "ก.ก.\nก.ก.น.\nก.ข.ค.\nก.ค.\nก.จ.\nก.ช.น.\nก.ฌ.\nก.ต.\nก.ต.ง.\nก.ต.ช.\nก.ตร.\nก.ท.\nก.น.ช.\nก.บช.\nก.บถ.\nก.ป.ส.\nก.พ.\nก.ม.\nก.ย.\nก.ร.\nก.ล.ต.\nก.ว.\nก.ศ.ว.\nก.ส.ท.\nก.ส.ธ.\nก.ส.อ.\nก.อ.\nกก.ตชด.\nกก.ตร.น.\nกก.ภ.จว.\nกก.รสช.\nกกบ.ขส.ทบ.\nกกล.รพน.\nกง.กห.\nกง.ทบ.\nกง.ทร.\nกซข.ป.\nกซม.ป.\nกทม.กรุงเทพมหานคร\nกบ.ทบ.\nกป.สป.\nกพ.ทบ.\nกพ.ทร.\nกพ.ทหาร\nกร.ทบ.\nกรป.กลาง\nกรอ.พอ.\nกศ.ด.\nกศ.บ.\nกศ.บป.\nกศ.ม.\nกษ.ด.\nกษ.บ.\nกษ.ม.\nกส.ด.\nกส.ทบ.\nกส.บ.\nกส.ม.\nกอ.ปค.\nกอ.รพน.\nกอ.รมน.\nกอ.รสต.\nข.ต.ว.\nขว.ทบ.\nขว.ทร.\nขว.ทหาร\nขส.ทบ.\nขส.ทร.\nขส.ทอ.\nค.ด.\nค.บ.\nค.พ.ศ.\nค.ม.\nค.ร.น.\nค.ร.ฟ.\nค.ร.ม.\nค.ศ.\nค.อ.ด.\nค.อ.บ.\nค.อ.ม.\nคศ.ด.\nคศ.บ.\nคศ.ม.\nง.ด.\nจ.จ.\nจ.จ.จ.\nจ.ช.\nจ.ต.\nจ.ท.\nจ.ป.ร.\nจ.ม.\nจ.ศ.\nจ.ส.ต.\nจ.ส.ท.\nจ.ส.อ.\nจ.อ.\nจ.อ.ร.\nจ.๑๘\nจก.ธน.\nจก.สน.\nช.ค.\nช.ค.บ.\nช.พ.ค.\nช.ส.\nช.ส.ค.\nฌ.ป.ค.\nฌ.ศ.ร.\nฌ.ส.อ.\nฐท.สห.\nด.ช.\nด.ญ.\nด.ต.\nด.ศ.ค.\nด.ศ.ร.\nดย.ทร.\nต.ก.\nต.ค.\nต.จ.\nต.จ.ว.\nต.ช.\nต.ต.\nต.บ.\nต.ม.\nต.ร.\nต.ศ.ร.\nต.ห.\nต.อ.\nต.อ.จ.\nตร.กม.\nตร.ซม.\nตร.ต.\nตร.ทล.\nตร.น.\nตร.ปม.\nตร.ภ.\nตร.ม.\nตร.รฟ.\nตร.ว.\nตร.ส.\nตร.สข.\nท.จ.\nท.จ.ว.\nท.ช.\nท.ญ.\nท.ด.\nท.ท.ท.\nท.ทบ.\nท.บ.\nท.พ.\nท.ม.\nท.ศ.\nทก.ด.\nทก.บ.\nทก.ม.\nทส.ปช.\nทส.รมว.กห.\nทุ.ส.นิ.ม.\nธ.ก.ส.\nธ.ค.\nธ.ญ\nธ.บ.\nน.ช.\nน.ญ.\nน.ด.\nน.ต.\nน.ท.\nน.น.\nน.บ.\nน.บ.ท.\nน.ป.ท.\nน.พ.\nน.ม.\nน.ร.\nน.ว.\nน.ศ.\nน.ส.\nน.ส.พ.\nน.ส.๓\nน.สพ.\nน.อ.\nนปพ.ภ.\nนศ.ด.\nนศ.บ.\nนศ.ม.\nบ.ก.\nบ.ข.ส.\nบ.ช.\nบ.ด.ท.\nบ.ตร.\nบ.ภ.\nบ.ม.\nบก.จร.\nบก.ตชด.\nบก.ตม.\nบก.ทล.\nบก.น.\nบก.ป.\nบก.ปค.\nบก.ปม.\nบก.ภ.เขต\nบก.รน.\nบก.รฟ.\nบก.ร้อย.ตชด.\nบก.ส.\nบกข.ป.\nบจพ.ป.\nบช.ก.\nบช.ด.\nบช.ตชด.\nบช.น.\nบช.บ.\nบช.ปส.\nบช.ภ.\nบช.ม.\nบชท.ป.\nบชน.ป.\nบชส.ป.\nบธ.ด.\nบธ.บ.\nบธ.ม.\nบนท.ป.\nบนอ.ป.\nบปช.ป.\nป.กท.\nป.กศ.\nป.กศ.สูง\nป.จ.\nป.จ.ว.\nป.ช.\nป.ธ.\nป.ป.\nป.ป.ก.\nป.ป.ช.\nป.ป.ป.\nป.ป.ร.\nป.ป.ส.\nป.พ.\nป.พ.พ.\nป.พย.\nป.ม.\nป.ม.ก.\nป.ม.ช.\nป.ม.ธ.\nป.ม.ศ.\nป.ม.อ.\nป.ร.ร.๔\nป.ร.ร.๕\nป.ร.ร.๖\nป.ล.\nป.ว.พ.\nป.วิ.อ.\nป.ส.ส.\nป.อ.\nป.อ.ร.ส.\nป.๑\nปม.วส.\nปอ.พ.\nผกก.ภ.\nผช.ผอ.\nผต.มท.\nผบ.ตร.\nผบ.ทบ.\nผบ.ทร.\nผบ.ทสส.\nผบ.ทอ.\nผบก.น.\nผบก.ป.\nผบก.ปค.\nผบก.ปม.\nผบก.ภ.\nผบช.ก.\nผบช.ตชด.\nผบช.น.\nผบช.ภ.\nผว.กทม.\nผอ.ปจ.\nพ.ก.ง.\nพ.กศ.\nพ.ข.ต.\nพ.ค.\nพ.ค.ช.\nพ.ค.ว.\nพ.ค.ศ.\nพ.จ.ต.\nพ.จ.ท.\nพ.จ.อ.\nพ.ช.\nพ.ช.ค.\nพ.ด.\nพ.ต.\nพ.ต.ต.\nพ.ต.ท.\nพ.ต.อ.\nพ.ต.อ.พิเศษ\nพ.ท.\nพ.บ.\nพ.ป.\nพ.ภ.ม.\nพ.ม.\nพ.ม.ช.\nพ.ย.\nพ.ร.ก.\nพ.ร.ฎ.\nพ.ร.ต.\nพ.ร.ธ.\nพ.ร.บ.\nพ.ศ.\nพ.ศ.บ.\nพ.ส.ร.\nพ.ส.ล.\nพ.อ.\nพ.อ.ต.\nพ.อ.ท.\nพ.อ.พิเศษ\nพ.อ.อ.\nพณ.ด.\nพณ.บ.\nพณ.ม.\nพธ.ด.\nพธ.บ.\nพธ.ม.\nพบ.ด.\nพบ.บ.\nพบ.ม.\nพย.ด.\nพย.บ.\nพย.ม.\nพล.จ.\nพล.ต.\nพล.ต.จ.\nพล.ต.ต.\nพล.ต.ท.\nพล.ต.อ.\nพล.ท.\nพล.ปตอ.\nพล.ม.\nพล.ม.๒\nพล.ร.จ.\nพล.ร.ต.\nพล.ร.ท.\nพล.ร.อ.\nพล.อ.\nพล.อ.จ.\nพล.อ.ต.\nพล.อ.ท.\nพล.อ.อ.\nพลา.ทร.\nพศ.ด.\nพศ.บ.\nพศ.ม.\nพอ.สว.\nภ.ง.ด.\nภ.ง.ด.๙\nภ.ด.\nภ.บ.\nภ.บ.ท.๕\nภ.ป.ร.\nภ.พ.\nภ.ม.\nภ.สถ.บ.\nม.ค.\nม.จ.\nม.ป.ท.\nม.ป.ป.\nม.ป.พ.\nม.ร.ว.\nม.ศ.\nม.อ.\nม.อ.ปัตตานี\nมิ.ย.\nมี.ค.\nยศ.ทบ.\nยศ.ทร.\nยศ.ทอ.\nร.ง.\nร.ด.\nร.ต.\nร.ต.ต.\nร.ต.ท.\nร.ต.อ.\nร.ท.\nร.น.\nร.บ.\nร.พ.\nร.ฟ.ล.\nร.ย.ล.\nร.ย.ส.ท.\nร.ล.\nร.ศ.\nร.ส.พ.\nร.อ.\nรป.ม.\nรร.จปร.\nรร.จอ.\nรร.ชท.\nรร.ตท.\nรร.นร.\nรร.นรต.\nรร.นอ.\nล.ญ.\nล.ว.\nลส.ชบ.\nว.ค.\nว.ฉ.\nว.ช.\nว.ด.ป.\nว.ป.ถ.\nวท.บ.\nศ.บ.\nศ.ป.ก.\nศ.ศ.ป.\nศฝร.ภ.\nศศ.บ.\nศษ.บ.\nศส.บ.\nส.ก.\nส.ก.ศ.ท.\nส.ค.\nส.ค.1\nส.ค.ร.\nส.ค.ส.\nส.ต.\nส.ต.ต.\nส.ต.ท.\nส.ต.อ.\nส.ท.\nส.ทร.\nส.ป.ช.\nส.ป.ส.ท.\nส.ป.อ.\nส.ร.\nส.ล.น.\nส.ว.\nส.ว.ท.\nส.ว.ส.ท.\nส.ส.\nส.ส.ท.\nส.ส.ร.\nส.ห.\nส.อ.\nสถ.บ.\nสนง.สสอ.\nสพ.ญ.\nสพ.บ.\nสว.จร.\nสว.ธร.\nสว.ส.\nสว.สป.\nสว.สส.\nสว.อก.\nสส.บ.\nสุ.จิ.ปุ.ลิ.\nห.ร.ม.\nอ.ก.ค.\nอ.ก.จ.\nอ.จ.\nอ.ช.พ.\nอ.ตร.\nอ.บ.\nอ.ส.ท.\nอ.ส.ม.ท.\nอ.ส.ย.\nอ.อ.ป.\nอส.รด.\nอุ.อา.ก.ส.\nฮ.จ.\nฮ.ท.\nฮ.ฝ.\nฮ.ล.\nฮ.ศ.\nเม.ย.\n\nกรีนิช\nกลันตัน\nกัลกัตตา\nกัวลาลัมเปอร์\nกัศมีร์\nกาฐมาณฑุ\nโกลกาตา\nควิเบก\nคอนเนตทิคัต\nคาบูล\nคุชราต\nคุนหมิง\nเคนตักกี\nเคนทักกี\nเคมบริดจ์\nแคชเมียร์\nแคนซัส\nแคนเบอร์รา\nแคโรไลนา\nแคลิฟอร์เนีย\nโคเปนเฮเกน\nโคลัมโบ\nโคโลราโด\nไครสต์เชิร์ช\nไคโร\nจาการ์ตา\nจำปาศักดิ์\nเจนไน\nเจนีวา\nเจ้อเจียง\nฉงชิ่ง\nเฉิงตู\nชานตง\nชิคาโก\nเชนไน\nเชอร์โนบิล\nซัปโปโร\nซานมารีโน\nซาบาห์\nซาราเยโว\nซาราวัก\nซิดนีย์\nซีอาน\nซีแอตเทิล\nซูริก\nซูริค\nเซเชลส์\nเซนได\nเซี่ยงไฮ้\nโซเฟีย\nโซล\nโซโลมอน\nไซ่ง่อน\nไซบีเรีย\nดัลลัส\nดาโคตา\nดานัง\nดีทรอยต์\nดูไบ\nเดนเวอร์\nเดลาแวร์\nเดียนเบียนฟู\nโดเวอร์\nโดฮา\nไดฟุกุ\nไดฟูกุ\nตรังกานู\nตริโปลี\nตูวาลู\nเตหะราน\nโตเกียว\nโตรอนโต\nทมิฬนาฑู\nทริโปลี\nทิเบต\nเทกซัส\nเท็กซัส\nเทนเนสซี\nเทลอาวีฟ\nแทสเมเนีย\nโทรอนโต\nไทเป\nธากา\nนางาซากิ\nนาริตะ\nนิวเจอร์ซีย์\nนิวเดลี\nนิวยอร์ก\nนิวยอร์ค\nนิวแฮมป์เชียร์\nเนบราสกา\nเนแบรสกา\nเนวาดา\nบรัสเซลส์\nบราซิเลีย\nบอมเบย์\nบอสตัน\nบังกาลอร์\nบังคาลอร์\nบูคาเรสต์\nบูดาเปสต์\nเบงกาซี\nเบนกาซี\nเบรุต\nเบลเกรด\nเบอร์ลิน\nแบกแดด\nปอยเปต\nปะลิส\nปะหัง\nปักกิ่ง\nปัญจาบ\nปัฏนา\nปารีส\nปีนัง\nเประ\nเปียงยาง\nพนมเปญ\nพระตะบอง\nพะโค\nพะสิม\nพาราณสี\nพิหารี\nเพนซิลวาเนีย\nเพนซิลเวเนีย\nฟรานซ์\nฟลอริดา\nฟิลาเดลเฟีย\nฟุกุชิมะ\nฟุกุชิมา\nฟุกุโอกะ\nฟูกูโอกะ\nแฟรงก์เฟิร์ต\nมอสโก\nมะนิลา\nมะละแหม่ง\nมัณฑะเลย์\nมัทราส\nมาดริด\nมิชิแกน\nมินนิโซตา\nมิยางิ\nมิลาน\nมิวนิก\nมิสซูรี\nมุมไบ\nเมน\nเมลเบิร์น\nเมาะตะมะ\nเมาะลำเลิง\nแมนจูเรีย\nแมนเชสเตอร์\nแมนฮัตตัน\nแมริแลนด์\nแมรีแลนด์\nแมสซาชูเซตส์\nยะไข่\nย่างกุ้ง\nยูทาห์\nยูนนาน\nเยรูซาเล็ม\nโยโกฮามา\nริยาด\nรีโอเดจาเนโร\nโรดไอแลนด์\nลอนดอน\nลอสแองเจลิส\nลาปาซ\nลาสเวกัส\nลิสบอน\nลุยเซียนา\nโลซาน\nโลซานน์\nวอชิงตัน\nวอร์ซอ\nวิสคอนซิน\nเวนิส\nเวลส์\nเวอร์จิเนีย\nเวอร์มอนต์\nเวียงจันทน์\nเวียนนา\nแวนคูเวอร์\nไวโอมิง\nสกอตแลนด์\nสก็อตแลนด์\nสตอกโฮล์ม\nสลังงอร์\nเสฉวน\nเสียมราฐ\nเสียมเรียบ\nหงสา\nหงสาวดี\nหนานไห่\nหลวงพระบาง\nหูเป่ย\nหูเป่ย์\nหูหนาน\nเหอเป่ย\nเหอเป่ย์\nเหอหนาน\nอชันตา\nอลาสกา\nอวันตี\nออริกอน\nออสโล\nอะแลสกา\nอัตตะปือ\nอัมมาน\nอัมสเตอร์ดัม\nอัสสัม\nอาบูดาบี\nอาร์คันซอ\nอินเดียนา\nอิบารากิ\nอิลลินอยส์\nอิสตันบูล\nอิสลามาบัด\nอุรุมชี\nอูลานบาตอร์\nเอดินบะระ\nเอเธนส์\nแอตแลนตา\nแอริโซนา\nแอลเจียร์\nโอคลาโฮมา\nโอค็อตสค์\nโอกินาวา\nโอซากา\nโอริสสา\nโอเรกอน\nโอไฮโอ\nไอดาโฮ\nไอโอวา\nฮอนโนลูลู\nฮานอย\nฮาเนดะ\nฮาราเร\nฮาวาย\nฮิโรชิมา\nฮุสตัน\nเฮลซิงกิ\n\nมกรา\nกุมภา\nมีนา\nเมษา\nพฤษภา\nมิถุนา\nกรกฎา\nสิงหา\nกันยา\nตุลา\nพฤศจิกา\nธันวา\nเอ\nบี\nซี\nดี\nอี\nเอฟ\nจี\nเอช\nไอ\nเจ\nเค\nแอล\nเอ็ม\nเอ็น\nโอ\nพี\nคิว\nอาร์\nเอส\nที\nยู\nวี\nดับเบิล\nดับบลิว\nเอ็กซ์\nเอ๊กซ์\nวาย\nแซด\nแอลฟา\nแอลฟ่า\nเบตา\nเบต้า\nแกมมา\nแกมม่า\nเดลตา\nเดลต้า\nโอเมกา\nโอเมก้า\nเมกะ\nกิกะ\nนาโน\nไมโคร\n\nกรรมาชน\nกรอบรูป\nกระดี๊กระด๊า\nกระบับ\nกราวนด์\nกรีน\nกรุ๊ป\nกฤษณ์\nกลาส\nก๊วน\nกษัตริยา\nกษัตริยาธิราช\nก่อนหน้า\nกะบับ\nกับดัก\nกัมมันตะ\nก๊าก\nก๋ากั่น\nกาญจน์\nกาญจนาภิเษก\nกามิกาเซ่\nการันตี\nกาหลิบ\nกิฟท์\nกิมจิ\nกีวี\nกึ๊ก\nกึ๋ย\nกุนซือ\nกุมภาพันธ์\nกู๋\nเกจิ\nเกมส์\nเกย์\nเกรด\nเกรย์\nเกสต์เฮาส์\nเก๊ะ\nเก๋ากี้\nเกิร์ล\nแกงค์\nแกรนด์\nแกสโซฮอล์\nแก๊สโซฮอล์\nโกเต็กซ์\nโกลด์\nโกะ\nโก๊ะ\nไกด์\nขั้นตอน\nเขวี้ยง\nคณาญาติ\nครัวซอง\nครัวซองต์\nคร่ำครวญ\nครีเอทีฟ\nครูเสด\nคลับ\nคลาสสิก\nคลิตอริส\nคลิป\nความหมาย\nควิก\nควีน\nคองเกรส\nคอนซูเมอร์\nคอนเซปต์\nคอนเซ็ปต์\nคอนโด\nคอนโดมิเนียม\nคอนเทนเนอร์\nคอนแทค\nคอนแท็ค\nคอนโทรล\nคอนเฟิร์ม\nคอปเตอร์\nคอมพ์\nคอมเพล็กซ์\nคอมมอนส์\nคอมเมนท์\nคอมเมนต์\nคอร์ป\nคอร์ปอเรชั่น\nคอร์รัปชัน\nคอร์รัปชั่น\nคอรัปชัน\nคอรัปชั่น\nคอร์ส\nคอลเล็กชั่น\nคอลัมน์\nคอลัมนิสต์\nคัตเอาต์\nคันคาก\nคันถธุระ\nคันธาระ\nคันยิ\nคัสตาร์ด\nคาราโอเกะ\nคีตกวี\nคีตปฏิภาณ\nคีตราชัน\nคาปูชิโน\nคามิคาเซ่\nคาเฟ่\nคาร์\nคาร์โก้\nคาราเมล\nคาแรกเตอร์\nคาแร็กเตอร์\nคาแรคเตอร์\nคาแร็คเตอร์\nคาวบอย\nคาสิโน\nคิกขุ\nคิวบิก\nคูลเลอร์\nเคบับ\nเครป\nเคลม\nเคลียร์\nเคลื่อนย้าย\nเคส\nเคอร์ฟิว\nแคชเชียร์\nแคทวอล์ค\nแคนดิเดต\nแคนตาลูป\nแคนยอน\nแคนู\nแคป\nแคมป์\nแคมปัส\nแคมเปญ\nแคร์\nแครกเกอร์\nแคร็กเกอร์\nแครอท\nแคสต์\nแคสติง\nแคสติ้ง\nโค้ก\nโค้ช\nโคโยตี\nโคโยตี้\nโครนา\nโคอะล่า\nโคอาลา\nโคอาล่า\nไคลแมกซ์\nไคลแม็กซ์\nงั้น\nง่าว\nงี้\nเง็ง\nโง่เขลา\nไง\nจตุคาม\nจ๊อกกี้\nจอหงวน\nจังโก้\nจัมโบ้\nจ๊าบ\nจารกรรม\nจารชน\nจิ๊ก\nจิ๊กโก๋\nจิ๊กซอว์\nจิตพิสัย\nจิตเภท\nจีดีพี\nจึ๊ก\nจุ๊ย\nจูน\nจูเนียร์\nเจ๊\nเจได\nเจ็ต\nเจล\nเจ๊าะแจ๊ะ\nเจี๊ยว\nแจ็กเก็ต\nแจ๊กเก็ต\nแจ็กพอต\nแจ็กพ็อต\nแจ๊กพอต\nแจ๊กพ็อต\nแจม\nแจ๊ส\nโจ๋\nฉลุย\nเฉิ่ม\nชนะเลิศ\nช็อค\nช็อต\nช็อป\nช็อปปิ้ง\nช็อปเปอร์\nชะโนด\nชัตเตอร์\nชัวร์\nชาร์จ\nชาร์ต\nชาร์ป\nชินบัญชร\nชิฟฟอน\nชีส\nชีอะห์\nเช็ก\nเช็งเม้ง\nเชฟ\nเชลียร์\nเชอร์รี่\nแชเชือน\nแช่แข็ง\nแชมป์\nแชมปิยอง\nแชมเปญ\nแชมเปี้ยน\nแชมพู\nโชว์รูม\nโชห่วย\nใช้งาน\nไชน่า\nซ้อ\nซอมบี้\nซะ\nซังเต\nซันตาคลอส\nซัพพลาย\nซัพพลายเออร์\nซัมเมอร์\nซากุระ\nซาดิสต์\nซาดิสม์\nซาตาน\nซานตาคลอส\nซาฟารี\nซาบะ\nซามูไร\nซาร์\nซาร์ดีน\nซาเล้ง\nซิง\nซิ่ง\nซิงเกิล\nซิตี\nซิตี้\nซินโดรม\nซิม\nซิ้ม\nซิมโฟนี\nซิมโฟนี่\nซิลเวอร์\nซี้\nซี้ซั้ว\nซีดาน\nซีน\nซีนีเพล็กซ์\nซีเนียร์\nซีร็อกซ์\nซีรีส์\nซีเรียส\nซีอีโอ\nซื่อบื้อ\nซุนหนี่\nซุปเปอร์\nซูชิ\nซูเปอร์\nซูม\nซูโม่\nซูเอี๋ย\nซูฮก\nเซ็กซ์\nเซ็กซี่\nเซ็กส์\nเซนเซอร์\nเซ็นเซอร์\nเซนเตอร์\nเซ็นเตอร์\nเซ็นทรัล\nเซนส์\nเซ่นไหว้\nเซฟตี้\nเซรามิก\nเซลส์\nเซลส์แมน\nเซอร์\nเซอร์ไพรส์\nเซอร์วิส\nเซาท์\nเซี้ยว\nแซ็ก\nแซกโซโฟน\nแซ็กโซโฟน\nแซนด์วิช\nแซมบ้า\nแซลมอน\nแซว\nโซเชียล\nโซน\nโซนี่\nโซลาร์\nโซโล\nโซโล่\nญาณทัสสนะ\nดยุก\nดยุค\nดร็อป\nดรัมเมเยอร์\nดรามา\nดราม่า\nดอกเตอร์\nด็อกเตอร์\nดัมพ์\nดั๊มพ์\nดาวน์\nดิกชันนารี\nดิสเครดิต\nดีกรี\nดีเจ\nดีไซน์\nดีไซน์เนอร์\nดีไซเนอร์\nดีเบต\nดีพาร์ตเมนต์\nดีพาร์ตเมนท์\nดีพาร์ทเมนต์\nดีพาร์ทเมนท์\nดีมานด์\nดีล\nดีลเลอร์\nดีเลย์\nเดชานุภาพ\nเดบิต\nเดโม\nเดย์\nเด้อ\nเดอะ\nเด๊ะ\nเดี้ยง\nเดี๊ยะ\nแดนซ์\nแดนเซอร์\nแดรี่\nโดนัท\nโดมิโน\nโดรายากิ\nไดเอ็ต\nตถตา\nตนเอง\nตรวจทาน\nตรวจสอบ\nตอกย้ำ\nต๊อง\nต่อยอด\nต่อรอง\nตะหงิด\nตังค์\nตันเถียน\nตัวตน\nตัวเอง\nตาปรือ\nต้าอ่วย\nติงต๊อง\nติ๋ม\nติ่มซำ\nติว\nติวเตอร์\nตี๋\nตื้บ\nตุ๊ก\nตุ๊กตุ๊ก\nตุ๊ด\nตุ๋ย\nตู้เซฟ\nเต๊ะ\nเตี๊ยม\nแตงกวา\nแตงโม\nแต๋ว\nโต๋เต๋\nโต๊ะจีน\nไตรมาส\nถ่ายทำ\nถูกต้อง\nทงคัตสึ\nทริป\nทรู\nทอม\nท็อป\nทอร์นาโด\nทอล์ค\nทักซิโด\nทันตกรรม\nทันตแพทยศาสตร์\nทับซ้อน\nทัวร์\nทัวร์นาเมนต์\nทัวร์นาเมนท์\nทัวริสต์\nทาเลนต์\nทาวน์\nทาวน์เฮาส์\nทำงาน\nทิป\nทิพยสมบัติ\nทิวลิป\nทีรามิสุ\nทีวี\nทูน่า\nเท็กซ์\nเทค\nเทคโน\nเทคโนแครต\nเทควันโด\nเทป\nเทรด\nเทรนด์\nเทรนเนอร์\nเทรลเลอร์\nเทรลเล่อร์\nเทเลกราฟ\nเทวบัญชา\nเทวบุตร\nเทวา\nเทวาธิราช\nเทโวโรหนะ\nเทอร์โบ\nเที่ยงคืน\nเที่ยงวัน\nเทียมทาน\nแทกติค\nแทคติค\nแทงกั๊ก\nแทงโก้\nโทมาฮอก\nโทมาฮอว์ก\nโทมาฮอว์ค\nโทร\nโทรโข่ง\nไทม์\nไทยแลนด์\nไทเฮา\nธรรมา\nธรรมาภิบาล\nธัมโม\nธีม\nธุรกรรม\nธุหร่ำ\nเธค\nนพมาศ\nนรีแพทย์\nน็อก\nน็อค\nน้องใหม่\nนอมินี\nนอร์ท\nน่ะ\nนางแบบ\nนาฏยศาลา\nนายแบบ\nนายพราน\nนินจา\nนิรันดร์\nนิว\nนิวส์\nนู้ด\nเนอะ\nเนิร์สเซอรี\nเนิร์สเซอรี่\nเนี้ยบ\nโนติส\nไนท์\nไนน์\nบรรพชน\nบร็อกโคลี\nบร็อคโคลี\nบรา\nบริกร\nบริวเวอรี่ส์\nบลอนด์\nบลูเบอร์รี\nบลูเบอร์รี่\nบ๊วย\nบอกซ์\nบ็อกซ์\nบ๊อกซ์\nบอดี้\nบอนด์\nบ๊อบ\nบอมบ์\nบ๋อย\nบอยคอต\nบอยคอตต์\nบอร์ด\nบังเกอร์\nบัตเตอร์\nบัลลาสต์\nบัส\nบาบูน\nบาร์บีคิว\nบาร์บี้\nบาลานซ์\nบิ๊ก\nบิล\nบึม\nบึ้ม\nบุญคุณ\nบุ๋น\nบุปผา\nบู๊\nบูชิโด\nบูติก\nบูติค\nบูม\nเบเกอรี่\nเบญจมบพิตร\nเบตาดีน\nเบนโตะ\nเบนโล\nเบบี้\nเบลอ\nเบอร์เกอร์\nเบอร์รี\nเบิร์ด\nเบิร์น\nแบ็กโฮ\nแบคโฮ\nแบด\nแบต\nแบนเนอร์\nแบรนด์\nแบล็ก\nแบล็ค\nไบโอ\nโบกี้\nโบตั๋น\nโบ้ย\nโบรกเกอร์\nโบรชัวร์\nโบว์\nโบว์ลิ่ง\nไบเบิล\nปฏิสัมพันธ์\nป๊อก\nปอดแหก\nป๊อป\nป๋อหลอ\nปักขคณนา\nปัจเจกชน\nปัจฉิมนิเทศ\nป๊า\nป๋า\nป่าไม้\nปาร์ตี้\nปาสกาล\nปาสคาล\nปาสเตอร์\nปิกอัพ\nปิ๊ง\nปิโตรเคมี\nปิยมิตร\nปึ้ก\nปูอัด\nเปโซ\nเป็นไง\nเปปเปอร์มินต์\nเปเปอร์\nเปราะบาง\nเป๊ะ\nเป่ายิงฉุบ\nเป่ายิ้งฉุบ\nเปียโน\nแป้ก\nแป๋ว\nแป๊ะเจี๊ยะ\nโปร\nโปรเจกต์\nโปรเจ็กต์\nโปรเจกเตอร์\nโปรเจ็กเตอร์\nโปรเจคท์\nโปรเจ็คท์\nโปรดักชั่น\nโปรดิวเซอร์\nโปรโมชั่น\nโปรโมต\nโปรโมเตอร์\nโปรโมท\nโปลิศ\nโปสเตอร์\nผลไม้\nผลักดัน\nผ้าห่ม\nผิดพลาด\nผู้นำ\nแผดเผา\nเฝอ\nพงษ์\nพริตตี้\nพรีเซนต์\nพรีเซ็นเตอร์\nพรีเมียม\nพรีเมียร์\nพฤหัส\nพล็อต\nพลาซ่า\nพลานุภาพ\nพ่อค้า\nพอเพียง\nพะเรอ\nพันธกิจ\nพันธุวิศวกรรม\nพาร์\nพาร์ตเนอร์\nพาร์ทเนอร์\nพาวเวอร์\nพาสเจอร์ไรส์\nพาสตา\nพาสต้า\nพาสปอร์ต\nพาเหรด\nพิซซ่า\nพีเรียด\nพุดดิ้ง\nพุทธภูมิ\nพุทธศตวรรษ\nพุทโธ\nพูล\nเพทนาการ\nเพนกวิน\nเพนตากอน\nเพรส\nเพรียวบาง\nเพลซ\nเพลท\nเพลย์บอย\nเพียบแปร้\nเพียว\nเพาเวอร์\nแพกเกจ\nแพ็ค\nแพตเทิร์น\nแพทเทิร์น\nแพทยสภา\nแพนงเชิญ\nแพนดา\nแพนด้า\nแพลน\nโพลล์\nโพลารอยด์\nโพสต์\nไพลิน\nฟยอร์ด\nฟรังก์\nฟรุต\nฟลอร์\nฟลุก\nฟลุค\nฟลุต\nฟลุท\nฟอยล์\nฟอร์ม\nฟันด์\nฟาวล์\nฟาสต์ฟู้ด\nฟินิกซ์\nฟิวเจอร์\nฟีด\nฟีเวอร์\nฟุตบาท\nเฟรช\nเฟรชชี่\nเฟรม\nเฟมินิสต์\nเฟส\nเฟอร์นิเจอร์\nเฟอร์รี่\nเฟิร์ม\nเฟี้ยวฟ้าว\nแฟกซ์\nแฟ็กซ์\nแฟนซี\nแฟนตาซี\nแฟ้บ\nแฟร์\nแฟรนไชส์\nแฟรี\nแฟรี่\nแฟลช\nแฟล็ต\nโฟน\nโฟม\nโฟล์ค\nไฟต์\nไฟแนนซ์\nไฟลต์\nไฟลท์\nภควัทคีตา\nภควัมบดี\nภควัมปติ\nภคันทลาพาธ\nภววิสัย\nภารตะ\nภูมิทัศน์\nม้ง\nมวลชน\nมยุราภิรมย์\nมลภาวะ\nมหภาค\nมหาอุปราชา\nมอคคา\nมอคค่า\nมอนสเตอร์\nม็อบ\nมอบตัว\nมอยส์เจอไรเซอร์\nมอลล์\nมะกัน\nมั้ง\nมัฟฟิน\nมั้ย\nม้านั่ง\nมาเฟีย\nมาม่า\nมายองเนส\nมายาคติ\nมาร์ก\nมาร์เก็ต\nมาร์เก็ตติ้ง\nมาร์ค\nมาร์จิน\nมาร์ช\nมาร์ต\nมาร์ท\nมาราธอน\nม้าหินอ่อน\nมินต์\nมินท์\nมินิ\nมิลค์\nมิวสิค\nมิสซัง\nมิสไซล์\nมิสเตอร์\nมือถือ\nมุมมอง\nเมคอัพ\nเมจิก\nเมจิค\nเมทัล\nเมเปิล\nเมาท์\nเมี่ยงคำ\nแมกกาซีน\nแม็กกาซีน\nแมคเคอเรล\nแม่ค้า\nแมชชีน\nแมชีน\nแมนชั่น\nแมมบ้า\nแมมโบ้\nโมจิ\nโมเดล\nโมเดิร์น\nโมเต็ล\nโมโนเรล\nโมหจริต\nไมค์\nไมเกรน\nยนตรกรรม\nยอมรับ\nยะเยือก\nยังไง\nยากูซ่า\nยาวี\nยิม\nยิว\nยุวทูต\nยูโทเปีย\nยูโร\nยูวี\nเยน\nเยลลี่\nเย้ว\nเยอบีรา\nเยอบีร่า\nเยอร์บีรา\nเยอร์บีร่า\nแยมโรล\nโยเกิร์ต\nโยโย่\nรวมมิตร\nร็อค\nร็อคเก็ต\nรองรับ\nรอมฎอน\nรอยัลตี้\nระโงก\nรันเวย์\nรัม\nรากหญ้า\nราชบัณฑิตยสถาน\nราชานุญาต\nราชานุสาวรีย์\nรามเทพ\nรามาธิบดี\nรามายณะ\nราเม็ง\nราเมน\nรายชื่อ\nราสเบอร์รี\nริกเตอร์\nริคเตอร์\nรีไซเคิล\nรีดไถ\nรีทัช\nรีเทิร์น\nรีไทร์\nรีแบรนด์\nรีพอร์ท\nรีโมต\nรีโมท\nรีวิว\nรีสอร์ต\nรีสอร์ท\nรีเสิร์ช\nรุมบ้า\nรุสโซ\nรูบิก\nรูบิค\nเรซิน\nเรซิ่น\nเรดิโอ\nเรต\nเรตติ้ง\nแรงใจ\nแรงดูด\nแรงผลัก\nแรลลี\nแรลลี่\nโรดแมป\nโรเนียว\nโรแมนติก\nโรแมนติค\nโรล\nโรลออน\nไรเฟิล\nล็อกเกอร์\nลอจิสติกส์\nล็อต\nล็อบบี้\nลอร์ด\nล้มเหลว\nละติน\nละอ่อน\nลาซานญ่า\nลาติน\nลาเต้\nลานีญา\nลามะ\nลิมิต\nลิมูซีน\nลิสต์\nลีก\nลีด\nลีดเดอร์\nลีเมอร์\nลีลาวดี\nลุค\nลูกชาย\nลูกสาว\nเลกเชอร์\nเลคเชอร์\nเลดี้\nเลสเบี้ยน\nเลิฟ\nแลนด์\nแล็บ\nโลโก้\nโลชั่น\nไลท์\nไลน์\nไลฟ์\nวนาราม\nวราราม\nวโรกาส\nว้อดก้า\nวอเตอร์\nวอฟเฟิล\nว้อย\nวอร์ม\nวอร์มอัพ\nวอร์รูม\nวอล์ก\nวอล์ค\nวอลซ์\nวอลนัต\nวอลนัท\nวอลล์\nว่ะ\nวันเวย์\nวัสสา\nวาซาบิ\nวาทกรรม\nวาทะ\nวานิลลา\nวานิลา\nวาฟเฟิล\nวาริชศาสตร์\nว้าว\nวัคค์\nวัจนะ\nวาไรตี้\nวิก\nวิดีโอ\nวิทย์\nวิน\nวิป\nวิปปิ้ง\nวิภัชภาค\nวิว\nวิลล์\nวิลเลจ\nวีเจ\nวีซ่า\nวีดิทัศน์\nวีน\nวีไอพี\nวืด\nเวณิกา\nเวเฟอร์\nเวสต์\nเวอร์\nเวิร์ก\nเวิร์กช็อป\nเวิร์ค\nเวิร์ลด์\nเวิลด์\nแวมไพร์\nไวกิ้ง\nไวเบรเตอร์\nไวอะกร้า\nไวอากร้า\nศากยบุตร\nศิรินทร์\nศิลปวัฒนธรรม\nศิลปากร\nศิวิไลซ์\nศึกษาศาสตร์\nสกรัม\nสกาย\nสกู๊ป\nสเกตช์\nสเก็ตช์\nสคริปต์\nสแควร์\nสงบสุข\nสจ๊วต\nสตรอเบอร์รี\nสตรอเบอรี\nสตรอว์เบอร์รี\nสตริง\nสต็อก\nสต๊อก\nสต็อค\nสต๊อค\nสตอรี\nสตาร์\nสตาร์ท\nสติกเกอร์\nสติ๊กเกอร์\nสตีล\nสตูดิโอ\nสเตชัน\nสเตชั่น\nสเตเดียม\nสเตนเลส\nสเต็ป\nสเตย์\nสเตริโอ\nสเตอริโอ\nสแตนดาร์ด\nสแตนเลส\nสโตน\nสโตร์\nสไตรค์\nสไตล์\nสถาปัตย์\nสไนเปอร์\nสปอต\nสป็อต\nสปอนเซอร์\nสปอร์ต\nสปา\nสปาย\nสปิริต\nสเปก\nสเปค\nสไปเดอร์\nสมณพราหมณ์\nสมาพันธ์\nสมิติเวช\nสโรชา\nสลัม\nสแล็ก\nสโลแกน\nสโลว์\nสไลด์\nสวีท\nสหรัฐ\nสหัชญาณ\nสหัสวรรษ\nสะกอม\nสะเด่า\nสะบึม\nสะบึมส์\nสะออน\nสังโฆ\nสะโหลสะเหล\nสันทนาการ\nสัมนา\nสามช่า\nสามแยก\nสารขัณฑ์\nสี่แยก\nสึนามิ\nสุนทรีย์\nสุริยยาตร\nสุริยยาตร์\nสุหนี่\nเสกสรรค์\nเสพติด\nเสือโคร่ง\nหงวน\nหน่อมแน้ม\nหมวย\nหมั่นโถว\nหม่านโถว\nหมายปอง\nหมิง\nหยวน\nหลวงตา\nหลวงปู่\nหลวงพี่\nหล่อฮังก้วย\nหลินจือ\nห่วย\nเห็นด้วย\nเหมย\nเห่ย\nเหี่ยวย่น\nแหม็บ\nแหวว\nโหงว\nโหงวเฮ้ง\nโหลน\nโหลยโท่ย\nไหง\nไหร่\nอพาร์ตเมนต์\nอพาร์ตเมนท์\nอพาร์ทเมนต์\nอพาร์ทเมนท์\nอมาตยาธิปไตย\nอยุติธรรม\nอริยสงฆ์\nอ่วม\nอวอร์ด\nออกแบบ\nออดิชั่น\nออดิทอเรียม\nออเดอร์\nออโต้\nออทิสติก\nอ่อนด้อย\nออฟ\nออยล์\nออร์แกน\nออร์แกนิก\nออร์แกนิค\nออร์เดอร์\nออรัล\nออสซี่\nอะ\nอัตลักษณ์\nอัตวิสัย\nอันเดอร์\nอันตรกิริยา\nอัลตรา\nอัลไซเมอร์\nอัลบัม\nอัลบั้ม\nอัลมอนด์\nอาข่า\nอาโนเนะ\nอาฟเตอร์\nอาร์ติสต์\nอาร์พีจี\nอาว์\nอาสวะ\nอิกัวนา\nอินดอร์\nอินดัสตรีส์\nอินเตอร์\nอิ่มแปร้\nอิมพีเรียล\nอิเล็กทริก\nอิเล็กทริค\nอิเลียด\nอิสรชน\nอิเหนา\nอิออน\nอีแต๋น\nอีโรติก\nอีเวนท์\nอีสต์\nอีสเตอร์\nอึ๊บ\nอึ้ม\nอึ๋ม\nอึมครึม\nอุด้ง\nอุตสาหการ\nอุเทน\nอุปการคุณ\nอุปทาน\nอุปนายก\nอุปนายิกา\nอุปสงค์\nอุปัทวเหตุ\nอุรังคธาตุ\nอูคูเลเล่\nอู้ฟู่\nเอ๋\nเอ็กซ์โป\nเอ็กซ์เพรส\nเอ็กโซเซต์\nเอ็กโซเซ่ต์\nเอเซีย\nเอ็นจีโอ\nเอ็นเตอร์เทน\nเอนทรานซ์\nเอ็นทรานซ์\nเอฟเฟ็กต์\nเอเยนต์\nเอลนีโญ\nเอสเปรสโซ\nเอสเพรสโซ\nเอ๋อ\nเอาต์\nเอาท์\nเอาท์ดอร์\nเอ๊าะ\nแอ็กชั่น\nแอ็คชั่น\nแอคทีฟ\nแอดมิชชั่น\nแอดมิสชัน\nแอนด์\nแอ๊บแบ๊ว\nแอปเปิล\nแอปเปิ้ล\nแอปพริคอท\nแอพพริคอท\nแอพริคอต\nแอร์\nแอโรบิก\nแอโรบิค\nแอลมอนด์\nแอสเตอร์\nโอเค\nโอเปอเรเตอร์\nโอเปร่า\nโอเพ่น\nโอ้ย\nโอยัวะ\nโอรสาธิราช\nโอเลี้ยง\nโอวัลติน\nโอเวอร์\nไอซ์\nไอซียู\nไอดอล\nไอเดีย\nไอติม\nฮวงจุ้ย\nฮ่องเต้\nฮองเฮา\nฮอต\nฮ็อต\nฮอตดอก\nฮ็อตด็อก\nฮันนีมูน\nฮัม\nฮัลโลวีน\nฮัลโหล\nฮากกา\nฮาร์ด\nฮาราคีรี\nฮาลาล\nฮาโลวีน\nฮิ\nฮิต\nฮิบรู\nฮิปโป\nฮิปฮอป\nฮีโร่\nฮูลาฮูป\nฮูล่าฮูป\nเฮฟวี\nเฮฟวี่\nเฮอร์ริเคน\nเฮีย\nแฮนด์\nแฮปปี้\nแฮมเบอร์เกอร์\nโฮป\nโฮม\nโฮลดิงส์\nโฮลวีต\nโฮสเตส\nไฮกุ\nไฮแจ็ค\nไฮโซ\nไฮเทค\nไฮบริด\nไฮเปอร์\nไฮไลต์\nไฮไลท์\nไฮเวย์\nไฮสคูล\nไฮเอนด์\n\nกรีซ\nกัมพูชา\nกัวเตมาลา\nกาตาร์\nกานา\nกาบอง\nกายอานา\nกินี\nเกรนาดีนส์\nเกรเนดา\nเกาหลี\nแกมเบีย\nโกตดิวัวร์\nคองโก\nคอโมโรส\nคอสตาริกา\nคาซัคสถาน\nคิตส์\nคิริบาตี\nคิริบาส\nคิวบา\nคีร์กีซสถาน\nคูเวต\nเคนยา\nเคปเวิร์ด\nเคย์แมน\nแคนาดา\nแคเมอรูน\nโครเอเชีย\nโคลอมเบีย\nจอร์เจีย\nจอร์แดน\nจาเมกา\nจิบูตี\nจีน\nชาด\nชิลี\nเช็ก\nซามัว\nซาอุ\nซิมบับเว\nซีเรีย\nซูดาน\nซูรินาเม\nเซนต์\nเซเนกัล\nเซอร์เบีย\nเซาตูเม\nเซียร์รา\nแซมเบีย\nโซมาเลีย\nโซเวียต\nไซปรัส\nญี่ปุ่น\nดารุสซาลาม\nเดนมาร์ก\nโดมินิกัน\nโดมินิกา\nตรินิแดด\nตองกา\nติมอร์\nตุรกี\nตูนิเซีย\nเติร์กเมนิสถาน\nโตโก\nโตเบโก\nไต้หวัน\nทาจิกิสถาน\nแทนซาเนีย\nนอร์เวย์\nนามิเบีย\nนาอูรู\nนิการากัว\nนิวซีแลนด์\nเนเธอร์แลนด์\nเนปาล\nเนวิส\nไนจีเรีย\nไนเจอร์\nบราซิล\nบริติช\nบริเตน\nบรูไน\nบอตสวานา\nบอสเนีย\nบังกลาเทศ\nบังคลาเทศ\nบัลแกเรีย\nบาร์บูดา\nบาร์เบโดส\nบาห์เรน\nบาฮามาส\nบิสเซา\nบุรุนดี\nบูร์กินาฟาโซ\nเบนิน\nเบลเยียม\nเบลารุส\nเบลีซ\nเบอร์มิวดา\nโบลิเวีย\nปรินซิปี\nปากีสถาน\nปานามา\nปาปัวนิวกินี\nปารากวัย\nปาเลสไตน์\nปาเลา\nเปรู\nเปอร์เซีย\nเปอร์โตริโก\nโปรตุเกส\nโปแลนด์\nฝรั่งเศส\nพม่า\nฟิจิ\nฟินแลนด์\nฟิลิปปินส์\nเฟรนช์\nภูฏาน\nภูฐาน\nมองโกเลีย\nมอนเตเนโกร\nมอนแทนา\nมอริเชียส\nมอริเตเนีย\nมอลโดวา\nมอลตา\nมัลดีฟส์\nมาเก๊า\nมาซิโดเนีย\nมาดากัสการ์\nมาร์แชลล์\nมาลาวี\nมาลี\nมาเลเซีย\nเม็กซิโก\nเมียนมาร์\nโมซัมบิก\nโมนาโก\nโมนาโค\nโมร็อกโก\nไมโครนีเซีย\nยูกันดา\nยูโกสลาเวีย\nยูเครน\nเยเมน\nเยอรมนี\nรวันดา\nรัสเซีย\nโรมาเนีย\nลักเซมเบิร์ก\nลัตเวีย\nลาว\nลิกเตนสไตน์\nลิทัวเนีย\nลิเบีย\nลีโอน\nลูเซีย\nเลโซโท\nเลบานอน\nเลสเต\nไลบีเรีย\nวาติกัน\nวานูอาตู\nวินเซนต์\nเวเนซุเอลา\nเวียดนาม\nศรีลังกา\nสเปน\nสโลวะเกีย\nสโลวัก\nสโลวีเนีย\nสวาซิแลนด์\nสวิตเซอร์แลนด์\nสวีเดน\nสหรัฐ\nสหราชอาณาจักร\nสิกขิม\nสิงคโปร์\nอเมริกา\nออสเตรเลีย\nออสเตรีย\nอันดอร์รา\nอัฟกานิสถาน\nอาเซอร์ไบจาน\nอาร์เจนตินา\nอาร์เมเนีย\nอาระเบีย\nอิเควทอเรียล\nอิตาลี\nอินเดีย\nอินโดนีเซีย\nอิรัก\nอิสราเอล\nอิหร่าน\nอียิปต์\nอุซเบกิสถาน\nอุรุกวัย\nเอกวาดอร์\nเอธิโอเปีย\nเอมิเรตส์\nเอริเทรีย\nเอลซัลวาดอร์\nเอสโตเนีย\nแองโกลา\nแอนติกา\nแอลจีเรีย\nแอลเบเนีย\nโอมาน\nไอซ์แลนด์\nไอร์แลนด์\nฮ่องกง\nฮอนดูรัส\nฮังการี\nเฮติ\nเฮอร์เซโกวีนา\n\nกระบี่\nกรุงเทพ\nกาญจนบุรี\nกาฬสินธุ์\nกำแพงเพชร\nขอนแก่น\nจันทบุรี\nฉะเชิงเทรา\nชลบุรี\nชัยนาท\nชัยภูมิ\nชุมพร\nเชียงราย\nเชียงใหม่\nตรัง\nตราด\nตาก\nนครนายก\nนครปฐม\nนครพนม\nนครราชสีมา\nนครศรีธรรมราช\nนครสวรรค์\nนนทบุรี\nนราธิวาส\nน่าน\nบึงกาฬ\nบุรีรัมย์\nปทุมธานี\nประจวบคีรีขันธ์\nปราจีนบุรี\nปัตตานี\nพะเยา\nพังงา\nพัทลุง\nพิจิตร\nพิษณุโลก\nเพชรบุรี\nเพชรบูรณ์\nแพร่\nภูเก็ต\nมหาสารคาม\nมุกดาหาร\nแม่ฮ่องสอน\nยโสธร\nยะลา\nร้อยเอ็ด\nระนอง\nระยอง\nราชบุรี\nลพบุรี\nลำปาง\nลำพูน\nเลย\nศรีสะเกษ\nสกลนคร\nสงขลา\nสตูล\nสมุทรปราการ\nสมุทรสงคราม\nสมุทรสาคร\nสระแก้ว\nสระบุรี\nสิงห์บุรี\nสุโขทัย\nสุพรรณบุรี\nสุราษฎร์\nสุราษฎร์ธานี\nสุรินทร์\nหนองคาย\nหนองบัวลำภู\nอยุธยา\nอ่างทอง\nอำนาจเจริญ\nอุดรธานี\nอุตรดิตถ์\nอุทัยธานี\nอุบลราชธานี\nกันทรลักษ์\nจตุจักร\nไชยา\nซีคอน\nดอนเมือง\nถลาง\nไทรโยค\nธนบุรี\nธัญบุรี\nบางกอก\nบางปะกง\nบางระจัน\nปะทิว\nปาย\nพญาไท\nพัฒน์พงษ์\nพัทยา\nพารากอน\nภูมิซรอล\nรัตนาธิเบศร์\nรังสิต\nลันตา\nลาดพร้าว\nวโรรส\nวิภาวดี\nสตึก\nสมุย\nสัตหีบ\nสิมิลัน\nสุขุมวิท\nสุไหง\nเสลภูมิ\nอังรีดูนังต์\nอ่างขาง\nอินทนนท์\nเอ็มโพเรียม\n\nคิวชู\nแคริบเบียน\nแคสเปียน\nดานูบ\nตะนาวศรี\nนอร์วีเจียน\nนิโคบาร์\nเนรัญชรา\nไนล์\nบอร์เนียว\nบอลติก\nเบงกอล\nปิง\nแปซิฟิก\nมะละกา\nมินดาเนา\nมิสซิสซิปปี\nเมดิเตอร์เรเนียน\nเมโสโปเตเมีย\nยมุนา\nยุโรป\nยูเรเชีย\nยูเรเซีย\nแยงซี\nแยงซีเกียง\nสแกนดิเนเวีย\nสะโตง\nสาละวิน\nสุมาตรา\nสุเอซ\nอะเมซอน\nอันดามัน\nอัลไต\nอาร์กติก\nอาหรับ\nอินโดจีน\nอิรวดี\nอิระวดี\nอีเจียน\nอุษาคเณย์\nอูราล\nเอเชีย\nเอเดรียติก\nเอเวอเรสต์\nแอตแลนติก\nแอนตาร์กติก\nแอนตาร์กติกา\nแอฟริกา\nโอลิมปัส\nไอโอเนียน\nฮวงโห\nฮอกไกโด\nฮอนชู\n\nกบิลพัสดุ์\nกุสินารา\nโกลิยะ\nโกสัมพี\nโคตรบอง\nโคตรบูรณ์\nตองอู\nทรอย\nทวารวดี\nทวาราวดี\nเทวทหะ\nไทรบุรี\nนาลันทา\nไบแซนไทน์\nปรัสเซีย\nปัลลวะ\nปาฏลีบุตร\nพุทธคยา\nมถุรา\nมายัน\nมิถิลา\nราชคฤห์\nล้านช้าง\nล้านนา\nลุมพินี\nวัชชี\nเวสาลี\nสารนาถ\nสาวัตถี\nหริภุญชัย\nอโยธยา\nออตโตมัน\nอังวะ\nอินทปัตถ์\nอุชเชนี\n\nกราฟิก\nกราฟิกส์\nกราฟิค\nกริด\nกิกะไบต์\nกูเกิล\nกูเกิ้ล\nเกตเวย์\nโกลบอล\nคลัสเตอร์\nคลาส\nคลิก\nคลิปอาร์ต\nคอนโซล\nคอนเทนต์\nคอมพิวติ้ง\nคอมไพล์\nคอมไพเลอร์\nคอมมูนิเคชั่น\nคอร์\nคีย์\nคีย์บอร์ด\nเครือข่าย\nเคอร์เซอร์\nเคอร์เนล\nแคช\nแคมฟรอก\nแคมฟร็อก\nแคร็ก\nโค้ด\nจาวา\nจีพีเอส\nชิป\nชิพ\nเชลล์\nแช็ต\nแชนเนล\nแชนแนล\nซ็อกเก็ต\nซอฟต์แวร์\nซอฟท์แวร์\nซอร์ส\nซัพพอร์ต\nซัพพอร์ท\nซีดี\nซีดีรอม\nซีเนอร์\nเซิร์ฟเวอร์\nโซลูชัน\nโซลูชั่น\nไซต์\nไซเบอร์\nทรานแซกชัน\nทรานแซกชั่น\nทรานแซ็กชัน\nทรานแซ็กชั่น\nทรานแซคชัน\nทรานแซคชั่น\nทรานแซ็คชัน\nทรานแซ็คชั่น\nทวิตเตอร์\nทวีต\nทัชแพด\nเทมเพลต\nเทอร์มินัล\nแท็ก\nแท็บ\nแทบเล็ต\nโทรจัน\nเน็ต\nเน็ตบุ๊ก\nเน็ตบุค\nเน็ตบุ๊ค\nเน็ตเวิร์ก\nเน็ตเวิร์ค\nโน้ตบุ๊ก\nโน้ตบุค\nโน้ตบุ๊ค\nดอส\nดาวน์เกรด\nดาวน์โหลด\nดิจิตอล\nดิจิทัล\nดีบั๊ก\nดีวีดี\nดีไวซ์\nเดเบียน\nเดลไฟ\nเดสก์ท็อป\nโดเมน\nไดรว์\nไดรเวอร์\nไดเรกทอรี\nไดโอด\nเทเลคอม\nบล็อกเกอร์\nบรอดแบนด์\nบราวเซอร์\nบลูทูท\nบลูทูธ\nบลูเรย์\nบั๊ก\nบัฟเฟอร์\nบิต\nบิท\nบูต\nเบราว์เซอร์\nแบนด์วิดท์\nไบต์\nไบนารี\nโปรแกรมเมอร์\nโปรเซส\nโปรเซสเซอร์\nโปรโตคอล\nพร็อกซี\nพอร์ต\nพอร์ท\nพาเนล\nพาร์ทิชัน\nพารามิเตอร์\nพาสเวิร์ด\nพิกเซล\nเพจ\nเพจเจอร์\nแพกเก็ต\nแพตช์\nแพลตฟอร์ม\nโพรเซส\nโพรเซสเซอร์\nโพรโทคอล\nไพธอน\nฟล็อปส์\nฟอนต์\nฟอร์แมต\nฟอร์เวิร์ด\nฟอรัม\nฟีเจอร์\nเฟซบุ๊ก\nเฟิร์มแวร์\nแฟล็ก\nโฟลเดอร์\nไฟร์ฟอกซ์\nไฟร์วอลล์\nไฟล์\nมอดูล\nมอนิเตอร์\nมัลติ\nมัลติทัช\nมัลติเพล็กซ์\nมัลแวร์\nมาสเตอร์\nมีเดีย\nเมนู\nเมมโมรี\nเมล\nเมาส์\nแมค\nโมดูล\nโมเด็ม\nโมบาย\nโมบายล์\nโมไบล์\nไมโครซอฟท์\nยูนิกซ์\nยูนิโคด\nยูนิโค้ด\nริงโทน\nรีเฟรช\nรีเลย์\nเราเตอร์\nเรียลไทม์\nลิงก์\nลินุกซ์\nลีนุกซ์\nลูป\nเลเยอร์\nแล็ปท็อป\nไลเซนส์\nไลบรารี\nวิกิ\nวิกิพีเดีย\nวินโดวส์\nวินโดว์ส\nเว็บ\nเวอร์ชวล\nเวอร์ชัน\nเวอร์ชั่น\nเวิร์กสเตชัน\nเวิร์กสเตชั่น\nเวิร์คสเตชัน\nเวิร์คสเตชั่น\nเวิร์ด\nเวิร์ม\nไวแมกซ์\nสกรีน\nสแกน\nสแกนเนอร์\nสแต็ก\nสนิฟเฟอร์\nสปายแวร์\nสเปซ\nสแปม\nสมาร์ท\nสล็อต\nเสิร์ช\nโหลด\nออนไลน์\nออปติก\nออปติคอล\nออปติคัล\nออฟไลน์\nออราเคิล\nอัพเกรด\nอัพเดต\nอัพโหลด\nอัปเกรด\nอัปเดต\nอัปโหลด\nอัลกอริทึม\nอาร์กิวเมนต์\nอินเตอร์เน็ต\nอินทิเกรเตอร์\nอินเทอร์เน็ต\nอินเทอร์เฟซ\nอินเทล\nอินพุต\nอินพุท\nอีเมล\nอีเมล์\nอูบุนตู\nอูบันตู\nเอนจิน\nเอ็นจิน\nเอาต์พุต\nเอาต์พุท\nเอาท์พุต\nเอาท์พุท\nแอนะล็อก\nแอนิเมชัน\nแอนิเมชั่น\nแอปพลิเคชัน\nแอปพลิเคชั่น\nแอพพลิเคชัน\nแอพพลิเคชั่น\nแอสเซมบลี\nแอสเซมเบลอร์\nโอเพน\nไอคอน\nไอซี\nไอพอด\nไอพ็อด\nไอแพด\nไอโฟน\nฮับ\nฮาร์ดดิสก์\nฮาร์ดแวร์\nแฮกเกอร์\nแฮ็กเกอร์\nแฮนด์เฮลด์\nโฮสต์\n\nกรีก\nกัณณาฑ\nกัศมีรี\nคันจิ\nคาตาคานะ\nคุชราตี\nคุรุมุขี\nซีริลลิก\nซูลู\nเซลติก\nเซิร์บ\nตากาล็อก\nเตลุคู\nเติร์ก\nทราวิฑ\nเบงกาลี\nปัญจาบี\nพินอิน\nมลยาฬัม\nมองโกล\nมาราฐี\nมาเลย์\nเม็กซิกัน\nแมนจู\nแมนดาริน\nไมถิลี\nเยอรมัน\nรัสเซียน\nสวาฮิลี\nสวิส\nสินธี\nอูรดู\nอัสสมี\nอารบิก\nอิตาเลียน\nอุยกูร์\nแอฟริกัน\nโอริยา\nไอริช\nฮันกึล\nฮินดี\nฮิรางานะ\nฮีบรู\n\nกรีนพีซ\nกรือเซะ\nกวนอิม\nกวนอู\nกัดดาฟี\nกัลยาณวัตร\nกัสสปะ\nกาลิเลโอ\nกินเนส\nกุมภกรรณ\nกูเตนเบิร์ก\nเกตส์\nเกษมณี\nโกณฑัญญะ\nขงเบ้ง\nคริสโตเฟอร์\nคองคอร์ด\nคอลเกต\nคานธี\nคาเบรียล\nคาร์ฟูร์\nคาร์สัน\nคาราบาว\nคาสิโอ\nคิริน\nคุนลุ้น\nคูโบต้า\nเครมลิน\nแคทรีนา\nโคตมะ\nโคตมี\nโคลัมบัส\nไคฟง\nไครสเลอร์\nง้อไบ๊\nจตุพร\nจ็อบส์\nจอห์น\nจิ้น\nจิม\nจิ๋ม\nจิว\nจุฬาภรณ์\nจุฬาลงกรณ์\nเจมส์\nแจ็กสัน\nโจเซฟ\nโจว\nชมัยมรุเชฐ\nชมัยมรุเชษฐ์\nชเวดากอง\nชาร์ลส์\nชินราช\nชินวัตร\nชุนชิว\nเช็ง\nเชตวัน\nเชฟรอน\nเชฟโรเลต\nเชลซี\nไชยานุชิต\nซ่ง\nซังฮี้\nซัดดัม\nซันซิล\nซัมซุง\nซัวเจ๋ง\nซินหัว\nซีซาร์\nซีแพค\nซูซาน\nซูซูกิ\nซูบารุ\nเซ็นทารา\nเซเวน\nเซเว่น\nโซฟิเทล\nโซยุซ\nโซยูซ\nณัฐวุฒิ\nดาร์ลี่\nดาวโจนส์\nดิสนีย์\nดีแทค\nดูปองท์\nเดโมแครต\nเดลล์\nเดลินิวส์\nเดวิด\nแดวู\nโดนัลด์\nโดราเอมอน\nโดเรมอน\nต๋อง\nตั๊กม้อ\nตากสิน\nตาเมือน\nตาลีบัน\nตูน\nเตมีย์\nโต๋\nโตชิบา\nโตโยต้า\nถังซัมจั๋ง\nถังซำจั๋ง\nทรพา\nทราเวล\nทรูมูฟ\nทีปังกร\nเทปโก\nเทพรัตน\nเทวทัต\nเทสโก้\nโทมัส\nไททานิก\nไททานิค\nไทยรัฐ\nธีออส\nนครินทรา\nนโปเลียน\nนพดล\nนราดูร\nนเรนทร\nนอสตราดามุส\nนาซา\nนาซ่า\nนาซี\nนาโต\nนาโต้\nนาลแก\nนิคอน\nนิโคลัส\nนิด้า\nนินเทนโด\nนิปปอน\nนิวตัน\nนิสสัน\nเนคเทค\nเนชั่น\nเนชันแนล\nเนชั่นแนล\nเนวิน\nเนสเล่\nเนสาด\nแนท\nแนสแดค\nโนเกีย\nโนเบล\nโนเวลล์\nโนโวเทล\nไนเม็กซ์\nบรอดเวย์\nบรัดเลย์\nบรู๊ซ\nบัลเมอร์\nบารัก\nบารัค\nบู๊ตึ๊ง\nเบญกาย\nเบนซ์\nเบ็นซ์\nเบนจามิน\nโบตัน\nไบโอเทค\nประชาธิปัตย์\nปวีณา\nปอเต็กตึ๊ง\nปอเต๊กตึ๊ง\nป่อเต็กตึ๊ง\nปัตตะโชติ\nปารุสก์\nปีเตอร์\nปูติน\nเป๊ปซี่\nเป้ย\nเปอร์โยต์\nเปาบุ้นจิ้น\nโปเกมอน\nโป๊ยก่าย\nพรหมทัต\nพลาโต\nพอลล่า\nพานาโซนิค\nพานาโซนิก\nพิทยานุกูล\nพิมพิสาร\nเพนแทกซ์\nเพลโต\nไพโอเนียร์\nฟรอยด์\nฟรังซิส\nฟรานซิส\nฟลอเรนซ์\nฟอร์ด\nฟิลิปส์\nฟูจิ\nแฟซ่า\nโฟร์โมสต์\nภูมิพล\nภูริทัต\nมงฟอร์ต\nมณโฑ\nมติชน\nมหิตลาธิเบศร\nมโหสถ\nมัจฉานุ\nมาร์กาเร็ต\nมาร์ติน\nมาสด้า\nมิตซูบิชิ\nมิราเคิล\nมุสโสลินี\nเม้ง\nเมจิ\nเมอร์ซีเดส\nเมอร์เซเดส\nแมกซ์เวลล์\nแมกไซไซ\nแมคอินทอช\nแมชีนเนอรี่\nโมคคัลลานะ\nโมโตโรลา\nโมโตโรล่า\nโมเนีย\nไมเคิล\nไมยราพณ์\nยโสธรา\nยะโฮวา\nยะโฮวาห์\nยามาฮ่า\nยาเวห์\nยาฮู\nยูนิเซฟ\nยูเนสโก\nยูไล\nเยโฮวาห์\nรอยเตอร์\nรอยัล\nรัชดา\nรัสปูติน\nราฟาเอล\nรามาวตาร\nราเมศวร\nราหุล\nริชาร์ด\nรีพับลิกัน\nรูนีย์\nเรนโบว์\nแรมโบ้\nโรตารี\nโรนัลโด\nโรนัลโด้\nโรบินสัน\nโรเบิร์ต\nล็อกซเล่ย์\nลิงคอล์น\nลิจฉวี\nลิไท\nลิไทย\nลินคอล์น\nลิเวอร์พูล\nเลโนโว\nเลียดก๊ก\nโลตัส\nวชิราลงกรณ์\nวลาดิเมียร์\nวอลล์สตรีท\nวาเลนไทน์\nวิกตอเรีย\nวิทยานุสรณ์\nวิทยายน\nวิมเบิลดัน\nวิลเลียม\nวีระ\nวุฒิชัย\nเวียดกง\nไวตามิลค์\nศกุนตลา\nศรีวิชัย\nศิริพงษ์\nศิริราช\nศุภชลาศัย\nสดกก๊อกธม\nสดายุ\nสตาลิน\nสตีฟ\nสแตนฟอร์ด\nสวรินทิรา\nสังกัจจายน์\nสาทิตย์\nสารีบุตร\nสิริกิติ์\nสิรินธร\nสิหิงค์\nสีวลี\nสีหนุ\nสีหมุนี\nสีหโมนี\nสุครีพ\nสุทโธทนะ\nสุเทพ\nสุนทราภรณ์\nสุนีย์\nสุรนารี\nสุรยุทธ์\nสุริยาสน์\nเส้าหลิน\nโสกราตีส\nโสภิต\nหนุมาน\nหลินฮุ่ย\nหลุยส์\nเห้งเจีย\nไหหม่า\nองคต\nองคุลิมาล\nอชาตศัตรู\nอดุลยเดช\nอพอลโล\nอริสโตเติล\nอริสมันต์\nอลิซาเบธ\nอ๋อม\nออร์คิด\nออสการ์\nอะพอลโล\nอับราฮัม\nอั้ม\nอัลกออิดะห์\nอัลคาเทล\nอัลจาซีราห์\nอัลเฟรด\nอัลเลาะห์\nอัสซุส\nอัสสชิ\nอัสสัมชัญ\nอาเซม\nอาเซ็ม\nอาเซียน\nอาฟต้า\nอาร์เซนอล\nอินทรชิต\nอินทราทิตย์\nอีซูซุ\nอีเลฟเวน\nอีเลฟเว่น\nอุณรุท\nอุบลรัตน์\nอุบาลี\nอุ๋ย\nเอกทัศน์\nเอเซอร์\nเอ็ดเวิร์ด\nเอดิสัน\nเอแบค\nเอลิซาเบธ\nเอสพลานาด\nเอสพลานาร์ด\nแอคคอร์\nแอคคอร์ด\nแองเจลิน่า\nแอตแลนติส\nแอน\nแอ๋ม\nแอมบาสซาเดอร์\nแอมบาสเดอร์\nแอมเวย์\nแอ๋ว\nโอดีสซีย์\nโอเดียน\nโอบามา\nโอรสาราม\nโอลิมเปีย\nโออิชิ\nไอน์สไตน์\nฮอนด้า\nฮอปกินส์\nฮอลลีวูด\nฮอลลีวู้ด\nฮานามิ\nฮามาส\nฮิตเลอร์\nฮิตาชิ\nฮุนเซน\nฮุนเซ็น\nฮุนได\nฮุสเซ็น\nเฮนรี\nเฮนรี่\nเฮเลน\nโฮจิมินห์\nโฮปเวลล์\nโฮเมอร์\n\nกลีเซอรีน\nกำทอน\nแกนีมีด\nครอส\nคริสตัล\nคลอโรพลาสต์\nคลอไรด์\nควอนตัม\nคอนดักเตอร์\nคอปเปอร์\nคอลลาเจน\nคอเลสเตอรอล\nคอสมิก\nคูลอมบ์\nเคอราติน\nแคโรทีน\nแคสสินี\nโครมาโทกราฟี\nไคโตซาน\nจีโนม\nจุลชีววิทยา\nชิคุนกุนยา\nซัลฟิวริก\nซัลเฟต\nซัลไฟด์\nซิงค์\nซิริอุส\nซิลิกา\nซิลิเกต\nซิลิโคน\nซีเทน\nซีเวิร์ต\nเซ็กเตอร์\nเซ็กเมนต์\nเซมิ\nโซนาร์\nไซบอร์ก\nดอปเปลอร์\nดอปเพลอร์\nไดนามิก\nไดนามิกส์\nไดนามิค\nไดนามิคส์\nไดออกไซด์\nทรานส์\nทามิฟลู\nเทฟลอน\nเทสโทสเตอโรน\nเทอร์โม\nแทนนิน\nไททัน\nไทฟอยด์\nไทรอยด์\nธาลัสซีเมีย\nเนกาตีฟ\nโนวา\nบอแรกซ์\nโบทอกซ์\nโบท็อกซ์\nไบโอติน\nปฏิยานุพันธ์\nโปรเจสเตอโรน\nพอลิเมอร์\nพันธุศาสตร์\nพัลซาร์\nพาร์กินสัน\nพาราเซตามอล\nพาราโบลา\nเพอร์ออกไซด์\nโพรเจสเทอโรน\nโพลาไรซ์\nโพลิเมอร์\nโพลีเอทิลีน\nไพรเมต\nฟลาโวนอยด์\nฟลูออเรสเซนซ์\nฟลูออไรด์\nฟอสซิล\nฟิชชัน\nฟิวชัน\nฟีโรโมน\nไฟเบอร์\nมอนอกไซด์\nมิราจ\nเมตริกซ์\nเมทริกซ์\nเมลานิน\nเมลามีน\nโมเมนตัม\nไมโตคอนเดรีย\nไมโทคอนเดรีย\nยีสต์\nยูริก\nยูเรีย\nรูมาตอยด์\nวีก้า\nเวกเตอร์\nเวก้า\nเวสิเคิล\nโวลต์\nสเกล\nสเกลาร์\nสเต็ม\nสเตียรอยด์\nสปีชีส์\nสเปิร์ม\nสัมพัทธภาพ\nสุริยจักรวาล\nออกเทน\nออโรรา\nออโรร่า\nอะคริลิก\nอะครีลิก\nอะซีติก\nอะซีโตน\nอะมิโน\nอะลูมินา\nอันโดรเมดา\nอัลคาไลน์\nอัลตราซาวด์\nอัลตราซาวนด์\nอัลลอยด์\nอินทิกรัล\nอินทิเกรต\nอีโบลา\nอีโบล่า\nเอ็กซ์โพเนนเชียล\nเอทานอล\nเอทิลีน\nเอนโทรปี\nเอสเตอร์\nเอสโตรเจน\nเอสโทรเจน\nแอนดรอยด์\nแอนแทร็กซ์\nแอมพลิจูด\nแอมโมเนียม\nแอลกอฮอลิซึม\nแอสพาร์แตม\nโอเซลทามิเวียร์\nฮับเบิล\nฮิวมัส\nไฮดรอกไซด์\nไฮดรอลิก\nไฮโดรลิก\nไฮเพอร์โบลา\n\nกงเต็ก\nกฎุมพี\nกฏ\nกฏหมาย\nกบฎ\nกราไฟต์\nก๊อปปี้\nกะทะ\nกังวาล\nกุฎฐัง\nกุฏุมพี\nฃวด\nคฑา\nคลินิค\nคลีนิก\nคลีนิค\nคาทอลิค\nคึ่นฉ่าย\nแคตตาล็อก\nโควต้า\nฅน\nจุมพฎ\nช็อคโกแลต\nแซ่ด\nดัทช์\nทนง\nทรมาณ\nทราก\nทะแยง\nทิฏฐิ\nบล็อค\nบ๊องแบ๊ว\nบัลเล่ต์\nเบรค\nแบงค์\nปรากฎ\nปัคคหะ\nปาฏิโมกข์\nปิติ\nปิรามิด\nโปรเตสแตนท์\nพนิช\nพยักเพยิด\nพริ้ว\nพลูโตเนียม\nพากษ์\nเฟิร์น\nยากี้\nเยภุยยสิกา\nรุสเซีย\nฤาษี\nล็อค\nล็อคเกอร์\nวันทยาหัตถ์\nวานิช\nวิญญาน\nวิศิษฐ์\nศรีษะ\nสเปกโทรสโคป\nสฤษฎ์\nสลิ่ม\nสัตตสดก\nสาราณียากร\nสุกี้\nสุกี้ยากี้\nสูญญากาศ\nหยอมแหยม\nหยอย\nหล่ะ\nอะดรีนาลีน\nอะหลั่ย\nอัตคัต\nอัฟริกา\nอานิสงค์\nอาฟริกา\nอิริยาบท\nอิเลคโทรนิคส์\nอีรุงตุงนัง\nอุตรายัน\nอุลตรา\nอุลตร้า\nโอกาศ\n\nกกหู\nกงการ\nกงจักร\nกฎเกณฑ์\nกฎบัตร\nกฎหมาย\nกฎหมู่\nกดขี่\nกดดัน\nก้นกบ\nก้นบึ้ง\nก้นปล่อง\nกนิษฐภคินี\nกนิษฐภาดา\nกรงเล็บ\nกรมการ\nกรมท่า\nกรมธรรม์\nกรมนา\nกรมวัง\nกรรมกร\nกรรมการ\nกรรมฐาน\nกรรมบถ\nกรรมพันธุ์\nกรรมวิธี\nกรรมสิทธิ์\nกระจกเงา\nกระจกตา\nกระจกนูน\nกระจกเว้า\nกระจอกชวา\nกระจอกเทศ\nกระจ้อยร่อย\nกระจับบก\nกระจับปิ้ง\nกระจับปี่\nกระโชกโฮกฮาก\nกระดานดำ\nกระดานหก\nกระดาษแก้ว\nกระดาษไข\nกระดาษทราย\nกระดาษสา\nกระดูกงู\nกระทาชาย\nกระเท่เร่\nกระบวนการ\nกระบองเพชร\nกระผีกริ้น\nกระยาทิพย์\nกระยาสารท\nกระยาหาร\nกระสอบทราย\nกระสุนปืน\nกระแสจิต\nกระแสน้ำ\nกระแสลม\nกรับคู่\nกรับพวง\nกรับเสภา\nกราดเกรี้ยว\nกราวรูด\nกริ่งเกรง\nกรีฑาสถาน\nกรีดกราย\nกรี๊ดกร๊าด\nกลไก\nกลบท\nกลเม็ด\nกลยุทธ์\nกลวิธี\nกลศาสตร์\nกลอักษร\nกลบเกลื่อน\nกลมกล่อม\nกลมกลืน\nกลมเกลียว\nกล้วยแขก\nกล้วยไม้\nกล่องเสียง\nกล่อมเกลา\nกล่อมเกลี้ยง\nกลัดกลุ้ม\nกลัดมัน\nกลั่นกรอง\nกลั่นแกล้ง\nกลับกลอก\nกลางคน\nกลางคัน\nกลางค่ำ\nกลางคืน\nกลางแจ้ง\nกลางแปลง\nกลางวัน\nกลาดเกลื่อน\nกล่าวขวัญ\nกล่าวโทษ\nกล่าวหา\nกล้ำกราย\nกล้ำกลืน\nกลิ้งกลอก\nกลิ้งเกลือก\nกลิ่นอาย\nกลียุค\nกวดขัน\nกวัดแกว่ง\nกวัดไกว\nกวีนิพนธ์\nก่อกวน\nก่อการ\nก่อตั้ง\nก่อสร้าง\nก่อหวอด\nก้อร่อก้อติก\nกองกลาง\nกองเกิน\nกองโจร\nกองทัพ\nกองทุน\nกองพล\nกองพัน\nกองฟอน\nกองร้อย\nกองหนุน\nกอบโกย\nกะเกณฑ์\nกะบังลม\nกักกัน\nกักขัง\nกักตัว\nกักตุน\nกัณฑ์เทศน์\nกัดฟัน\nกันชน\nกันท่า\nกันสาด\nกันเอง\nกับแกล้ม\nกับข้าว\nกับระเบิด\nกากเพชร\nกากหมู\nกาชาด\nกาญจนาภิเษก\nก้านคอ\nกาฝาก\nก้ามกราม\nกามกิจ\nกามคุณ\nกามเทพ\nกามโรค\nก้ามปู\nกายกรรม\nกายบริหาร\nกายภาพ\nกายวิภาค\nกายสิทธิ์\nก่ายกอง\nการคลัง\nการเงิน\nการบ้าน\nการเปรียญ\nการเมือง\nการเรือน\nการละเล่น\nกาลกิริยา\nกาลเทศะ\nก้าวก่าย\nก้าวร้าว\nก้าวหน้า\nกาสาวพัสตร์\nกาฬพฤกษ์\nกาฬโรค\nกำปั้น\nกำมือ\nกำแพงขาว\nกำลังใจ\nกำลังม้า\nกี่งอำเภอ\nกิจกรรม\nกิจการ\nกิจวัตร\nกิจจะลักษณะ\nกิตติคุณ\nกิตติศัพท์\nกินขาด\nกินใจ\nกินดอง\nกินโต๊ะ\nกินแบ่ง\nกินเปล่า\nกินเลี้ยง\nกินเส้น\nกินแหนง\nกิโลกรัม\nกิโลเมตร\nกิโลลิตร\nกิโลเฮิรตซ์\nกีดกัน\nกีดกั้น\nกีดขวาง\nกึกก้อง\nกึกกัก\nกึกกือ\nกึ่งกลาง\nกุกกัก\nกุ๊กกิ๊ก\nกุ้งฝอย\nกุ้งมังกร\nกุ้งแห้ง\nกุ้งเต้น\nกุ้งยิง\nกุญแจผี\nกุญแจมือ\nกุญแจเลื่อน\nกุญแจเสียง\nกุลธิดา\nกุลบุตร\nกุลสตรี\nกู้ยืม\nเก้งก้าง\nเก็บกวาด\nเก็บเกี่ยว\nเก็บงำ\nเก็บตก\nเกรงกลัว\nเกรงใจ\nเกรงขาม\nเกรียงไกร\nเกรียมกรม\nเกรี้ยวกราด\nเกล็ดเลือด\nเกลี้ยกล่อม\nเกลี้ยงเกลา\nเกลือกกลั้ว\nเกลือกกลิ้ง\nเกลื่อนกล่น\nเกลื่อนกลาด\nเกศธาตุ\nเกษตรกร\nเกษตรกรรม\nเกษตรศาสตร์\nเกษมสันต์\nเกษียรสมุทร\nเก้อเขิน\nเกาะแกะ\nเกี่ยงงอน\nเกียจคร้าน\nเกียรติคุณ\nเกียรตินิยม\nเกียรติประวัติ\nเกียรติภูมิ\nเกียรติยศ\nเกียรติศักดิ์\nเกียรติมุข\nเกี่ยวข้อง\nเกี่ยวดอง\nเกี่ยวพัน\nเกี่ยวโยง\nเกี้ยวพาน\nเกี้ยวพาราสี\nแก่แดด\nแก้ขัด\nแก้ไข\nแก้ตัว\nแก้เผ็ด\nแก้ลำ\nแกงคั่ว\nแกงจืด\nแกงบวด\nแกงป่า\nแกงเผ็ด\nแกงส้ม\nแก่งแย่ง\nแก่นแก้ว\nแก่นสาร\nแก้วตา\nแก้วหู\nแกว่งกวัด\nแกว่งไกว\nแกะรอย\nโก้เก๋\nโกรธเกรี้ยว\nโกรธขึ้ง\nไก่เขี่ย\nไก่ชน\nไก่บ้าน\nไก่ป่า\nไก่ฟ้า\nไกล่เกลี่ย\nขจัดขจาย\nขนเพชร\nขนสัตว์\nขนหนู\nขนส่ง\nขนมจีน\nขบขัน\nขบวนการ\nข่มขี่\nข่มขู่\nข่มขืน\nข่มเหง\nขมหิน\nขมิ้นชัน\nขมุบขมิบ\nขยะแขยง\nขยักขย่อน\nขยักขย้อน\nขยับขยาย\nขยับเขยื้อน\nขวดโหล\nขวยเขิน\nขวัญใจ\nขวัญตา\nขวัญอ่อน\nขวากหนาม\nขวางโลก\nของ้าว\nขอสับ\nขอขมา\nขอทาน\nขอโทษ\nขอร้อง\nขออภัย\nข้อเขียน\nข้อความ\nข้อเท็จจริง\nของกลาง\nของขวัญ\nของแข็ง\nของชำ\nของลับ\nของเล่น\nของว่าง\nของเหลว\nของไหล\nของไหว้\nข้องใจ\nข้องแวะ\nขอบข่าย\nขอบเขต\nขอบคุณ\nขอบใจ\nขอบพระคุณ\nข้อมูล\nข้อแม้\nข้อหา\nข้อสังเกต\nขัดข้อง\nขัดขืน\nขัดเขิน\nขัดจังหวะ\nขัดดอก\nขัดแตะ\nขัดยอก\nขัดแย้ง\nขัดสมาธิ\nขันหมาก\nขันอาสา\nขับขี่\nขับเคี่ยว\nขั้วโลก\nขาจร\nขาประจำ\nข้าราชการ\nข้าศึก\nข้าหลวง\nขาดแคลน\nขาดใจ\nขาดตอน\nขาดตัว\nขาดทุน\nขาดเหลือ\nขายหน้า\nข่าวกรอง\nข่าวคราว\nข่าวล่า\nข่าวลือ\nข่าวสาร\nข้าวเกรียบ\nข้าวแกง\nข้าวของ\nข้าวจี่\nข้าวเจ้า\nข้าวซอย\nข้าวต้ม\nข้าวตอก\nข้าวตัง\nข้าวแตน\nข้าวทิพย์\nข้าวบิณฑ์\nข้าวเปลือก\nข้าวโพด\nข้าวฟ่าง\nข้าวเม่า\nข้าวสวย\nข้าวสาร\nข้าวเหนียว\nข้าวหมาก\nข้าวหลาม\nขี้เกียจ\nขี้ข้า\nขี้ครอก\nขี้คร้าน\nขี้คุก\nขี้ไคล\nขี้เซา\nขีดขั้น\nขีดคร่อม\nขีดคั่น\nขีดฆ่า\nขี้ตา\nขี้ตืด\nขี้เถ้า\nขี้ทูด\nขี้ปะติ๋ว\nขี้ผึ้ง\nขี้มูก\nขี้ยา\nขี้แย\nขี้ริ้ว\nขี้เรื้อน\nขี้เล็บ\nขี้หู\nขี้หน้า\nขี้เหนียว\nขี้เหล็ก\nขี้เหร่\nขึงขัง\nขึงพืด\nขึ้งโกรธ\nขึ้นใจ\nขึ้นชื่อ\nขึ้นมือ\nขืนใจ\nขื่นขม\nขุดคุ้ย\nขุนทอง\nขุนนาง\nขุนพล\nขุนศึก\nขุนหลวง\nขูดรีด\nเข็มกลัด\nเข็มขัด\nเข้มข้น\nเข้มแข็ง\nเข้มงวด\nเข็มทิศ\nเข็มหมุด\nเข้าขา\nเข้าเค้า\nเข้าใจ\nเข้าชื่อ\nเข้าตัว\nเข้าถึง\nเข้าทรง\nเข้าท่า\nเข้าที\nเข้าเนื้อ\nเข้าเล่ม\nเขียวเสวย\nเขียวหวาน\nแขกเต้า\nแข็งกร้าว\nแข็งกล้า\nแข็งแกร่ง\nแข็งข้อ\nแข็งขัน\nแข่งขัน\nแข็งใจ\nแข็งตัว\nแข็งเมือง\nแข็งแรง\nแขวนลอย\nโขกสับ\nโขยกเขยก\nไขข้อ\nไขควง\nไขมัน\nไข่มุก\nไขว่ห้าง\nไขสันหลัง\nไขสือ\nไข่เค็ม\nไข่เยี่ยวม้า\nไข่หงส์\nไข่เหี้ย\nคงกระพัน\nคงตัว\nคงทน\nคงที่\nคชลักษณ์\nคชสาร\nคชสีห์\nคชราช\nคณิตศาสตร์\nคดเคี้ยว\nคติธรรม\nคติพจน์\nคนกลาง\nคนไข้\nคนใช้\nคนทรง\nคบไฟ\nคบเพลิง\nคบค้า\nคบคิด\nคบหา\nคมคาย\nครบครัน\nครบถ้วน\nครอบครอง\nครอบคลุม\nครอบครัว\nครอบงำ\nครอบจักรวาล\nคริสตกาล\nคริสตจักร\nคริสต์มาส\nคริสต์ศตวรรษ\nคริสต์ศักราช\nคริสตัง\nคริสเตียน\nครุกรรม\nครุภัณฑ์\nครุศาสตร์\nครุฑพ่าห์\nครุ่นคิด\nคลอเคลีย\nคล่องแคล่ว\nคล่องตัว\nคล่องมือ\nคลั่งไคล้\nคลาคล่ำ\nคลาไคล\nคลาดเคลื่อน\nคลาดแคล้ว\nคลี่คลาย\nคลึงเคล้น\nคลึงเคล้า\nคลื่นไส้\nคลื่นเหียน\nคลุกคลี\nคลุกคลาน\nคลุมเครือ\nคลุมโปง\nคลุ้มคลั่ง\nควงสว่าน\nควบคุม\nควบคู่\nควบแน่น\nควันหลง\nความคิด\nความหลัง\nความเห็น\nคอหอย\nคอห่าน\nคอแห้ง\nค่อนขอด\nค่อนแคะ\nค้อนควัก\nคั่งค้าง\nคั่งแค้น\nคัดค้าน\nคัดง้าง\nคัดท้าย\nคัดเลือก\nคันจาม\nคันฉ่อง\nคันฉาย\nคันชัก\nคันชั่ง\nคันไถ\nคันนา\nคันเร่ง\nคับขัน\nคับคั่ง\nคับแค้น\nคับแคบ\nคางทูม\nคางหมู\nค้างคืน\nค้างปี\nคาดคั้น\nคาดเชือก\nคาดโทษ\nคาดหมาย\nคานหาม\nคาบเกี่ยว\nคาบศิลา\nคาบสมุทร\nคำขาด\nคำนำ\nคิดค้น\nคืนดี\nคืนตัว\nคุกเข่า\nคุณค่า\nคุณชาย\nคุณธรรม\nคุณนาย\nคุณภาพ\nคุณลักษณะ\nคุณวุฒิ\nคุณศัพท์\nคุณสมบัติ\nคุณหญิง\nคุณากร\nคุณูปการ\nคุโณปการ\nคุมเชิง\nคุ้มกัน\nคุยเขื่อง\nคุยโต\nคุ้ยเขี่ย\nคุ้มครอง\nคู่กรณี\nคู่กัด\nคู่ขา\nคู่แข่ง\nคู่ครอง\nคู่ควร\nคู่คิด\nคู่คี่\nคู่ใจ\nคู่ชีพ\nคู่ชีวิต\nคู่บารมี\nคู่บุญ\nคู่ปรปักษ์\nคู่ปรับ\nคู่ผสม\nคู่มือ\nคู่รัก\nคู่ลำดับ\nคู่สาย\nคู่หมั้น\nคู่หู\nคู่อริ\nคู่อาฆาต\nเคมีภัณฑ์\nเคยตัว\nเคร่งขรึม\nเคร่งครัด\nเคร่งเครียด\nเครดิตฟองซิเอร์\nเครื่องกล\nเครื่องกัณฑ์\nเครื่องแกง\nเครื่องเขิน\nเครื่องครัว\nเครื่องเคียง\nเครื่องเงิน\nเครื่องจักร\nเครื่องเซ่น\nเครื่องดนตรี\nเครื่องต้น\nเครื่องทุ่นแรง\nเครื่องเทศ\nเครื่องใน\nเครื่องบิน\nเครื่องบูชา\nเครื่องแบบ\nเครื่องประดับ\nเครื่องปรุง\nเครื่องปรุงรส\nเครื่องมือ\nเครื่องยนต์\nเครื่องร่อน\nเครื่องราง\nเครื่องเรือน\nเครื่องล่าง\nเครื่องเล่น\nเครื่องสาย\nเครื่องสำอาง\nเครื่องสุกำศพ\nเครื่องหมาย\nเครือรัฐ\nเคลียคลอ\nเคลื่อนที่\nเคลื่อนไหว\nเคลือบแคลง\nเคลือบแฝง\nเคลือบฟัน\nเคว้งคว้าง\nเคหสถาน\nเค้าโครง\nเคียดแค้น\nเคี่ยวเข็ญ\nเคี้ยวเอื้อง\nเคืองขุ่น\nโคนม\nโคบาล\nโคมูตร\nโคมลอย\nโครงการ\nโครงเรื่อง\nโครงงาน\nโครงสร้าง\nโครมคราม\nโคลงเคลง\nฆ้องกระแต\nฆ้องชัย\nฆ้องวง\nฆ้องหุ่ย\nฆ้องเหม่ง\nฆ้องโหม่ง\nฆาตกร\nฆาตกรรม\nฆานประสาท\nงงงวย\nงงงัน\nงดเว้น\nงบดุล\nงบประมาณ\nงมโข่ง\nงมงาย\nง่วงงุน\nง่วงเหงา\nงอหาย\nง้องอน\nงอนง้อ\nงอมแงม\nงาช้าง\nง่าเงย\nงานการ\nง่ายดาย\nงึมงำ\nเงินเดือน\nเงินตรา\nเงินยวง\nเงียบกริบ\nเงียบเชียบ\nเงียบเหงา\nเงื่องหงอย\nเงื่อนไข\nเงื่อนงำ\nเงื่อนเวลา\nเงื้อมมือ\nแง่งอน\nจงใจ\nจงรัก\nจดจ่อ\nจดจำ\nจดหมาย\nจดหมายเหตุ\nจรจัด\nจรรยาบรรณ\nจริงจัง\nจริงใจ\nจอมขวัญ\nจอมใจ\nจอมทัพ\nจอมปลวก\nจอมพล\nจ๊ะเอ๋\nจักสาน\nจักรพรรดิ\nจักรภพ\nจักรยาน\nจักรยานยนต์\nจักรราศี\nจักรวรรดิ\nจักรวรรดินิยม\nจักรวาล\nจังหนับ\nจัดการ\nจัดจ้าน\nจัดเจน\nจัดแจง\nจัดตั้ง\nจัดสรร\nจับกุม\nจับจด\nจับเจ่า\nจ่าหน้า\nจาตุทสี\nจาตุมหาราช\nจาตุมหาราชิก\nจาตุมหาราชิกา\nจาตุรงคสันนิบาต\nจาตุรราชการ\nจานเชิง\nจานบิน\nจานผี\nจานเสียง\nจาบจ้วง\nจำเป็น\nจำพรรษา\nจำวัด\nจ้ำจี้จ้ำไช\nจำเลาะตา\nจิงโจ้น้ำ\nจิตใจ\nจิตตภาวนา\nจิตตัง\nจิตตานุปัสสนา\nจิตนิยม\nจิตบำบัด\nจิตแพทย์\nจิตวิสัย\nจิตรกร\nจิตรกรรม\nจิตรลดา\nจิตวิทยา\nจิตเวช\nจิตเวชศาสตร์\nจินตกวี\nจินตนา\nจินตนาการ\nจินตภาพ\nจุฑามณี\nจุฑามาศ\nจุฑารัตน์\nจุนเจือ\nจุ้นจ้าน\nจุลชีพ\nจุลชีวัน\nจุลชีวิน\nจุลทรรศน์\nจุลภาค\nจุลวรรค\nจุลศักราช\nจุลสาร\nจุลินทรีย์\nจุฬามณี\nจุฬาลักษณ์\nเจตคติ\nเจตจำนง\nเจตนารมณ์\nเจตภูต\nเจริญพร\nเจ้ากรม\nเจ้ากรรม\nเจ้าของ\nเจ้าขา\nเจ้าข้า\nเจ้าคณะ\nเจ้าค่ะ\nเจ้าจอม\nเจ้าชู้\nเจ้าตัว\nเจ้าถิ่น\nเจ้าท่า\nเจ้าที่\nเจ้าทุกข์\nเจ้านาย\nเจ้าเนื้อ\nเจ้าบ้าน\nเจ้าบ่าว\nเจ้าประคุณ\nเจ้าประคู้น\nเจ้าพนักงาน\nเจ้าพระคุณ\nเจ้าพระยา\nเจ้าพ่อ\nเจ้าพายุ\nเจ้าฟ้า\nเจ้าภาพ\nเจ้ามือ\nเจ้าแม่\nเจ้าเรือน\nเจ้าสังกัด\nเจ้าสัว\nเจ้าสาว\nเจ้าหน้าที่\nเจ้าหนี้\nเจ้าอาวาส\nเจาะจง\nเจือจาง\nเจือจาน\nเจือปน\nเจื้อยแจ้ว\nแจกจ่าย\nแจ่มแจ้ง\nแจ่มใส\nโจงกระเบน\nโจมตี\nโจรกรรม\nโจรสลัด\nใจความ\nใจคอ\nฉกฉวย\nฉกชิง\nฉลองได\nฉ้อฉล\nฉัตรมงคล\nฉันทลักษณ์\nฉายาลักษณ์\nฉิบหาย\nฉุกเฉิน\nฉุกละหุก\nฉุนเฉียว\nฉุปศาสตร์\nเฉไฉ\nเฉยเมย\nเฉาโฉด\nเฉิดฉัน\nเฉิดฉาย\nเฉิดฉิน\nเฉียบขาด\nเฉียบพลัน\nเฉียบแหลม\nเฉื่อยชา\nแฉะแบะ\nโฉดเฉา\nโฉมงาม\nโฉมฉาย\nโฉมเฉลา\nโฉมตรู\nโฉมยง\nโฉมศรี\nโฉมหน้า\nชดช้อย\nชดเชย\nชดใช้\nชนบท\nชนินทร์\nชนกกรรม\nชนมพรรษา\nชนมายุ\nชมเชย\nชมพูทวีป\nชมพูนท\nชมพูนุท\nชราธรรม\nชราภาพ\nชลจร\nชลธาร\nชลธี\nชลนัยน์\nชลนา\nชลเนตร\nชลประทาน\nชลมารค\nชลาธาร\nชลาลัย\nชลาศัย\nชลาสินธุ์\nชโลทร\nช่วงชิง\nช่วงใช้\nชวนชม\nชวนหัว\nช่วยเหลือ\nช่อฟ้า\nช่อม่วง\nชอกช้ำ\nช่องเขา\nช่องแคบ\nช่องไฟ\nช่องว่าง\nช้องนาง\nชอบกล\nชอบใจ\nชอบธรรม\nชอบพอ\nชักโครก\nชักเงา\nชักจูง\nชักชวน\nชักนำ\nชักเนื้อ\nชักพระ\nชักเย่อ\nชักใย\nชั่งใจ\nชังฆวิหาร\nชัดเจน\nชั้นเชิง\nชั่วคน\nชั่วคราว\nชั่วช้า\nชั่วโมง\nชั่วแล่น\nชาเย็น\nช้านาน\nช่างเครื่อง\nช่างฝีมือ\nช่างฟิต\nช่างไฟ\nช้างน้ำ\nช้างเผือก\nช้างพลาย\nช้างพัง\nช้างสาร\nช้างสีดอ\nชาติธรรม\nชาตินิยม\nชาติพันธุ์\nชาติพันธุ์วิทยา\nชาติภูมิ\nชานชาลา\nชายชาตรี\nชายคา\nชายฝั่ง\nชายทะเล\nชาวเล\nชาววัง\nช้ำใจ\nช้ำชอก\nชิงชัง\nชิงพลบ\nชินชา\nชินบุตร\nชิ้นเอก\nชิมลาง\nชีเปลือย\nชี้ขาด\nชี้แจง\nชี้นำ\nชี้แนะ\nชี้ฟ้า\nชีพจร\nชีพิตักษัย\nชื่นชม\nชื่นบาน\nชื่นมื่น\nชื่อย่อ\nชื่อรอง\nชื่อเล่น\nชื่อเสียง\nชุกชุม\nชุติมา\nชุบตัว\nชุบเลี้ยง\nชุมชน\nชุมทาง\nชุมสาย\nชุ่มใจ\nชุ่มชื่น\nชุ่มชื้น\nชุมนุมชน\nชูชีพ\nชูโรง\nชู้สาว\nเชยชม\nเชลยศักดิ์\nเชลยศึก\nเช่าซื้อ\nเช้าตรู่\nเช้ามืด\nเชิงกราน\nเชิงกล\nเชิงชั้น\nเชิงชาย\nเชิงซ้อน\nเชิงเดียว\nเชิงเดี่ยว\nเชิงตะกอน\nเชิงเทิน\nเชิงมุม\nเชิดชู\nเชิงอรรถ\nเชี่ยนหมาก\nเชี่ยวชาญ\nเชื่องช้า\nเชื่อใจ\nเชื่อถือ\nเชื่อฟัง\nเชื่อมือ\nเชื้อชาติ\nเชื้อเพลิง\nเชื้อไฟ\nเชื้อโรค\nเชื้อสาย\nเชื้อเชิญ\nเชื่องช้า\nเชือนแช\nเชื่อวัน\nแช่เย็น\nแช่อิ่ม\nแช่มช้อย\nแช่มชื่น\nโชกโชน\nโชติช่วง\nโชติรส\nใช้สอย\nซบเซา\nซมซาน\nซวนเซ\nซอกซอน\nซอกแซก\nซ่องสุม\nซ่องเสพ\nซ่องแซ่ง\nซ่อนรูป\nซ่อนเร้น\nซ่อนหา\nซ่อนกลิ่น\nซ่อนทราย\nซ่อมแซม\nซักค้าน\nซักซ้อม\nซักไซ้\nซักฟอก\nซักแห้ง\nซังกะตาย\nซังตาย\nซัดเซ\nซัดทอด\nซับซ้อน\nซับใน\nซับพระพักตร์\nซากศพ\nซ่านเซ็น\nซ้ำซ้อน\nซ้ำซาก\nซ้ำเติม\nซ้ำร้าย\nซี่โครง\nซีดเซียว\nซึมกะทือ\nซึมซาบ\nซึมเซา\nซึมทราบ\nซึมเศร้า\nซื่อตรง\nซื่อสัตย์\nซื้อขาย\nซุกซน\nซุกซ่อน\nซุบซิบ\nซู่ซ่า\nเซซัง\nเซ่อซ่า\nแซ่ซ้อง\nโซดาไฟ\nญาณทัสนะ\nญาณวิทยา\nญาณศาสตร์\nญาติกา\nฐานราก\nดกดื่น\nดงดิบ\nดลใจ\nดลบันดาล\nดวงแก้ว\nดวงใจ\nดวงเดือน\nดวงตรา\nดวงตา\nดวงสมร\nดอกจัน\nดอกจิก\nดอกบัว\nดอกเบี้ย\nดอกฟ้า\nดอกไม้\nดอกยาง\nดอกเล็บ\nดอกทอง\nดอกสร้อย\nดองยา\nดักคอ\nดักฟัง\nดังนั้น\nดังนี้\nดังหนึ่ง\nดั้งเดิม\nดัดจริต\nดัดแปลง\nดันทุรัง\nดับขันธ์\nดับจิต\nดับชีพ\nด่าทอ\nด่างทับทิม\nด่างพร้อย\nดาดฟ้า\nดาราศาสตร์\nดาลเดือด\nดาวกระจาย\nดาวเคราะห์\nดาวตก\nดาวเทียม\nดาวรุ่ง\nดาวเรือง\nดาวฤกษ์\nดาวหาง\nดาวเหนือ\nดาษดื่น\nดินขาว\nดินดาน\nดินดำ\nดินประสิว\nดินปืน\nดินระเบิด\nดินสอ\nดินสอพอง\nดิ้นรน\nดิบดี\nดีเกลือ\nดีใจ\nดีซ่าน\nดีดัก\nดีเดือด\nดีฝ่อ\nดีดดิ้น\nดึกดำบรรพ์\nดึกดื่น\nดึงดัน\nดึงดูด\nดื่มด่ำ\nดื้อด้าน\nดื้อดึง\nดื้อแพ่ง\nดื้อยา\nดื้อรั้น\nดุดัน\nดุเดือด\nดุร้าย\nดุลการค้า\nดุลพินิจ\nดุลภาค\nดุลยพินิจ\nดุลยภาพ\nดุษฎีนิพนธ์\nดุษฎีบัณฑิต\nดุษณีภาพ\nดูแคลน\nดูถูก\nดูดาย\nดูเบา\nดูแล\nดูหมิ่น\nดูเหมือน\nดูดดื่ม\nเด็ดขาด\nเด็ดดวง\nเด็ดเดี่ยว\nเดนตาย\nเดาสวด\nเดาสุ่ม\nเดินทาง\nเดินสะพัด\nเดินสาย\nเดินเหิน\nเดิมพัน\nเดียงสา\nเดียดฉันท์\nเดียวกัน\nเดียวดาย\nเดี๋ยวเดียว\nเดี๋ยวนี้\nเดือดดาล\nเดือดร้อน\nเดือนมืด\nเดือนหงาย\nแดดาล\nแดดิ้น\nแดกดัน\nโด่เด่\nโด่งดัง\nโดดเดี่ยว\nโดยสาร\nได้การ\nได้แก่\nได้ใจ\nได้ที\nได้ยิน\nได้เสีย\nตกเขียว\nตกค้าง\nตกใจ\nตกต่ำ\nตกแต่ง\nตกทอด\nตกฟาก\nตกมัน\nตกยาก\nตกลง\nตกหล่น\nต้นขั้ว\nต้นคิด\nต้นฉบับ\nต้นตอ\nต้นตำรับ\nต้นทุน\nต้นแบบ\nต้นเพลิง\nต้นมือ\nต้นไม้\nต้นร่าง\nต้นเรื่อง\nต้นสังกัด\nต้นหน\nต้นเหตุ\nตบตา\nตบแต่ง\nตบแผละ\nตบมือ\nต้มข่า\nต้มโคล้ง\nต้มยำ\nต้มส้ม\nตรมตรอม\nตรรกวิทยา\nตรรกศาสตร์\nตรวจการ\nตรวจการณ์\nตรวจตรา\nตระบัดสัตย์\nตรัสรู้\nตราตั้ง\nตราบาป\nตรายาง\nตราสาร\nตริตรอง\nตรีกฏุก\nตรีกาย\nตรีโกณ\nตรีโกณมิติ\nตรีคูณ\nตรีทูต\nตรีปิฎก\nตรีภพ\nตรีมูรติ\nตรึกตรอง\nตรึงตรา\nตรุษจีน\nตฤณชาติ\nตฤณมัย\nตลกบาตร\nตลบตะแลง\nตลบหลัง\nตลาดนัด\nตลาดน้ำ\nตลาดมืด\nตลาดสด\nต่อตี\nต่อเติม\nต่อว่า\nต่อสู้\nต่อกร\nต่อต้าน\nต่อแย้ง\nต้องการ\nต้องโทษ\nต้องหา\nต้อนรับ\nตอบโต้\nตอบแทน\nต่อยหอย\nตะพาบน้ำ\nตักตวง\nตักบาตร\nตั้งเข็ม\nตั้งไข่\nตั้งเค้า\nตั้งแง่\nตั้งใจ\nตั้งต้น\nตั้งแต่\nตั้งท้อง\nตัดขาด\nตัดใจ\nตัดเชือก\nตัดตอน\nตัดทอน\nตัดบท\nตัดพ้อ\nตัดรอน\nตัดสิน\nตับเต่า\nตับแลบ\nตับอ่อน\nตัวกลาง\nตัวการ\nตัวเก็ง\nตัวดี\nตัวตั้ง\nตัวเต็ง\nตัวถัง\nตัวแทน\nตัวประกอบ\nตัวประกัน\nตัวแปร\nตัวผู้\nตัวพิมพ์\nตัวเมีย\nตัวยืน\nตัวเลข\nตัวอย่าง\nตั๋วเงิน\nตั๋วแลกเงิน\nตากล้อง\nตาไก่\nตาข่าย\nตาชั่ง\nตาตุ่ม\nตาทวด\nตาปลา\nตาราง\nต่างหาก\nต้านทาน\nตามใจ\nตายใจ\nตายซาก\nตายด้าน\nตายตัว\nตายทั้งกลม\nตายห่า\nตายโหง\nตาลปัตร\nต่ำช้า\nต่ำต้อย\nตำส้ม\nติเตียน\nติณชาติ\nติดขัด\nติดใจ\nติดต่อ\nติดตั้ง\nติดตาม\nติดตื้น\nติดพัน\nติดลม\nติดอ่าง\nตีเกลียว\nตีขลุม\nตีความ\nตีคู่\nตีจาก\nตีตื้น\nตีแผ่\nตีรวน\nตีลังกา\nตีวง\nตีเสมอ\nตีนกา\nตีนคู้\nตีนจก\nตีนตะขาบ\nตีนผี\nตีนเหยียด\nตึกแถว\nตึกระฟ้า\nตึงเครียด\nตึงตัง\nตื้นตัน\nตื่นตัว\nตื่นตูม\nตื่นเต้น\nตุ๊ต๊ะ\nตุ้บตั้บ\nตุ้มหู\nตุลาการ\nตุลาคม\nตู้นิรภัย\nตูมตาม\nตู้เสบียง\nเตโชธาตุ\nเตร็ดเตร่\nเต้นรำ\nเตาแก๊ส\nเตาผิง\nเตาฟู่\nเตาไฟ\nเตารีด\nเตาสูบ\nเต่าทอง\nเต้ารับ\nเต้าส่วน\nเต้าเสียบ\nเต้าหู้ยี้\nแต่ละ\nแตกคอ\nแตกคอก\nแตกฉาน\nแตกดับ\nแตกตื่น\nแตกพาน\nแตกแยก\nแตกร้าว\nแตกหัก\nแต่งงาน\nแต่งตั้ง\nแต้มคู\nแต้มต่อ\nแตรงอน\nแตรเดี่ยว\nแตรฝรั่ง\nแตรฟันฟาร์\nแตรวง\nโต้ตอบ\nโต้เถียง\nโต้แย้ง\nโต๊ะหมู่\nโต๊ะอิหม่าม\nใต้ถุน\nไต้ก๋ง\nไต่คู้\nไต่เต้า\nไต่ถาม\nไต้ฝุ่น\nไตรจักร\nไตรจีวร\nไตรตรึงษ์\nไตรทวาร\nไตรปิฎก\nไตรเพท\nไตรภพ\nไตรภูมิ\nไตรภาคี\nไตรยางศ์\nไตรรงค์\nไตรรัตน์\nไตรลักษณ์\nไตรโลก\nไตรสรณคมน์\nไตรสิกขา\nไต่สวน\nถกเถียง\nถดถอย\nถนัดถนี่\nถนิมสร้อย\nถมถืด\nถมเถ\nถมไป\nถลากไถล\nถ้วนถี่\nถ้วยฟู\nถ่องแท้\nถอดถอน\nถ้อยคำ\nถ้อยแถลง\nถากถาง\nถ่านไฟฉาย\nถ่านหิน\nถามไถ่\nถ่ายทอด\nถ่ายทุกข์\nถ่ายเท\nถาวรวัตถุ\nถ้ำมอง\nถี่ถ้วน\nถึงใจ\nถูกใจ\nถูกชะตา\nเถรวาท\nเถ้าแก่\nเถ้าแก่เนี้ย\nแถมพก\nแถลงการณ์\nไถ่ถอน\nไถ่ถาม\nทดแทน\nทดรอง\nทดลอง\nทดสอบ\nทนทาน\nทนายความ\nทบทวน\nทแยงมุม\nทรงกลด\nทรงเครื่อง\nทรงเจ้า\nทรัพย์สิน\nทรามชม\nทรามเชย\nทรามวัย\nทรามสงวน\nทรามสวาท\nทรุดโทรม\nทฤษฎีบท\nท้วงติง\nท่วมท้น\nทวาทศ\nทวาทศมาส\nทวาบรยุค\nทวารบาล\nทวิบถ\nทวิบท\nทวิบาท\nทวิภาค\nทวิภาคี\nทวีคูณ\nทศกัณฐ์\nทศชาติ\nทศทิศ\nทศนิยม\nทศพร\nทศพล\nทศพิธราชธรรม\nทศมาส\nทศวรรษ\nท่อไอเสีย\nท้อถอย\nท้อแท้\nทองขาว\nทองคำ\nทองคำขาว\nทองคำเปลว\nทองเค\nทองแดง\nทองบรอนซ์\nทองม้วน\nทองย้อย\nทองสัมฤทธิ์\nทองหยอด\nทองหยิบ\nทองเหลือง\nทองเอก\nท่องเที่ยว\nท้องตรา\nท้องถิ่น\nท้องที่\nท้องน้อย\nท้องร่อง\nท้องเรื่อง\nทอดมัน\nทอดทิ้ง\nทอดน่อง\nทอดยอด\nทอดหุ่ย\nทอยกอง\nทะเบียนบ้าน\nทะเลทราย\nทะเลสาบ\nทะเลหลวง\nทักขิณาวัฏ\nทักท้วง\nทักทาย\nทักษิณาวรรต\nทักษิณาทาน\nทักษิณานุประทาน\nทั้งกลม\nทั้งคน\nทั้งดุ้น\nทั้งที\nทั้งนั้น\nทั้งนี้\nทั้งปวง\nทั้งผอง\nทั้งเพ\nทั้งมวล\nทั้งสิ้น\nทั้งหมด\nทั้งหลาย\nทัณฑ์บน\nทัดทาน\nทัดเทียม\nทันควัน\nทันใจ\nทันใด\nทันตา\nทันสมัย\nทันที\nทับถม\nทับทรวง\nทับศัพท์\nทั่วถึง\nทั่วไป\nท่าทาง\nท่าที\nท้าทาย\nทางการ\nทางข้าม\nทางด่วน\nทางเท้า\nทางโท\nทางใน\nทางผ่าน\nทางม้าลาย\nทางหลวง\nทางออก\nทางเอก\nทานกัณฑ์\nทานตะวัน\nท่านชาย\nทานบารมี\nท่านผู้หญิง\nท่านหญิง\nทาบทาม\nท้ายทอย\nทารุณกรรม\nทำคลอด\nทำใจ\nทำซ้ำ\nทำท่า\nทำที\nทำแท้ง\nทำโทษ\nทำบาป\nทำบุญ\nทำพิษ\nทำฟัน\nทำร้าย\nทำวัตร\nทำสาว\nทำเสน่ห์\nทำหมัน\nทำให้\nทิ้งขว้าง\nทิ้งทวน\nทิ้งท้าย\nทินกร\nทิพจักขุ\nทิพโสต\nทิพยจักษุ\nทิพยญาณ\nทิพยเนตร\nทิพยรส\nทิพากร\nทิ่มตำ\nทิ่มแทง\nทิวากร\nทิวากาล\nทิศทาง\nทีเด็ด\nทีท่า\nทีนี้\nทีหลัง\nทีฆนิกาย\nทีฆสระ\nที่ดิน\nที่นอน\nที่นั่ง\nที่ปรึกษา\nที่พึ่ง\nที่มั่น\nที่ราบ\nที่ว่าการ\nที่สุด\nที่หมาย\nที่ไหน\nทุกที\nทุกเมื่อ\nทุกข์สุข\nทุนทรัพย์\nทุนนิยม\nทุนรอน\nทุนสำรอง\nทุ่มเถียง\nทุ่มเท\nทูนหัว\nทูลกระหม่อม\nเทกระจาด\nเทครัว\nเทพเจ้า\nเทพดา\nเทพธิดา\nเทพนม\nเทพนิยม\nเทพนิยาย\nเทพบุตร\nเทพสังหรณ์\nเทศกาล\nเทศนาโวหาร\nเทศบัญญัติ\nเทศบาล\nเทศมนตรี\nเทห์ฟากฟ้า\nเท่ากับ\nเท่าใด\nเท่าตัว\nเท่าทัน\nเท่าทุน\nเท่าเทียม\nเท่านั้น\nเท่าไร\nเท้าช้าง\nเทิดทูน\nเที่ยงตรง\nเที่ยงแท้\nเที่ยงธรรม\nเทียนชนวน\nเทียนพรรษา\nเทียบเคียง\nเทียบเท่า\nเทือกเขา\nเทือกเถา\nแท็งก์น้ำ\nแท่นพิมพ์\nแท่นมณฑล\nแท่นหมึก\nแทรกซอน\nแทรกซ้อน\nแทรกซึม\nแทรกแซง\nแทะโลม\nไทยดำ\nไทยทาน\nไทยธรรม\nไทยน้อย\nไทยใหญ่\nธงชัย\nธงชาติ\nธงทิว\nธรณีวิทยา\nธรณีสงฆ์\nธรรมกาย\nธรรมการ\nธรรมเกษตร\nธรรมขันธ์\nธรรมคุณ\nธรรมจรรยา\nธรรมจริยา\nธรรมจักร\nธรรมจักษุ\nธรรมจาคะ\nธรรมจารี\nธรรมชาติ\nธรรมดา\nธรรมเนียม\nธรรมราชา\nธรรมศาสตร์\nธรรมสภา\nธรรมสังเวช\nธัญพืช\nธารพระกร\nธีรภาพ\nธีรราช\nนกเขา\nนกต่อ\nนกยูง\nนกรู้\nนกหวีด\nนครบาล\nนครรัฐ\nนงคราญ\nนงนุช\nนงพะงา\nนงเยาว์\nนงราม\nนงลักษณ์\nนบนอบ\nนพเก้า\nนพคุณ\nนพเคราะห์\nนพปฎล\nนพพล\nนพรัตน์\nนพศก\nนพศูล\nนมข้น\nนมผง\nนมไม้\nนมนาน\nนมหนู\nนมแมว\nนรีเวช\nนรีเวชวิทยา\nนวดฟั้น\nนวยนาด\nนวลระหง\nนวลลออ\nนวลละออง\nนวลจันทร์\nนอกครู\nนอกคอก\nนอกจาก\nนอกใจ\nนอกชาน\nนอกรีต\nนอกเหนือ\nนองเนือง\nนองเลือด\nนอนก้น\nนอนใจ\nนอบนบ\nนอนเล่น\nนอบน้อม\nน้อมนำ\nน้อยใจ\nน้อยหน้า\nนักการ\nนักการเมือง\nนักกีฬา\nนักข่าว\nนักท่องเที่ยว\nนักเทศน์\nนักโทษ\nนักธรรม\nนักบวช\nนักบิน\nนักบุญ\nนักปราชญ์\nนักพรต\nนักรบ\nนักเรียน\nนักเลง\nนักวิชาการ\nนักศึกษา\nนักสิทธิ์\nนักสืบ\nนักหนา\nนั่งเทียน\nนั่งร้าน\nนัดแนะ\nนัดหมาย\nนั่นแหละ\nนั่นเอง\nนับถือ\nนับประสา\nนัยน์ตา\nนาดำ\nนาปรัง\nนาปี\nนาสวน\nนาหว่าน\nนาคบาศ\nนาคปรก\nนาคราช\nนางกวัก\nนางกำนัล\nนางงาม\nนางใน\nนางบำเรอ\nนางแบบ\nนางพญา\nนางฟ้า\nนางไม้\nนางโลม\nนางสาว\nนางห้าม\nนางเอก\nนาฏกรรม\nนาฏดนตรี\nนาฏศิลป์\nนานนม\nน่านน้ำ\nน่านฟ้า\nนามกร\nนามธรรม\nนามไธย\nนามบัตร\nนามปากกา\nนามแฝง\nนามสกุล\nนามสงเคราะห์\nนามสมญา\nนายทะเบียน\nนายท่า\nนายท้าย\nนายทุน\nนายประกัน\nนายหน้า\nนายอำเภอ\nนารายณ์หัตถ์\nนารีผล\nนาวิกโยธิน\nนำจับ\nนำพา\nนำทาง\nนำร่อง\nนำสืบ\nนำแสดง\nน้ำกรด\nน้ำกาม\nน้ำเกลือ\nน้ำข้าว\nน้ำแข็ง\nน้ำแข็งไส\nน้ำแข็งแห้ง\nน้ำครำ\nน้ำคร่ำ\nน้ำค้าง\nน้ำค้างแข็ง\nน้ำคาวปลา\nน้ำคำ\nน้ำเค็ม\nน้ำเคย\nน้ำเงิน\nน้ำเงี้ยว\nน้ำจัณฑ์\nน้ำจิ้ม\nน้ำใจ\nน้ำเชื้อ\nน้ำเชื่อม\nน้ำซาวข้าว\nน้ำดอกไม้\nน้ำดี\nน้ำตก\nน้ำตา\nน้ำตาล\nน้ำท่า\nน้ำนม\nน้ำนวล\nน้ำบาดาล\nน้ำประสานทอง\nน้ำประปา\nน้ำปลา\nน้ำป่า\nน้ำผึ้ง\nน้ำพริก\nน้ำพริกเผา\nน้ำพี้\nน้ำพุ\nน้ำมนต์\nน้ำมนตร์\nน้ำมัน\nน้ำมือ\nน้ำมูก\nน้ำเมา\nน้ำย่อย\nน้ำยา\nน้ำรัก\nน้ำแร่\nน้ำลาย\nน้ำเลี้ยง\nน้ำสต๊อก\nน้ำส้ม\nน้ำส้มสายชู\nน้ำสังข์\nน้ำสาบาน\nน้ำเสียง\nน้ำหนวก\nน้ำหนอง\nน้ำหนัก\nน้ำหน้า\nน้ำหนึ่ง\nน้ำหมึก\nน้ำหอม\nน้ำเหลือง\nน้ำอบ\nน้ำอ้อย\nน้ำอัดลม\nนิ่งเฉย\nนิจศีล\nนิดเดียว\nนิดหน่อย\nนิติกร\nนิติกรรม\nนิติธรรม\nนิตินัย\nนิติบัญญัติ\nนิติบุคคล\nนิติภาวะ\nนิติวิทยาศาสตร์\nนิติเวช\nนิติเวชศาสตร์\nนิติศาสตร์\nนิเทศศาสตร์\nนิ่มนวล\nนิรุกติศาสตร์\nนิเวศวิทยา\nนิศากร\nนิศากาล\nนิศาชล\nนิศารัตน์\nนี่แน่ะ\nนี่แหละ\nนี่เอง\nนึกคิด\nนุงถุง\nนุ่งห่ม\nนุ่มนวล\nนุ่มนิ่ม\nเนตรนารี\nเนติบัณฑิต\nเนยเทียม\nเนยใส\nเนิ่นนาน\nเนิบนาบ\nเนื้อความ\nเนื้อคู่\nเนื้อเค็ม\nเนื้องอก\nเนื้อตัว\nเนื้อตาย\nเนื้อที่\nเนื้อแท้\nเนื้อเปื่อย\nเนื้อผ้า\nเนื้อเพลง\nเนื้อไม้\nเนื้อเยื่อ\nเนื้อร้อง\nเนื้อร้าย\nเนื้อเรื่อง\nเนื้อหา\nเนืองนอง\nเนืองนิตย์\nเนืองแน่น\nแน่ใจ\nแน่ชัด\nแน่แท้\nแน่นอน\nแน่นิ่ง\nแน่แน่ว\nแน่นแฟ้น\nแน่นหนา\nแนบเนียน\nแนบแน่น\nแนวคิด\nแนวทาง\nแนวโน้ม\nแนวป่า\nแนวรบ\nแนวร่วม\nแนวหน้า\nแนวหลัง\nแน่วแน่\nแนะนำ\nแนะแนว\nโน้มน้าว\nในหลวง\nบกพร่อง\nบงกช\nบงการ\nบดบัง\nบทกลอน\nบทกวี\nบทความ\nบทคัดย่อ\nบทเฉพาะกาล\nบทนำ\nบทบัญญัติ\nบทบาท\nบทประพันธ์\nบทเพลง\nบทร้อง\nบทเรียน\nบทลงโทษ\nบทสนทนา\nบทอัศจรรย์\nบทจร\nบทบงสุ์\nบทมาลย์\nบทรัช\nบทเรศ\nบทวลัญช์\nบนบาน\nบรมครู\nบรมธาตุ\nบรมบพิตร\nบรมวงศานุวงศ์\nบรมอัฐิ\nบรรณพิภพ\nบรรณศาลา\nบรรณาการ\nบรรณาธิการ\nบรรณานุกรม\nบรรณารักษ์\nบรรณารักษศาสตร์\nบรรดามี\nบรรดาศักดิ์\nบรรทัดฐาน\nบรรพบุรุษ\nบรรลัยกัลป์\nบรรลัยจักร\nบริคณห์สนธิ\nบวงสรวง\nบ่วงบาศ\nบ้วนพระโอษฐ์\nบ่อเกิด\nบอกกล่าว\nบอกบท\nบอกบุญ\nบอกใบ้\nบอกปัด\nบ้องกัญชา\nบ้องตื้น\nบ้องไฟ\nบ้องหู\nบอดสี\nบ่อนทำลาย\nบอบช้ำ\nบอบบาง\nบอบแบบ\nบังโกลน\nบังโคลน\nบังใบ\nบั้งไฟ\nบังคับการ\nบังคับบัญชา\nบัญชาการ\nบัณฑุกัมพล\nบัดดล\nบัดเดี๋ยว\nบัดนั้น\nบัดนี้\nบัดสีบัดเถลิง\nบัตรเครดิต\nบัตรพลี\nบัตรสนเท่ห์\nบัตรสินเชื่อ\nบั่นทอน\nบั้นท้าย\nบั้นปลาย\nบั้นพระองค์\nบั้นเอว\nบันไดลิง\nบันไดเลื่อน\nบันเทิงคดี\nบัวลอย\nบัวบก\nบ้าจี้\nบ้าดีเดือด\nบ้าน้ำลาย\nบ้าบิ่น\nบ้าระห่ำ\nบ้าเลือด\nบ้าหอบฟาง\nบากบั่น\nบากหน้า\nบางตา\nบางเบา\nบางที\nบาดเจ็บ\nบาดแผล\nบาดหมาง\nบาตรใหญ่\nบาทบงกช\nบาทบงสุ์\nบาทบริจาริกา\nบาทวิถี\nบานเกล็ด\nบานตะเกียง\nบานตะไท\nบานเบอะ\nบานปลาย\nบานแผละ\nบานพับ\nบ้านจัดสรร\nบ้านช่อง\nบ้านนอก\nบ้านพัก\nบ้านเมือง\nบ้านรับรอง\nบ้านเรือน\nบาปกรรม\nบายศรี\nบ่ายเบี่ยง\nบ่ายหน้า\nบ่าวไพร่\nบิดเบี้ยว\nบิดเบือน\nบิดพลิ้ว\nบี้แบน\nบีบคั้น\nบีบรัด\nบึ้งตึง\nบึ้งบูด\nบุกบั่น\nบุกเบิก\nบุกรุก\nบุคลิกภาพ\nบุคลิกลักษณะ\nบุญธรรม\nบุญนิธิ\nบุญฤทธิ์\nบุบสลาย\nบุ้ยใบ้\nบุรุษเพศ\nบุหงารำไป\nบู้บี้\nบูชายัญ\nบูดบึ้ง\nบูดเบี้ยว\nเบาความ\nเบาใจ\nเบาบาง\nเบาปัญญา\nเบามือ\nเบาแรง\nเบาสมอง\nเบาหวาน\nเบาโหวง\nเบ้าตา\nเบาะแส\nเบิกความ\nเบิกบาน\nเบี้ยล่าง\nเบี้ยเลี้ยง\nเบี้ยหวัด\nเบี่ยงบ่าย\nเบียดบัง\nเบียดเบียน\nเบียดเสียด\nเบื้องต้น\nเบื้องบน\nเบื้องหน้า\nเบื้องหลัง\nแบกะดิน\nแบเบาะ\nแบ่งเบา\nแบ่งปัน\nแบ่งแยก\nแบบฉบับ\nแบบแปลน\nแบบแผน\nแบบฝึกหัด\nแบบพิมพ์\nแบบสอบถาม\nแบบอย่าง\nแบะแฉะ\nแบะท่า\nโบแดง\nโบราณคดี\nโบราณวัตถุ\nโบราณสถาน\nใบขับขี่\nใบจอง\nใบตอง\nใบแทรก\nใบบอก\nใบบุญ\nใบเบิกทาง\nใบปลิว\nใบพัด\nใบโพ\nใบไม้\nใบระกา\nใบรับรอง\nใบลา\nใบเลี้ยง\nใบสั่ง\nใบสำคัญ\nใบสุทธิ\nใบเสร็จ\nใบหน้า\nใบอนุญาต\nใบระกา\nปกครอง\nปกคลุม\nปกป้อง\nปกปิด\nปฏิบัติการ\nปฏิบัติบูชา\nปฐพีวิทยา\nปฐมฌาน\nปฐมทัศน์\nปฐมเทศนา\nปฐมนิเทศ\nปฐมพยาบาล\nปฐมยาม\nปฐมฤกษ์\nปฐมวัย\nปฐมสมโพธิ\nปนเป\nป่นปี้\nปมเขื่อง\nปมเด่น\nปมด้อย\nปรนเปรอ\nปรบไก่\nปรบมือ\nปรสิตวิทยา\nประโปรย\nประพรม\nประกันชีวิต\nประกันภัย\nประจักษ์พยาน\nประจัญบาน\nประจันหน้า\nประจำการ\nประจำเดือน\nประจำเมือง\nประจำยาม\nประชดประชัน\nประชากร\nประชากรศาสตร์\nประชาคม\nประชาชน\nประชาราษฎร์\nประชาชาติ\nประชาชี\nประชาทัณฑ์\nประชาบาล\nประชาพิจารณ์\nประชาภิบาล\nประชามติ\nประชาสงเคราะห์\nประชาสัมพันธ์\nประดับประดา\nประดามี\nประดาน้ำ\nประเดี๋ยวเดียว\nประเดี๋ยวนี้\nประทับใจ\nประทุษร้าย\nประเทศราช\nประพาสต้น\nประเพณีนิยม\nประลัยกัลป์\nประวัติการณ์\nประวัติศาสตร์\nประสบการณ์\nประสบการณ์นิยม\nประสาทการ\nประสูติการ\nประสูติกาล\nประเส\nปรับทุกข์\nปรับโทษ\nปรับปรุง\nปรากฏการณ์\nปราดเปรียว\nปราดเปรื่อง\nปราบปราม\nปริญญาบัตร\nปรัยัติธรรม\nปรุโปร่ง\nปลงใจ\nปลงตก\nปลดทุกข์\nปลดปลง\nปลดปล่อย\nปลดเปลื้อง\nปลดระวาง\nปลดแอก\nปล้นสะดม\nปลอกกระสุน\nปลอกคอ\nปลอดโปร่ง\nปลอดภัย\nปลอมปน\nปลอมแปลง\nปลอบโยน\nปล่อยใจ\nปล่อยตัว\nปล่อยปละ\nปลั๊กไฟ\nปลากริม\nปลาเค็ม\nปลาจ่อม\nปลาเจ่า\nปลาแดก\nปลาตู้\nปลาทอง\nปลาร้า\nปลาส้ม\nปลาดาว\nปลาบิน\nปลาฝา\nปลาวาฬ\nปลาหมึก\nปลาบปลื้ม\nปลายข้าว\nปลายแถว\nปลายทาง\nปลิ้นปลอก\nปลิ้นปล้อน\nปลีกตัว\nปลีกย่อย\nปลุกใจ\nปลุกปล้ำ\nปลุกปั่น\nปลุกระดม\nปลุกเสก\nปลูกฝัง\nปลูกสร้าง\nปวดถ่วง\nปวดมวน\nปวดร้าว\nป่วนปั่น\nป่วยการ\nปอกลอก\nป้องกัน\nปักใจ\nปักดำ\nปักหลัก\nปัจเจกบุคคล\nปัจเจกพุทธะ\nปัจเจกโพธิ\nปัจฉิมชน\nปัจฉิมทิศ\nปัจฉิมภาค\nปัจฉิมยาม\nปัจฉิมลิขิต\nปัจฉิมวัย\nปัจฉิมวาจา\nปัญญาชน\nปัญญาวิมุติ\nปัญญาอ่อน\nปัดเป่า\nปันส่วน\nปั่นป่วน\nปั่นแปะ\nปั่นหัว\nปั้นจิ้ม\nปั้นเจ๋อ\nปั้นปึ่ง\nปั้นสิบ\nปั๊มน้ำมัน\nป่าช้า\nป่าชายเลน\nป่าดง\nป่าดงดิบ\nป่าดิบ\nป่าเถื่อน\nป่าเบญจพรรณ\nป่าละเมาะ\nปากกา\nปากขอ\nปากแข็ง\nปากคอ\nปากคำ\nปากคีบ\nปากจัด\nปากน้ำ\nปากเปล่า\nปากเสียง\nปานกลาง\nป่านนี้\nป้านลม\nป้ายสี\nป่าวร้อง\nปิดฉาก\nปิดบัง\nปิตุฆาต\nปิตุภูมิ\nปีมะโว้\nปีแสง\nปี่กลาง\nปี่ไฉน\nปี่ชวา\nปี่นอก\nปี่ใน\nปี่พาทย์\nปี่อ้อ\nปีกกา\nปีนเกลียว\nปีนป่าย\nปึกแผ่น\nปึงปัง\nปืนกล\nปืนครก\nปืนพก\nปืนยา\nปืนยาว\nปืนลม\nปืนเล็ก\nปืนเล็กยาว\nปืนสั้น\nปืนใหญ่\nปุบปับ\nปุ๊บปั๊บ\nปุ่มเปือก\nปุยฝ้าย\nปุ๋ยคอก\nปุ๋ยเคมี\nปุ๋ยวิทยาศาสตร์\nปุ๋ยหมัก\nปุ๋ยอินทรีย์\nปูจ๋า\nปูเสฉวน\nปู่เจ้า\nปู่ทวด\nปูนขาว\nปูนซีเมนต์\nปูนดิบ\nปูนแดง\nปูนปลาสเตอร์\nปูนปั้น\nเป็ดเทศ\nเป็ดน้ำ\nเป็นกลาง\nเป็นใจ\nเป็นต้น\nเป็นต่อ\nเป็นรอง\nเป็นไร\nเป็นลม\nเป็นห่วง\nเป็นอยู่\nเปรมปรีดิ์\nเปรอะเปื้อน\nเปรียบเทียบ\nเปรียบเปรย\nเปรี้ยวปาก\nเปรี้ยวหวาน\nเปรื่องปราด\nเปลญวน\nเปล่งปลั่ง\nเปล่าดาย\nเปล่าเปลี่ยว\nเปลี่ยนใจ\nเปลี่ยนตัว\nเปลี่ยนแปลง\nเปลี่ยนมือ\nเปลี่ยนหน้า\nเป๋อเหลอ\nเปะปะ\nเป่ากบ\nเป้านิ่ง\nเป้าหมาย\nเปิดฉาก\nเปิดเปิง\nเปิดโปง\nเปิดผนึก\nเปิดเผย\nเปียกปูน\nแป้งสาลี\nแป้งนวล\nแป้งเปียก\nแป้งมัน\nแป้งฝุ่น\nแป้งร่ำ\nแป้งสิงคโปร์\nแป้งหมี่\nแปดปน\nแปดเปื้อน\nแปรปรวน\nแปรผัน\nแปรพักตร์\nแปรรูป\nแปรอักษร\nแปลกปลอม\nแปะโป้ง\nโป้ปด\nโปร่งแสง\nโปร่งใส\nโปรดปราน\nโปรยทาน\nโปรยปราย\nโปโลน้ำ\nผกผัน\nผกากรอง\nผงขาว\nผงชูรส\nผงซักฟอก\nผงฟู\nผดุงครรภ์\nผมไฟ\nผลพลอยได้\nผลลัพธ์\nผลัดเปลี่ยน\nผลิตผล\nผลิตภัณฑ์\nผลุบโผล่\nผสมเทียม\nผสมผสาน\nผสมผเส\nผสมพันธุ์\nผสมโรง\nผสมเสร็จ\nผ่องแผ้ว\nผ่องใส\nผ่อนคลาย\nผ่อนชำระ\nผ่อนปรน\nผ่อนผัน\nผ่อนส่ง\nผอมโซ\nผอมแห้ง\nผักชี\nผักตบชวา\nผักบุ้ง\nผังเมือง\nผัดผ่อน\nผันแปร\nผันผวน\nผ่าตัด\nผ่าเผย\nผ่าหมาก\nผ่าเหล่า\nผ้าขนหนู\nผ้าขาวม้า\nผ้าขี้ริ้ว\nผ้าเช็ดตัว\nผ้าเช็ดปาก\nผ้าเช็ดมือ\nผ้าเช็ดหน้า\nผ้าดิบ\nผ้าต่วน\nผ้าไตร\nผ้าถุง\nผ้าแถบ\nผ้านวม\nผ้านุ่ง\nผ้าใบ\nผ้าป่า\nผ้าป่าน\nผ้าผ่อน\nผ้าพันคอ\nผ้าพันแผล\nผ้าแพร\nผ้าโพกหัว\nผ้ามัดหมี่\nผ้ายาง\nผ้าลูกไม้\nผ้าเหลือง\nผ้าอนามัย\nผ้าอ้อม\nผาดโผน\nผาติกรรม\nผิดหวัง\nผิวเผิน\nผิวพรรณ\nผิวหนัง\nผีกระสือ\nผีกระหัง\nผีกองกอย\nผีโขมด\nผีดิบ\nผีตองเหลือง\nผีถ้วยแก้ว\nผีแถน\nผีทะเล\nผีบุญ\nผีปอบ\nผีพุ่งไต้\nผีฟ้า\nผีเรือน\nผีสาง\nผีเสื้อ\nผีห่า\nผึ่งผาย\nผุดผ่อง\nผุดผาด\nผู้คน\nผู้คุม\nผู้จัดการ\nผู้ชาย\nผู้เชี่ยวชาญ\nผู้ดี\nผู้โดยสาร\nผู้ต้องขัง\nผู้ต้องหา\nผู้แทน\nผู้น้อย\nผู้บริโภค\nผู้บังคับบัญชา\nผู้ปกครอง\nผู้ประกอบการ\nผู้ป่วย\nผู้พิพากษา\nผู้เยาว์\nผู้ร้าย\nผู้วิเศษ\nผู้สื่อข่าว\nผู้เสียหาย\nผู้หญิง\nผู้ใหญ่\nผู้ใหญ่บ้าน\nผูกขวัญ\nผูกขาด\nผูกพัน\nผูกมัด\nเผชิญหน้า\nเผด็จการ\nเผด็จศึก\nเผยแผ่\nเผยแพร่\nเผละผละ\nเผ่าพันธุ์\nเผื่อแผ่\nแผงลอย\nแผนการ\nแผนงาน\nแผนที่\nแผนผัง\nแผนภาพ\nแผนภูมิ\nแผ่นดิน\nแผ่นเสียง\nแผ้วพาน\nโผงผาง\nฝนทอง\nฝอยทอง\nฝักแค\nฝักบัว\nฝักฝ่าย\nฝักใฝ่\nฝังใจ\nฝังหัว\nฝาชี\nฝาแฝด\nฝาละมี\nฝ่าพระบาท\nฝ่าฝืน\nฝ่าฟัน\nฝ้าฟาง\nฝากตัว\nฝากฝัง\nฝีดาษ\nฝีมะม่วง\nฝีจักร\nฝีเท้า\nฝีปาก\nฝีพาย\nฝีมือ\nฝีเย็บ\nฝึกงาน\nฝึกปรือ\nฝึกฝน\nฝึกสอน\nฝึกหัด\nฝืดเคือง\nใฝ่ฝัน\nพงพี\nพงศ์พันธุ์\nพญาโศก\nพญาไฟ\nพบปะ\nพบพาน\nพรสวรรค์\nพรมคด\nพรมแดน\nพรมมิ\nพรรคพวก\nพรรณราย\nพรวดพราด\nพรหมชาติ\nพรหมลิขิต\nพรหมโลก\nพรหมวิหาร\nพร้อมใจ\nพร้อมพรั่ง\nพร้อมเพรียง\nพร้อมมูล\nพร้อมสรรพ\nพร้อมหน้า\nพระครู\nพระคุณ\nพระเคราะห์\nพระเครื่อง\nพระเจ้า\nพระเจ้าอยู่หัว\nพระชายา\nพระทัย\nพระนาง\nพระนางเจ้า\nพระเป็นเจ้า\nพระผู้เป็นเจ้า\nพระพิมพ์\nพระพุทธเจ้า\nพระพุทธองค์\nพระภูมิ\nพระยา\nพระรอง\nพระสนม\nพระสนมเอก\nพระองค์\nพระองค์เจ้า\nพระเอก\nพรั่งพร้อม\nพรั่งพรู\nพรั่นพรึง\nพร่างพราว\nพรายน้ำ\nพรายแพรว\nพราวแพรว\nพร่ำพลอด\nพร่ำเพรื่อ\nพร่ำเพ้อ\nพริกไทย\nพริ้งพราย\nพริ้งเพรา\nพริ้งเพริศ\nพริบตา\nพริ้มพราย\nพริ้มเพรา\nพรุ่งนี้\nพฤติกรรม\nพฤติการณ์\nพฤตินัย\nพลการ\nพลขับ\nพลความ\nพลเมือง\nพลรบ\nพลร่ม\nพลเรือน\nพลโลก\nพลศึกษา\nพลบค่ำ\nพลอดรัก\nพลังงาน\nพลังเงียบ\nพลังจิต\nพลั้งปาก\nพลั้งเผลอ\nพลั้งพลาด\nพลัดถิ่น\nพลัดพราก\nพลาดท่า\nพลาดพลั้ง\nพลิกแพลง\nพลีกรรม\nพลุ่งพล่าน\nพวกพ้อง\nพวงมาลัย\nพวงมาลา\nพวงหรีด\nพวงคราม\nพวงชมพู\nพวงแสด\nพ่วงพี\nพวยน้ำ\nพวยพุ่ง\nพสกนิกร\nพหุคูณ\nพหุภาคี\nพหูพจน์\nพหูสูต\nพอควร\nพอใจ\nพอใช้\nพอใช้ได้\nพอดี\nพอตัว\nพอทำเนา\nพอประมาณ\nพอเพียง\nพอแรง\nพอสมควร\nพอเหมาะ\nพ่อขุน\nพ่อครัว\nพ่อตา\nพ่อบ้าน\nพ่อพันธุ์\nพ่อม่าย\nพ่อเมือง\nพ่อเลี้ยง\nพ่อสื่อ\nพอกพูน\nพ้องพาน\nพักผ่อน\nพักพิง\nพักฟื้น\nพักร้อน\nพักแรม\nพัดยศ\nพัดลม\nพันพัว\nพับฐาน\nพับเพียบ\nพัวพัน\nพาซื่อ\nพาดพิง\nพิณพาทย์\nพิธีกร\nพิธีกรรม\nพิธีการ\nพิธีรีตอง\nพิธีสาร\nพินัยกรรม\nพิมพ์เขียว\nพิมพ์ใจ\nพิมพ์ดีด\nพิษสง\nพี่น้อง\nพี่เบิ้ม\nพี่เลี้ยง\nพึงใจ\nพึงพอใจ\nพึ่งพา\nพึ่งพิง\nพืชพันธุ์\nพืชมงคล\nพื้นฐาน\nพื้นที่\nพื้นบ้าน\nพื้นเพ\nพื้นเมือง\nพื้นเสีย\nพุพอง\nพุทธกาล\nพุทธคุณ\nพุทธจักร\nพุทธเจดีย์\nพุทธฎีกา\nพุทธปฏิมา\nพุทธปฏิมากร\nพุทธมามกะ\nพุทธศักราช\nพุทธศาสนิกชน\nพุทธองค์\nพุทธชาด\nพุทธรักษา\nพุ่มพวง\nพุ่มไม้\nพู่กัน\nพูดจา\nเพ่งเล็ง\nเพดานบิน\nเพดานปาก\nเพริศพราย\nเพริศพริ้ง\nเพริศแพร้ว\nเพรียกพร้อง\nเพรียวลม\nเพลงเชิด\nเพลงยาว\nเพลิงกัลป์\nเพลินใจ\nเพลินตา\nเพลี่ยงพล้ำ\nเพ้อฝัน\nเพาะกาย\nเพาะชำ\nเพาะปลูก\nเพิกถอน\nเพิกเฉย\nเพิ่มเติม\nเพิ่มพูน\nเพียงตา\nเพียงพอ\nเพียบแประ\nเพียบพร้อม\nเพื่อนเกลอ\nเพื่อนตาย\nเพื่อนบ้าน\nเพื่อนฝูง\nเพื่อนยาก\nแพ้ท้อง\nแพร่หลาย\nแพร่งพราย\nแพรวพราว\nโพธิญาณ\nโพธิบัลลังก์\nโพธิสมภาร\nโพธิสัตว์\nโพ้นทะเล\nโพยภัย\nไพ่ตาย\nไพ่ป๊อก\nไพรวัน\nไพรสณฑ์\nไพรสัณฑ์\nไพร่พล\nไพร่ฟ้า\nไพร่สม\nไพร่ส่วย\nไพร่หลวง\nฟกช้ำ\nฟองเต้าหู้\nฟองน้ำ\nฟองมัน\nฟ้องกลับ\nฟ้องร้อง\nฟอนเฟะ\nฟักทอง\nฟัดเฟียด\nฟันดาบ\nฟันฝ่า\nฟันแท้\nฟันน้ำนม\nฟันปลา\nฟันฟาง\nฟันเฟือง\nฟันม้า\nฟันเลื่อย\nฟันหนู\nฟั่นเฝือ\nฟั่นเฟือน\nฟื้นตัว\nฟื้นฝอย\nฟื้นฟู\nฟุ้งซ่าน\nฟุ้งเฟ้อ\nฟุ้งเฟื่อง\nฟุตบอล\nฟูฟ่อง\nฟูเฟื่อง\nฟูมฟัก\nฟูมฟาย\nเฟะฟะ\nเฟื่องฟ้า\nเฟื่องฟุ้ง\nเฟื่องฟู\nไฟฉาย\nไฟแช็ก\nไฟธาตุ\nไฟฟ้า\nภัตกิจ\nภาคทัณฑ์\nภาคพื้น\nภาคเรียน\nภาคภูมิ\nภาพถ่าย\nภาพนิ่ง\nภาพประกอบ\nภาพพจน์\nภาพยนตร์\nภาพลวงตา\nภาพลักษณ์\nภายนอก\nภายใน\nภายหน้า\nภายหลัง\nภารกิจ\nภารธุระ\nภารโรง\nภารตวิทยา\nภาษาศาสตร์\nภาสกร\nภิญโญภาพ\nภินชาติ\nภูธร\nภูธเรศ\nภูบาล\nภูเบศ\nภูเบศวร์\nภูเขา\nภูเขาไฟ\nภูผา\nภูตคาม\nภูตบดี\nภูตรูป\nภูเตศวร\nภูมินทร์\nภูมิบาล\nภูมิประเทศ\nภูมิภาค\nภูมิรัฐศาสตร์\nภูมิลำเนา\nภูมิศาสตร์\nภูมิอากาศ\nภูมิธรรม\nภูมิปัญญา\nภูมิรู้\nภูมิใจ\nภูมิฐาน\nภูมิคุ้มกัน\nภูมิแพ้\nภูษาโยง\nเภทภัย\nเภสัชกร\nเภสัชกรรม\nเภสัชวิทยา\nเภสัชศาสตร์\nโภคทรัพย์\nโภคภัณฑ์\nโภชนากร\nโภชนาการ\nมกุฎราชกุมาร\nมงคลแฝด\nมงคลสูตร\nมงคลหัตถี\nมณเฑียรบาล\nมดดำ\nมดแดง\nมดเท็จ\nมดยอบ\nมดลูก\nมธุปายาส\nมธุรส\nมนเทียรบาล\nมนุษย์กบ\nมโนกรรม\nมโนคติ\nมโนทุจริต\nมโนธรรม\nมโนภาพ\nมโนมัย\nมโนรถ\nมโนรมย์\nมโนสุจริต\nมรรคนายก\nมรรคผล\nมฤคชาติ\nมฤคทายวัน\nมฤคราช\nมลทิน\nมลพิษ\nมลสาร\nมวกเหล็ก\nม้วนหน้า\nมวยไทย\nมวยปล้ำ\nมวยล้ม\nมวยวัด\nมวยสากล\nมวยหมู่\nมวลสาร\nมอคราม\nมอซอ\nมอหมึก\nมองเมียง\nมอบตัว\nมอบหมาย\nมอมเมา\nมะขามเทศ\nมะขามป้อม\nมะขามเปียก\nมะเขือเทศ\nมะเขือพวง\nมะพร้าวแก้ว\nมักคุ้น\nมักจี่\nมักง่าย\nมักน้อย\nมักมาก\nมักใหญ่\nมั่งคั่ง\nมั่งมี\nมัจจุราช\nมัชฌิมนิกาย\nมัชฌิมประเทศ\nมัชฌิมยาม\nมัชฌิมวัย\nมัดจำ\nมัดหมี่\nมัธยมกาล\nมัธยมศึกษา\nมันแกว\nมันเทศ\nมันฝรั่ง\nมันเปลว\nมันสมอง\nมั่นคง\nมั่นใจ\nมั่นหมาย\nมั่นเหมาะ\nมัวเมา\nมัวหมอง\nมั่วสุม\nม้าเทศ\nม้าน้ำ\nม้ามืด\nม้าเร็ว\nม้าล่อ\nม้าลาย\nมากมาย\nมาตรการ\nมาตรฐาน\nมาตราส่วน\nมาตุคาม\nมาตุฆาต\nมาตุภูมิ\nม่านตา\nม่านบังตา\nมายากร\nมายากล\nมายาการ\nมายาวี\nมารผจญ\nมารวิชัย\nมารสังคม\nมารหัวขน\nมาลาการ\nมิ่งขวัญ\nมิ่งมิตร\nมิจฉาจาร\nมิจฉาชีพ\nมิดชิด\nมิดเมี้ยน\nมิดหมี\nมิตรจิต\nมิตรภาพ\nมิตรสหาย\nมิน่า\nมีหน้า\nมีดโกน\nมีดดาบ\nมีดโต้\nมีดพก\nมีดพับ\nมีดสั้น\nมึนงง\nมึนชา\nมึนตึง\nมึนเมา\nมืดครึ้ม\nมืดมน\nมืดมัว\nมือจับ\nมือดี\nมือเติบ\nมือปืน\nมือเปล่า\nมือมืด\nมือสอง\nมือเสือ\nมือหนึ่ง\nมือใหม่\nมุกตลก\nมุขปาฐะ\nมุขมนตรี\nมุ่งมั่น\nมุ่งมาด\nมุ่งหน้า\nมุ่งหมาย\nมุ่งหวัง\nมุ้งลวด\nมุ้งสายบัว\nมุมก้ม\nมุมกลับ\nมุมเงย\nมุมฉาก\nมุมตรง\nมุมป้าน\nมุมมืด\nมุมแย้ง\nมุมสะท้อน\nมุมหักเห\nมุมแหลม\nมุสาวาท\nมูกเลือด\nมูกมัน\nมูกหลวง\nมูนดิน\nมูลฐาน\nมูลนาย\nมูลนิธิ\nมูลเหตุ\nมูลค่า\nมูลฝอย\nเม็ดเงิน\nเม็ดเลือด\nเม็ดโลหิต\nเม่นทะเล\nเมรุมาศ\nเมรุราช\nเมล์อากาศ\nเมาดิบ\nเมามัน\nเมามัว\nเมามาย\nเมินเฉย\nเมียน้อย\nเมียหลวง\nเมียงมอง\nเมี่ยงลาว\nเมี่ยงส้ม\nเมื่อกี้\nเมื่อตะกี้\nเมื่อใด\nเมื่อไร\nเมื่อไหร่\nเมื่อนั้น\nเมืองขึ้น\nเมืองท่า\nเมืองนอก\nเมืองหลวง\nเมื่อยขบ\nเมื่อยล้า\nแม่กอง\nแม่กุญแจ\nแม่คุณ\nแม่งาน\nแม่เจ้า\nแม่ชี\nแม่ทัพ\nแม่นม\nแม่น้ำ\nแม่บท\nแม่บ้าน\nแม่เบี้ย\nแม่พระ\nแม่พิมพ์\nแม่เพลง\nแม่มด\nแม่ม่าย\nแม่ไม้\nแม่ยก\nแม่ยาย\nแม่ร้าง\nแม่เรือน\nแม่แรง\nแม่เล้า\nแม่เลี้ยง\nแม่สี\nแม่สื่อ\nแม่เหล็ก\nแมงมุม\nแม่นยำ\nแมลงช้าง\nแมลงวัน\nแมลงปอ\nแมลงภู่\nแมลงเม่า\nแมวเซา\nแมวน้ำ\nแมวป่า\nแมวมอง\nไม้กลัด\nไม้กวาด\nไม้กางเขน\nไม้เกาหลัง\nไม้ขีดไฟ\nไม้จิ้มฟัน\nไม้เด็ด\nไม้ตาย\nไม้ตีพริก\nไม้ที\nไม้เท้า\nไม้บรรทัด\nไม้เมตร\nไม้ระแนง\nไม้เรียว\nไม้หมอน\nไม้อัด\nไม้จัตวา\nไม้ตรี\nไม้ไต่คู้\nไม้โท\nไม้ผัด\nไม้มลาย\nไม้ม้วน\nไม้ยมก\nไม้หน้า\nไม้หันอากาศ\nไม้เอก\nยกกลีบ\nยกครู\nยกเครื่อง\nยกเค้า\nยกทรง\nยกฟ้อง\nยกเมฆ\nยกยอ\nยกย่อง\nยกเลิก\nยกเว้น\nย่นย่อ\nยมทูต\nยมบาล\nยมราช\nยมโลก\nยวดยิ่ง\nยวดยาน\nยวนยี\nยวบยาบ\nย่อท้อ\nย่อส่วน\nย่อหน้า\nย่อหย่อน\nยอกย้อน\nยองใย\nย่องเบา\nย่องแย่ง\nยอดเยี่ยม\nยอดอก\nย้อนยอก\nย้อนรอย\nย้อนศร\nย้อนแสง\nย้อนหลัง\nยอบแยบ\nยอมความ\nย่อมเยา\nย่อยยับ\nยักยอก\nยักย้าย\nยักเยื้อง\nยัญกรรม\nยัญพิธี\nยัดเยียด\nยับเยิน\nยับยั้ง\nยั่วยวน\nยั่วยุ\nยั่วเย้า\nยากวาด\nยากันยุง\nยาเขียว\nยาใจ\nยาฉุน\nยาชา\nยาซัด\nยาดอง\nยาแดง\nยาถ่าย\nยาธาตุ\nยานัตถุ์\nยาเบื่อ\nยาโป๊\nยาแฝด\nยาพิษ\nยาระบาย\nยาสลบ\nยาสั่ง\nยาสีฟัน\nยาสูบ\nยาเส้น\nยาเสพติด\nยาหม่อง\nยาเหลือง\nย่าทวด\nย่านาง\nยากแค้น\nยากจน\nยากเย็น\nยากไร้\nยางนอก\nยางใน\nยางมะตอย\nยางมะตูม\nยางลบ\nยางสน\nยางอาย\nย่างกราย\nย่างเยื้อง\nย่างสด\nย่างสามขุม\nย่างเหยียบ\nยานเกราะ\nยานพาหนะ\nยานอวกาศ\nยานคาง\nยายทวด\nยาวเฟื้อย\nยาวยืด\nยาวเหยียด\nยำทวาย\nยำใหญ่\nยำเกรง\nยำเยง\nย่ำต๊อก\nย่ำยี\nย่ำแย่\nยิงเป้า\nยิ่งนัก\nยิ่งยวด\nยิ่งใหญ่\nยินดี\nยินยอม\nยินร้าย\nยิ้มกริ่ม\nยิ้มแฉ่ง\nยิ้มแต้\nยิ้มแป้น\nยิ้มเผล่\nยิ้มเยาะ\nยิ้มแย้ม\nยียวน\nยึดครอง\nยึดถือ\nยึดมั่น\nยึดเหนี่ยว\nยืดยาด\nยืดยาว\nยืดเยื้อ\nยืดหยุ่น\nยืดอก\nยืนกราน\nยืนต้น\nยืนพื้น\nยืนยง\nยืนยัน\nยืนหยัด\nยื้อยุด\nยุยง\nยุแยง\nยุแหย่\nยุคลบาท\nยุคเข็ญ\nยุคทอง\nยุคมืด\nยุ่งขิง\nยุ่งยาก\nยุ่งเหยิง\nยุติธรรม\nยุทธการ\nยุทธนาวี\nยุทธปัจจัย\nยุทธภัณฑ์\nยุทธภูมิ\nยุทธวิธี\nยุทธศาสตร์\nยุทธหัตถี\nยุทธนาการ\nยุทธนาธิการ\nยุบยับ\nยุบยิบ\nยุพราช\nยู่ยี่\nเย็นเจี๊ยบ\nเย็นใจ\nเย็นฉ่ำ\nเย็นเฉียบ\nเย็นชา\nเย็นชืด\nเย็นตา\nเย็นเยียบ\nเย็นเยือก\nเย็นวาบ\nเย็นวูบ\nเย็บกี่\nเย็บจักร\nเย็บด้าย\nเย้ยหยัน\nเย้าหยอก\nเยาะเย้ย\nเยี่ยมกราย\nเยี่ยมเยียน\nเยี่ยมเยือน\nเยี่ยมยอด\nเยื่อเคย\nเยื่อใย\nเยือกเย็น\nเยื้องกราย\nเยื้องยัก\nเยื้องย่าง\nแยกย้าย\nแยกแยะ\nแย่งชิง\nแยบคาย\nแยบยล\nแย้มพราย\nแย้มยิ้ม\nแย้มสรวล\nโยเย\nโย้เย้\nโยกโคลง\nโยกย้าย\nโยกโย้\nโยนกลอง\nใยหิน\nรกชัฏ\nรกร้าง\nรกเรี้ยว\nรกเรื้อ\nรกราก\nรงควัตถุ\nรชนีกร\nรถกระบะ\nรถเก๋ง\nรถเข็น\nรถแข่ง\nรถจักร\nรถจี๊ป\nรถตู้\nรถทัวร์\nรถบรรทุก\nรถพ่วง\nรถพยาบาล\nรถไฟ\nรถไฟฟ้า\nรถม้า\nรถเมล์\nรถยนต์\nรถราง\nรถลาก\nรถสปอร์ต\nรถสิบล้อ\nรบกวน\nรบรา\nรบเร้า\nรมดำ\nร่มเกล้า\nร่มชูชีพ\nร่มเย็น\nร่มรื่น\nร่วงโรย\nรวงผึ้ง\nรวงรัง\nรวดเร็ว\nรวนเร\nรวบยอด\nรวบรวม\nรวบรัด\nรวมพล\nรวมหัว\nร่วมใจ\nร่วมเพศ\nร่วมมือ\nร่วมรัก\nร่วมสมัย\nรวยริน\nรวยรื่น\nรสชาติ\nรสนิยม\nรองท้อง\nรองเท้า\nรองพื้น\nร่องน้ำ\nร่องรอย\nร้องขอ\nร้องทุกข์\nร้องเรียน\nร้องห่ม\nร้องไห้\nรองช้ำ\nรองทรง\nรอดชีวิต\nรอดตัว\nรอดตาย\nรอนแรม\nร่อนเร่\nร้อนใจ\nร้อนตัว\nร้อนรน\nร้อนรุ่ม\nร้อนวิชา\nร้อนอาสน์\nรอบจัด\nรอบเดือน\nรอบรู้\nรอยร้าว\nร่อยหรอ\nร้อยละ\nร้อยกรอง\nร้อยแก้ว\nร้อยหวาย\nระนาดทุ้ม\nระนาดเอก\nระเบิดขวด\nระเบิดมือ\nระเบียบการ\nรักใคร่\nรักษาการ\nรักษาการณ์\nรังไข่\nรังแตน\nรังนก\nรังผึ้ง\nรังเพลิง\nรังมด\nรังสรรค์\nรังสฤษฏ์\nรั้งรอ\nรังสีแพทย์\nรังสีวิทยา\nรัชกาล\nรัชทายาท\nรัชนีกร\nรัฐธรรมนูญ\nรัฐบาล\nรัฐบุรุษ\nรัฐประศาสน์\nรัฐประหาร\nรัฐพิธี\nรัฐมนตรี\nรัฐวิสาหกิจ\nรัฐศาสตร์\nรัฐสภา\nรัดกุม\nรัดเกล้า\nรัดตัว\nรัดประคด\nรัดรึง\nรัดรูป\nรัตติกาล\nรับขวัญ\nรับจ้าง\nรับช่วง\nรับใช้\nรับซื้อ\nรับทราบ\nรับประกัน\nรับประทาน\nรับปาก\nรับผิด\nรับผิดชอบ\nรับฟ้อง\nรับฟัง\nรับมือ\nรับรอง\nรับรู้\nรับสมัคร\nรับสั่ง\nรับหน้า\nรับเหมา\nรั่วไหล\nรามือ\nร่าเริง\nรากแก้ว\nรากขวัญ\nรากฐาน\nรากฟัน\nรากศัพท์\nรากเหง้า\nร่างกาย\nร่างแห\nร้างรา\nราชกรณียกิจ\nราชการ\nราชกิจ\nราชครู\nราชฐาน\nราชทัณฑ์\nราชทินนาม\nราชทูต\nราชธานี\nราชนาวี\nราชบัณฑิต\nราชบัลลังก์\nราชบาตร\nราชบุตร\nราชปะแตน\nราชภัฏ\nราชมัล\nราชยาน\nราชรถ\nราชลัญจกร\nราชเลขาธิการ\nราชเลขานุการ\nราชวงศ์\nราชวัติ\nราชสกุล\nราชสมบัติ\nราชสาส์น\nราชหัตถเลขา\nราชองครักษ์\nราชโองการ\nราชาคณะ\nราชาศัพท์\nราชินีนาถ\nร้านชำ\nร้านรวง\nราบคาบ\nราบรื่น\nราบเรียบ\nรายการ\nรายงาน\nรายจ่าย\nรายได้\nรายทาง\nรายรับ\nรายล้อม\nรายละเอียด\nรายวิชา\nร่ายยาว\nร่ายรำ\nร้ายกาจ\nร้ายแรง\nราวนม\nราวป่า\nร้าวฉาน\nร้าวราน\nรำพัด\nรำแพน\nรำวง\nร่ำไป\nร่ำร้อง\nร่ำเรียน\nร่ำไร\nร่ำลา\nร่ำไห้\nริเริ่ม\nริอ่าน\nริมฝีปาก\nริ้วรอย\nรีบร้อน\nรีบรุด\nรีบเร่ง\nรื่นรมย์\nรื่นเริง\nรื้อถอน\nรื้อฟื้น\nรุกฆาต\nรุกราน\nรุกล้ำ\nรุกไล่\nรุ่งขึ้น\nรุ่งแจ้ง\nรุ่งเช้า\nรุ่งเรือง\nรุ่งโรจน์\nรุ่งสว่าง\nรุ่งสาง\nรุ่งอรุณ\nรุจิเรข\nรุดหน้า\nรุนแรง\nรุมเร้า\nรุมล้อม\nรุ่มรวย\nรุ่มร้อน\nรุ่ยร่าย\nรู้แกว\nรู้ความ\nรู้คุณ\nรู้งาน\nรู้จัก\nรู้แจ้ง\nรู้ใจ\nรู้เชิง\nรู้ตัว\nรู้ทัน\nรู้เท่า\nรู้เรื่อง\nรู้สำนึก\nรู้สึก\nรู้เห็น\nรูปการณ์\nรูปโฉม\nรูปฌาน\nรูปถ่าย\nรูปทรง\nรูปธรรม\nรูปแบบ\nรูปพรรณ\nรูปพรหม\nรูปภพ\nรูปภาพ\nรูปร่าง\nรูปสมบัติ\nเร่ร่อน\nเร่งด่วน\nเร่งมือ\nเร่งรัด\nเร่งรีบ\nเร่งเร้า\nเร้นลับ\nเร่อร่า\nเร่าร้อน\nเราะราย\nเราะร้าย\nเริงใจ\nเริงรมย์\nเริดร้าง\nเริ่มต้น\nเริ่มแรก\nเรี่ยราด\nเรี่ยไร\nเรียกคืน\nเรียกตัว\nเรียกร้อง\nเรียกหา\nเรียบร้อย\nเรียงความ\nเรียงตัว\nเรียงเบอร์\nเรียงพิมพ์\nเรียงเม็ด\nเรียงราย\nเรียนรู้\nเรียบร้อย\nเรียบเรียง\nเรียบวุธ\nเรี่ยมเร้\nเรี่ยวแรง\nเรือกลไฟ\nเรือกอและ\nเรือกำปั่น\nเรือจ้าง\nเรือดำน้ำ\nเรือโดยสาร\nเรือตรวจการณ์\nเรือตังเก\nเรือธง\nเรือนำร่อง\nเรือบด\nเรือบิน\nเรือใบ\nเรือประมง\nเรือพ่วง\nเรือพิฆาต\nเรือยนต์\nเรือยาว\nเรือโยง\nเรือรบ\nเรือลากจูง\nเรือสำปั้น\nเรือสำเภา\nเรือหลวง\nเรือหางยาว\nเรืออีโปง\nเรือเอี้ยมจุ๊น\nเรื้อรัง\nเรือกสวน\nเรืองนาม\nเรืองรอง\nเรืองแสง\nเรื่องราว\nเรื่องสั้น\nเรือนแก้ว\nเรือนจำ\nเรือนเบี้ย\nเรือนแพ\nเรือนหอ\nเรื่อยเจื้อย\nเรื่อยเฉื่อย\nเรื่อยเปื่อย\nแรเงา\nแรกนา\nแรกนาขวัญ\nแรงงาน\nแรงดึงดูด\nแรงเทียน\nแรงม้า\nแรงเหวี่ยง\nแรมรอน\nแรมรา\nแรมโรย\nโรคจิต\nโรงครัว\nโรงงาน\nโรงเจ\nโรงเตี๊ยม\nโรงทาน\nโรงนา\nโรงพยาบาล\nโรงพัก\nโรงพิมพ์\nโรงเรียน\nโรงเรือน\nโรงแรม\nโรงเลี้ยง\nโรงเลื่อย\nโรงสี\nโรงสีข้าว\nโรงอาหาร\nโรมรัน\nโรยรา\nฤชากร\nฤดูกาล\nลงขัน\nลงแขก\nลงคอ\nลงตัว\nลงท้าย\nลงทุน\nลงโทษ\nลงพุง\nลงมือ\nลงรัก\nลงรอย\nลงแรง\nลงโรง\nลงเอย\nลดตัว\nลดละ\nลดเลี้ยว\nลดหย่อน\nลดหลั่น\nลนลาน\nล้นพ้น\nล้นหลาม\nล้นเหลือ\nลบล้าง\nลบเลือน\nลบหลู่\nลมกรด\nลมค้า\nลมงวง\nลมแดด\nลมทะเล\nลมบก\nลมบน\nลมบ้าหมู\nลมปราณ\nลมปาก\nลมพิษ\nลมว่าว\nลมเสีย\nลมหนาว\nลมหายใจ\nล่มจม\nล่มสลาย\nล้มละลาย\nล้มลุก\nล้มเลิก\nล่วงเกิน\nล่วงรู้\nล่วงละเมิด\nล่วงลับ\nล่วงล้ำ\nล่วงเลย\nล่วงหน้า\nลวดลาย\nลวดสปริง\nลวดหนาม\nล้วนแล้ว\nลหุโทษ\nล่อลวง\nล่อหลอก\nล่อแหลม\nล้อต๊อก\nล้อเลื่อน\nล้อเล่น\nล้อเลียน\nล้อหลอก\nลองเชิง\nลองดี\nลองภูมิ\nล่องหน\nลอดช่อง\nล่อนจ้อน\nลอบกัด\nล้อมวง\nลอยแก้ว\nลอยชาย\nลอยตัว\nลอยนวล\nลอยแพ\nลอยลำ\nละทิ้ง\nละเลย\nละเว้น\nละครนอก\nละครใน\nละครเพลง\nละครร้อง\nละครรำ\nละครลิง\nละครสัตว์\nละเอียดอ่อน\nลักไก่\nลักพา\nลักเพศ\nลักยิ้ม\nลักลอบ\nลักลั่น\nลักหลับ\nลัดเลาะ\nลับตา\nลับแล\nลับหลัง\nลาออก\nล่าช้า\nล่าทัพ\nล้าสมัย\nล้าหลัง\nลากข้าง\nล้างบาง\nล้างผลาญ\nลาดเขา\nลาดตระเวน\nลาดเท\nลาดยาง\nลานบิน\nลาภปาก\nลาภลอย\nลามปาม\nลามเลีย\nลายคราม\nลายเซ็น\nลายแทง\nลายน้ำ\nลายพร้อย\nลายมือ\nลายลักษณ์\nลายเส้น\nลำกล้อง\nลำแข้ง\nลำธาร\nลำแสง\nลำไส้\nลำตัด\nลำนำ\nล่ำสัน\nล้ำยุค\nล้ำสมัย\nล้ำลึก\nล้ำเลิศ\nล้ำเส้น\nล้ำหน้า\nลิงจุ่น\nลิงลม\nลิงโลด\nลิดรอน\nลิ้นไก่\nลิ้นชัก\nลิ้นปี่\nลิ้นควาย\nลิ้นงูเห่า\nลิ้นหมา\nลิบลับ\nลิบลิ่ว\nลิ่มเลือด\nลี้ภัย\nลี้ลับ\nลึกซึ้ง\nลึกลับ\nลึกล้ำ\nลืมตน\nลืมต้น\nลืมตัว\nลืมตา\nลืมเลือน\nลือชา\nลือชื่อ\nลือลั่น\nลุล่วง\nลุกลน\nลุกลาม\nลุกลี้ลุกลน\nลุกฮือ\nลุ่มน้ำ\nลุ่มลึก\nลุ่มหลง\nลุ่ทาง\nลูกกรง\nลูกกรอก\nลูกกรุง\nลูกกลอน\nลูกกลิ้ง\nลูกกวาด\nลูกกะจ๊อก\nลูกกุญแจ\nลูกเกด\nลูกแก้ว\nลูกขนไก่\nลูกข่าง\nลูกขุน\nลูกเขย\nลูกครึ่ง\nลูกคลื่น\nลูกความ\nลูกคอ\nลูกค้า\nลูกคิด\nลูกคู่\nลูกจ้าง\nลูกช้าง\nลูกชิด\nลูกชิ้น\nลูกชุบ\nลูกซอง\nลูกโซ่\nลูกดอก\nลูกดิ่ง\nลูกตะกั่ว\nลูกตุ้ม\nลูกเต้า\nลูกเต๋า\nลูกถ้วย\nลูกทุ่ง\nลูกเธอ\nลูกน้อง\nลูกน้ำ\nลูกนิมิต\nลูกบอล\nลูกบ้าน\nลูกบาศก์\nลูกบิด\nลูกเบี้ยว\nลูกประคบ\nลูกประคำ\nลูกปัด\nลูกปืน\nลูกโป่ง\nลูกผสม\nลูกผู้ชาย\nลูกผู้หญิง\nลูกพรรค\nลูกพี่\nลูกฟูก\nลูกไฟ\nลูกมือ\nลูกโม่\nลูกไม้\nลูกยาเธอ\nลูกรอก\nลูกรัง\nลูกเรือ\nลูกล้อ\nลูกลอย\nลูกเล่น\nลูกเลี้ยง\nลูกโลก\nลูกวัด\nลูกศร\nลูกศิษย์\nลูกสมุน\nลูกสะใภ้\nลูกสูบ\nลูกเสือ\nลูกหนัง\nลูกหนี้\nลูกหนู\nลูกหมาก\nลูกหลง\nลูกหลาน\nลูกหาบ\nลูกหิน\nลูกเห็บ\nลูกเหม็น\nลูกแหง่\nลูกอม\nลูกหม้อ\nลูบคม\nลูบคลำ\nลูบไล้\nเล็กน้อย\nเลขคณิต\nเลขผา\nเลขหมาย\nเล็ดลอด\nเล่นงาน\nเล่นแง่\nเล่นชู้\nเล่นตัว\nเล่นลิ้น\nเล่นหัว\nเลนส์นูน\nเลนส์เว้า\nเล็บครุฑ\nเลยเถิด\nเลศนัย\nเล่ห์กล\nเล่ห์เหลี่ยม\nเลอโฉม\nเลอมาน\nเลอเลิศ\nเลอสรวง\nเล่อล่า\nเลอะเลือน\nเล่าเรียน\nเล่าลือ\nเลาะลัด\nเลิกรา\nเลิกร้าง\nเลิกล้ม\nเลิศเลอ\nเลี้ยงชีพ\nเลี้ยงดู\nเลี้ยงต้อย\nเลียบเคียง\nเลี้ยวลด\nเลือกตั้ง\nเลือกเฟ้น\nเลือกสรร\nเลื่องลือ\nเลือดกำเดา\nเลือดเนื้อ\nเลือดฝาด\nเลือดเย็น\nเลือดร้อน\nเลือดหมู\nเลือดอุ่น\nเลือนราง\nเลื่อนเปื้อน\nเลื่อนลอย\nเลื่อมพราย\nเลื่อมใส\nเลื่อยฉลุ\nเลื่อยลันดา\nเลื่อยวงเดือน\nเลื้อยคลาน\nแลเหลียว\nแลกเปลี่ยน\nแล้วกัน\nและเล็ม\nโล่งใจ\nโล่งโถง\nโล่งอก\nโลดเต้น\nโลดโผน\nโลดลิ่ว\nโลดแล่น\nไล่ที่\nไล่เบี้ย\nไล่เลี่ย\nไล่เลียง\nไล่หลัง\nไล่ออก\nวกวน\nวงกบ\nวงกลม\nวงการ\nวงแขน\nวงเงิน\nวงจร\nวงนอก\nวงใน\nวงรี\nวงเล็บ\nวงเวียน\nวงแหวน\nวงศ์วาน\nวจีกรรม\nวจีเภท\nวจีภาค\nวนเวียน\nวอดวาย\nว็อบแว็บ\nวังวน\nวังหน้า\nวังหลวง\nวังหลัง\nวัดราษฎร์\nวัดวา\nวัดหลวง\nวัดผล\nวัดพื้น\nวัตถุนิยม\nวัตถุประสงค์\nวัตรปฏิบัติ\nวันโกน\nวันพระ\nวันเพ็ญ\nวัยรุ่น\nวัยวุฒิ\nว่ากล่าว\nว่าจ้าง\nว่าด้วย\nว่าที่\nวางก้าม\nวางใจ\nวางตัว\nวางตา\nวางโต\nวางท่า\nวางมวย\nวางมาด\nวางมือ\nวางวาย\nว่างเปล่า\nว่างเว้น\nวาดเขียน\nว่านเครือ\nวาบหวาม\nวายชนม์\nวายปราณ\nวายวาง\nวายวอด\nวายร้าย\nวายุภักษ์\nวาววับ\nวาววาม\nวาวแวว\nวาวแสง\nวิกฤตการณ์\nวิกฤติการณ์\nวิกฤตกาล\nวิกฤติกาล\nวิกลจริต\nวิงเวียน\nวิ่งเต้น\nวิ่งผลัด\nวิ่งรอก\nวิ่งราว\nวิจิตรศิลป์\nวิชาการ\nวิชาชีพ\nวิชาธร\nวิญญูชน\nวิดพื้น\nวิตกจริต\nวิถีทาง\nวิทยากร\nวิทยากล\nวิทยาการ\nวิทยาเขต\nวิทยาทาน\nวิทยาธร\nวิทยานิพนธ์\nวิทยาศาสตร์\nวิเทศสัมพันธ์\nวิธีการ\nวินัยธร\nวินัยปิฎก\nวินาศกรรม\nวินาศภัย\nวินาศสันตะโร\nวิภัชพยากรณ์\nวิภัชวาที\nวิไลวรรณ\nวิสัญญีแพทย์\nวิสัญญีภาพ\nวิสัญญีวิทยา\nวุฒิบัตร\nวุฒิสภา\nวุฒิสมาชิก\nวุ่นวาย\nวุ้นเส้น\nวูบวาบ\nเวจกุฎี\nเวจมรรค\nเวชกรรม\nเวชภัณฑ์\nเวชศาสตร์\nเวทมนตร์\nเวนคืน\nเวรกรรม\nเวฬุการ\nเวฬุวัน\nเว้าวอน\nเวิ้งว้าง\nเวียงวัง\nเวียนเทียน\nแว้งกัด\nแวดล้อม\nแวดวง\nแว่นขยาย\nแว่นแคว้น\nแว่นตา\nแวบวับ\nแววตา\nแวววาม\nแวววาว\nแวะเวียน\nโวยวาย\nไวไฟ\nไว้ใจ\nไว้ชื่อ\nไว้ตัว\nไว้ทุกข์\nไว้ลาย\nไว้หน้า\nไว้อาลัย\nศนิวาร\nศอกกลับ\nศอกกำ\nศอกกำมา\nศักดิ์ศรี\nศักดิ์สิทธิ์\nศารทวิษุวัติ\nศาลแขวง\nศาลจังหวัด\nศาลชั้นต้น\nศาลฎีกา\nศาลเตี้ย\nศาลทหาร\nศาลปกครอง\nศาลพระภูมิ\nศาลเพียงตา\nศาลแพ่ง\nศาลรัฐธรรมนูญ\nศาลแรงงาน\nศาลล้มละลาย\nศาลโลก\nศาลสูง\nศาลสูงสุด\nศาลอาญา\nศาลอุทธรณ์\nศาลากลาง\nศาลาดิน\nศาลาราย\nศาลาวัด\nศิลาฤกษ์\nศิลาแลง\nศิษย์เก่า\nศิษย์เอก\nศีลจุ่ม\nศีลธรรม\nศีลวัต\nศีลอด\nศูนย์กลาง\nศูนย์การค้า\nศูนย์ถ่วง\nศูนย์สูตร\nศูนย์หน้า\nเศร้าใจ\nเศร้าโศก\nเศร้าสร้อย\nเศร้าสลด\nเศร้าหมอง\nเศวตฉัตร\nเศษเกิน\nเศษซ้อน\nเศษวรรค\nเศษส่วน\nเศษเหล็ก\nโศกนาฏกรรม\nโศกศัลย์\nโศกเศร้า\nโศกสลด\nสกลโลก\nส่งเดช\nส่งท้าย\nส่งเสริม\nส่งเสีย\nส่งเสียง\nสงบเงียบ\nสงบเสงี่ยม\nสง่างาม\nสง่าราศี\nสดชื่น\nสดใส\nสตรีเพศ\nสติปัญญา\nสถลมารค\nสถานกงสุล\nสถานที่\nสถานทูต\nสถานการณ์\nสถานภาพ\nสถิติศาสตร์\nสนตะพาย\nสนใจ\nส้นตีน\nสนธิสัญญา\nสนนราคา\nสนับแข้ง\nสนับเพลา\nสนับมือ\nสนามบิน\nสนามเพลาะ\nสนิทสนม\nสนิมขุม\nสนิมสร้อย\nสนุกสนาน\nสบประมาท\nสบายใจ\nสภาพธรรม\nสมควร\nสมจริง\nสมใจ\nสมนัย\nสมน้ำหน้า\nสมประกอบ\nสมส่วน\nสมหวัง\nสมคบ\nสมทบ\nสมยอม\nสมรัก\nสมรู้\nสมสู่\nส้มฉุน\nส้มตำ\nส้มลิ้ม\nส้มกุ้ง\nส้มเช้า\nสมญานาม\nสมมติฐาน\nสมมุติฐาน\nสมมติเทพ\nสมรภูมิ\nสมัครใจ\nสมัยนิยม\nสมุทรศาสตร์\nสมุทรเสนา\nสยดสยอง\nสยองขวัญ\nสยามรัฐ\nสรรหา\nสรวมชีพ\nสรวลเส\nสร้อยเศร้า\nสร้างสรรค์\nสร้างเสริม\nสลดใจ\nสลบไสล\nสละสลวย\nสลาเหิน\nสลากภัต\nสวนครัว\nสวนป่า\nสวนสนุก\nสวนหย่อม\nส่วนกลาง\nส่วนเกิน\nส่วนตัว\nส่วนบุญ\nส่วนแบ่ง\nส่วนประกอบ\nส่วนพระองค์\nส่วนผสม\nส่วนรวม\nส่วนร่วม\nส่วนลด\nส่วนสัด\nสวมกอด\nสวมเขา\nสวมรอย\nสวยมภู\nสว่างไสว\nสวามิภักดิ์\nสวิงสวาย\nสสารนิยม\nส่อเสียด\nสอดคล้อง\nสอดแทรก\nสอดแนม\nสอบถาม\nสอบทาน\nสอบไล่\nสอบสวน\nส้อมเสียง\nสะสวย\nสะแกวัลย์\nสะแกแสง\nสะใจ\nสะเด็ดยาด\nสะเทือนใจ\nสะบัดช่อ\nสั่งสม\nสั่งสอน\nสั่งเสีย\nสังเกตการณ์\nสังคมนิยม\nสังคมวิทยา\nสังคมศาสตร์\nสังคมศึกษา\nสังคมสงเคราะห์\nสัญญาบัตร\nสัดส่วน\nสัตการ\nสัตบุรุษ\nสัตบริภัณฑ์\nสัตภัณฑ์\nสัตมหาสถาน\nสัตโลหะ\nสันเขา\nสันดอน\nสันหลัง\nสั่นเทา\nสั่นเทิ้ม\nสันติบาล\nสันติภาพ\nสันติวิธี\nสันติสุข\nสับเปลี่ยน\nสับสน\nสับหลีก\nสับหว่าง\nสัมมาคารวะ\nสัมมาชีพ\nส่าเหล้า\nสากกะเบือ\nสาทิสลักษณ์\nสาธุการ\nสาธุชน\nสาบเสือ\nสาปสรร\nสาปแช่ง\nสาปส่ง\nสามง่าม\nสามล้อ\nสามเหลี่ยม\nสามเวท\nสามัญชน\nสามัญสำนึก\nสายดิ่ง\nสายดิน\nสายตรวจ\nสายน้ำ\nสายบัว\nสายพาน\nสายฟ้า\nสายยาง\nสายยู\nสายใย\nสายรก\nสายรุ้ง\nสายล่อฟ้า\nสายลับ\nสายเลือด\nสายโลหิต\nสายวัด\nสายส่ง\nสายสวาท\nสายสะดือ\nสายสะพาย\nสายสัมพันธ์\nสายสิญจน์\nสายสืบ\nสายไหม\nสายอากาศ\nสายตา\nสายหยุด\nสารตรา\nสารประกอบ\nสารละลาย\nสารส้ม\nสารหนู\nสารทฤดู\nสาวใช้\nสาวน้อย\nสาวใหญ่\nสำนักงาน\nสำนักพิมพ์\nสำนักสงฆ์\nสำมะโนครัว\nสำเร็จรูป\nสิกขาบท\nสิงสถิต\nสิงสู่\nสิ่งก่อสร้าง\nสิ่งของ\nสิ่งปฏิกูล\nสิ่งพิมพ์\nสิ่งแวดล้อม\nสิ่งศักดิ์สิทธิ์\nสิทธิกร\nสิทธิ์ขาด\nสิทธิชัย\nสิทธิโชค\nสิทธิบัตร\nสินค้า\nสินจ้าง\nสินเชื่อ\nสินไถ่\nสินทรัพย์\nสินน้ำใจ\nสินบน\nสินแร่\nสินสมรส\nสินสอด\nสินไหม\nสิ้นเชิง\nสิ้นสุด\nสีผึ้ง\nสีลม\nสีชอล์ก\nสีถ่าน\nสีเทียน\nสีน้ำ\nสีน้ำมัน\nสีโปสเตอร์\nสีฝุ่น\nสี่เหลี่ยม\nสีหน้า\nสึกหรอ\nสืบทอด\nสืบค้น\nสืบสวน\nสืบสาว\nสืบเสาะ\nสื่อผสม\nสื่อมวลชน\nสื่อสาร\nสุกงอม\nสุกดิบ\nสุกปลั่ง\nสุกใส\nสุขนาฏกรรม\nสุขภัณฑ์\nสุขภาพ\nสุขลักษณะ\nสุขวิทยา\nสุขศาลา\nสุขศึกษา\nสุดท้าย\nสุตกวี\nสุนทรพจน์\nสุภาพชน\nสู่ขอ\nสู่รู้\nสู่สม\nสูงส่ง\nสูญเปล่า\nสูญสิ้น\nสูญเสีย\nสูญหาย\nเสสรวล\nเสแสร้ง\nเสกสรร\nเสถียรภาพ\nเส้นชัย\nเส้นตรง\nเส้นตาย\nเส้นทาง\nเส้นใย\nเส้นรุ้ง\nเส้นเลือด\nเส้นแวง\nเส้นสาย\nเส้นเสียง\nเส้นหมี่\nเส้นเอ็น\nเสบียงกรัง\nเสมอภาค\nเสมอหน้า\nเสมอเหมือน\nเสมียนตรา\nเสร็จสรรพ\nเสร็จสิ้น\nเสริมส่ง\nเสริมสร้าง\nเสริมสวย\nเสรีไทย\nเสรีธรรม\nเสรีนิยม\nเสรีภาพ\nเสาเข็ม\nเสาธง\nเสียใจ\nเสียเชิง\nเสียดาย\nเสียที\nเสียเที่ยว\nเสียเปรียบ\nเสียเปล่า\nเสียรู้\nเสียแรง\nเสียสละ\nเสียหลัก\nเสียหาย\nเสี่ยงทาย\nเสียดแทง\nเสียดแทรก\nเสียดสี\nเสี้ยนศึก\nเสี้ยนหนาม\nเสี้ยมสอน\nเสียวซ่าน\nเสียวไส้\nเสือดาว\nเสือดำ\nเสือปลา\nเสือป่า\nเสือไฟ\nเสื่อกก\nเสื่อกระจูด\nเสื่อน้ำมัน\nเสื่อลำแพน\nเสื้อกล้าม\nเสื้อกั๊ก\nเสื้อเกราะ\nเสื้อครุย\nเสื้อแสง\nเสื้อเมือง\nเสือกคลาน\nเสือกสน\nเสือกไส\nเสื่อมคลาย\nเสื่อมถอย\nเสื่อมทราม\nเสื่อมโทรม\nเสื่อมสลาย\nเสื่อมสูญ\nเสื่อมเสีย\nเสือหมอบ\nแสกหน้า\nแสดงออก\nแสเถา\nแสนกล\nแสนรู้\nแสร้งว่า\nใส่ความ\nใส่ไคล้\nใส่ใจ\nใส่ไฟ\nไส้กรอก\nไส้ไก่\nไส้ติ่ง\nไส้ศึก\nไส้อั่ว\nไส้เดือน\nไส้ตัน\nไสยเวท\nไสยศาสตร์\nหกล้ม\nหงส์หยก\nหงอนไก่\nหงอยก๋อย\nหงอยเหงา\nหงายท้อง\nหงายหลัง\nหงำเหงอะ\nหงำเหงือก\nหดหาย\nหดหู่\nหนทาง\nหนวกหู\nหน่วงเหนี่ยว\nหน่วยก้าน\nหน่อไม้\nหนองใน\nหนองแซง\nหนักข้อ\nหนักใจ\nหนักแน่น\nหนักหน่วง\nหนักหนา\nหนังกลับ\nหนังตะลุง\nหนังเรียด\nหนังสด\nหนังใหญ่\nหนังสือพิมพ์\nหนาแน่น\nหน้ากระดาน\nหน้ากาก\nหน้ากาฬ\nหน้าแข้ง\nหน้าจั่ว\nหน้าฉาน\nหน้าตัก\nหน้าตา\nหน้าต่าง\nหน้าท้อง\nหน้าทับ\nหน้าที่\nหน้าที่นั่ง\nหน้าบัน\nหน้าปัด\nหน้าผา\nหน้าผาก\nหน้าม้า\nหน้ามุข\nหน้าไม้\nหน้าเลือด\nหน้าอก\nหนามเตย\nหน่ายหนี\nหน่ายแหนง\nหนาวเหน็บ\nหนำใจ\nหนี้สิน\nหนี้ส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น\nกณิกนันต์\nกณิการ์\nกด\nกตเวทิตา\nกตเวที\nกตัญชลี\nกตัญญุตา\nกตัญญู\nกตาธิการ\nกตาภินิหาร\nกติกา\nกถา\nกถิกาจารย์\nกทลี\nกน\nก่น\nก้น\nกนก\nกนิษฐ์\nกนิษฐา\nกบ\nกบฏ\nกบดาน\nกบทู\nกบาล\nกบินทร์\nกบิล\nกบี่\nกบูร\nกเบนทร์\nกม\nก้ม\nกมณฑลาภิเษก\nกมณฑโลทก\nกมล\nกมลา\nกมลาศ\nกมลาสน์\nกมเลศ\nกมัณฑลุ\nกมุท\nกร\nกรกฎ\nกรกฎาคม\nกรกฏ\nกรง\nกรชกาย\nกรณฑ์\nกรณิการ์\nกรณี\nกรณีย์\nกรณียกิจ\nกรณียะ\nกรด\nกรน\nกรบ\nกรบูร\nกรพินธุ์\nกรม\nกรรกฎ\nกรรกศ\nกรรเกด\nกรรไกร\nกรรเจียก\nกรรชิง\nกรรเชียง\nกรรโชก\nกรรฐ์\nกรรฐา\nกรรณ\nกรรณา\nกรรณิกา\nกรรณิการ์\nกรรดิ\nกรรดิก\nกรรดึก\nกรรตุ\nกรรไตร\nกรรทบ\nกรรแทก\nกรรบิด\nกรรบูร\nกรรภิรมย์\nกรรม\nกรรม์\nกรรม์ภิรมย์\nกรรมชวาต\nกรรมัชวาต\nกรรมาชีพ\nกรรมาธิการ\nกรรมาร\nกรรษก\nกรรสะ\nกรรแสง\nกรวด\nกรวบ\nกรวม\nกร้วม\nกรวย\nกรวิก\nกรสาปน์\nกรสุทธิ์\nกรอ\nกร้อ\nกรอก\nกร็อกกร๋อย\nกรอกแกรก\nกรอง\nกรองกรอย\nกรอด\nกร่อน\nกรอบ\nกรอม\nกร่อย\nกระ\nกระกร\nกระกรุ่น\nกระกลับกลอก\nกระกี้\nกระเกรอก\nกระเกริก\nกระเกริ่น\nกระคน\nกระคาย\nกระงกกระเงิ่น\nกระง่องกระแง่ง\nกระง่อนกระแง่น\nกระเง้ากระงอด\nกระโงก\nกระจก\nกระจง\nกระจร\nกระจอก\nกระจองหง่อง\nกระจ๋องหง่อง\nกระจองอแง\nกระจ้อน\nกระจอนหู\nกระจ้อย\nกระจ๋อหวอ\nกระจะ\nกระจัก\nกระจัง\nกระจัด\nกระจับ\nกระจ่า\nกระจ่าง\nกระจาด\nกระจาน\nกระจาบ\nกระจาม\nกระจาย\nกระจาว\nกระจิก\nกระจิ๋ง\nกระจิด\nกระจิบ\nกระจิ๋ม\nกระจิริด\nกระจิ๋ว\nกระจี้\nกระจี๋\nกระจุก\nกระจุ๋งกระจิ๋ง\nกระจุบ\nกระจุ๊บ\nกระจุ๋มกระจิ๋ม\nกระจุย\nกระจู้\nกระจู๋กระจี๋\nกระจูด\nกระเจอะกระเจิง\nกระเจา\nกระเจ่า\nกระเจ้า\nกระเจาะ\nกระเจิง\nกระเจิดกระเจิง\nกระเจี้ยง\nกระเจี๊ยบ\nกระเจียว\nกระเจี๊ยว\nกระแจะ\nกระโจน\nกระโจม\nกระฉอก\nกระฉ่อน\nกระฉับกระเฉง\nกระฉิ่ง\nกระฉีก\nกระฉูด\nกระเฉก\nกระเฉด\nกระแฉก\nกระโฉกกระเฉก\nกระโฉม\nกระชดกระช้อย\nกระชอน\nกระชอมดอก\nกระช้อย\nกระชัง\nกระชั้น\nกระชับ\nกระชาก\nกระชาย\nกระชิง\nกระชิด\nกระชุ\nกระชุก\nกระชุ่มกระชวย\nกระเชอ\nกระเชา\nกระเช้า\nกระเชียง\nกระแชง\nกระแชะ\nกระโชก\nกระซ่องกระแซ่ง\nกระซับ\nกระซาบ\nกระซิก\nกระซิบ\nกระซี้\nกระซุง\nกระซุบกระซิบ\nกระซุ้ม\nกระซู่\nกระเซ็น\nกระเซอ\nกระเซอะกระเซอ\nกระเซอะกระเซิง\nกระเซ้า\nกระเซิง\nกระแซ\nกระแซะ\nกระโซกระเซ\nกระฎี\nกระฎุมพี\nกระดก\nกระด้ง\nกระดนโด่\nกระดวง\nกระดวน\nกระด้วมกระเดี้ยม\nกระดอ\nกระดอง\nกระดองหาย\nกระดอน\nกระดอม\nกระดักกระเดี้ย\nกระดังงัว\nกระดังงา\nกระดาก\nกระด้าง\nกระดางลาง\nกระดาด\nกระดาดขาว\nกระดาน\nกระดานพน\nกระดาษ\nกระดำกระด่าง\nกระดิก\nกระดิ่ง\nกระดิ้ง\nกระดิบ\nกระดี่\nกระดี้กระเดียม\nกระดึง\nกระดืบ\nกระดุ\nกระดุกกระดิก\nกระดุ้งกระดิ้ง\nกระดุบ\nกระดุบกระดิบ\nกระดุม\nกระดูก\nกระเดก\nกระเด้ง\nกระเด็น\nกระเด้า\nกระเดาะ\nกระเดิด\nกระเดี้ย\nกระเดียด\nกระเดือก\nกระเดื่อง\nกระแด็ก\nกระแด้ง\nกระแด้แร่\nกระแด่ว\nกระแดะ\nกระโดก\nกระโดง\nกระโดด\nกระโดน\nกระได\nกระตรับ\nกระตราก\nกระตรุด\nกระตรุม\nกระต้วมกระเตี้ยม\nกระต้อ\nกระต่องกระแต่ง\nกระต๊อบ\nกระต้อยตีวิด\nกระตัก\nกระตั้ว\nกระต่าย\nกระติก\nกระติ๊ด\nกระติบ\nกระตือรือร้น\nกระตุก\nกระตุ้งกระติ้ง\nกระตุ่น\nกระตุ้น\nกระตูบ\nกระเตง\nกระเต็น\nกระเตอะ\nกระเตาะ\nกระเตาะกระแตะ\nกระเตื้อง\nกระแต\nกระแตแต้แว้ด\nกระโตกกระตาก\nกระโตน\nกระถด\nกระถอบ\nกระถั่ว\nกระถาง\nกระถิก\nกระถิน\nกระเถิบ\nกระโถน\nกระทก\nกระทง\nกระทบ\nกระทรวง\nกระทอก\nกระท้อน\nกระท่อนกระแท่น\nกระท่อม\nกระท้อมกระแท้ม\nกระทะ\nกระทั่ง\nกระทั้น\nกระทา\nกระทาย\nกระทาสี\nกระทาหอง\nกระทำ\nกระทิกกระทวย\nกระทิง\nกระทึง\nกระทืบ\nกระทุ\nกระทุง\nกระทุ้ง\nกระทุ่ม\nกระทู้\nกระเท่\nกระเทียบ\nกระเทียม\nกระเทือน\nกระเทื้อม\nกระแทก\nกระแท่น\nกระแทะ\nกระไทชาย\nกระน่อง\nกระนั้น\nกระนี้\nกระแนะกระแหน\nกระโน้น\nกระไน\nกระบก\nกระบม\nกระบวน\nกระบวย\nกระบวร\nกระบอก\nกระบอง\nกระบะ\nกระบัด\nกระบั้วกระเบี้ย\nกระบ่า\nกระบ้า\nกระบาก\nกระบาย\nกระบาล\nกระบิ\nกระบิ้ง\nกระบิด\nกระบิล\nกระบี่\nกระบือ\nกระบุง\nกระบุ่มกระบ่าม\nกระบู้กระบี้\nกระบูน\nกระบูร\nกระเบง\nกระเบญ\nกระเบ็ดกระบวน\nกระเบน\nกระเบา\nกระเบิก\nกระเบียด\nกระเบียน\nกระเบื้อง\nกระแบก\nกระแบะ\nกระโบม\nกระปมกระปำ\nกระปมกระเปา\nกระปรอก\nกระปรอกว่าว\nกระปรี้กระเปร่า\nกระปอก\nกระป้อกระแป้\nกระป่อง\nกระป๋อง\nกระปอดกระแปด\nกระป๋อหลอ\nกระปั้วกระเปี้ย\nกระป่ำ\nกระปุก\nกระปุ๊กลุก\nกระปุ่ม\nกระปุ่มกระป่ำ\nกระปุ่มกระปิ่ม\nกระเป๋า\nกระเปาะ\nกระโปก\nกระโปรง\nกระผม\nกระผลีกระผลาม\nกระผาน\nกระผีก\nกระพรวน\nกระพริ้ม\nกระพอก\nกระพอง\nกระพ้อม\nกระพัก\nกระพัง\nกระพังเหิร\nกระพังโหม\nกระพัด\nกระพัตร\nกระพัน\nกระพั่น\nกระพา\nกระพาก\nกระพี้\nกระพือ\nกระพุ้ง\nกระพุ่ม\nกระเพาะ\nกระเพิง\nกระเพื่อม\nกระแพ้ง\nกระฟัดกระเฟียด\nกระฟูมกระฟาย\nกระมล\nกระมอบ\nกระมอมกระแมม\nกระมัง\nกระมัน\nกระมิดกระเมี้ยน\nกระมุท\nกระเมาะ\nกระย่อง\nกระย่องกระแย่ง\nกระย่อน\nกระย่อม\nกระยา\nกระยาง\nกระยาจก\nกระยาหงัน\nกระยิก\nกระยิ้มกระย่อง\nกระยึกกระยือ\nกระยืดกระยาด\nกระเย้อกระแหย่ง\nกระรอก\nกระเรียน\nกระโรกน้ำข้าว\nกระโรกใหญ่\nกระไร\nกระลด\nกระลบ\nกระลอก\nกระลอม\nกระละหล่ำ\nกระลัด\nกระลับ\nกระลัมพร\nกระลา\nกระลำ\nกระลำพัก\nกระลำพุก\nกระลิง\nกระลี\nกระลุมพาง\nกระลุมพุก\nกระลุมพู\nกระลูน\nกระลู่น์\nกระเล็น\nกระเลียด\nกระเลือก\nกระโลง\nกระวน\nกระวัด\nกระวาด\nกระวาน\nกระวาย\nกระวิน\nกระวี\nกระวีกระวาด\nกระวูดกระวาด\nกระเวน\nกระเวยกระวาย\nกระแวน\nกระโวยกระวาย\nกระษัย\nกระษาปณ์\nกระสง\nกระสบ\nกระสม\nกระสรวล\nกระสร้อย\nกระสวน\nกระสวย\nกระสอบ\nกระสะ\nกระสัง\nกระสัน\nกระสับกระส่าย\nกระสา\nกระสานติ์\nกระสาบ\nกระสาย\nกระสือ\nกระสุงกระสิง\nกระส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ทิง\nกากะเยีย\nกากี\nกาง\nก้าง\nกางเกง\nกางเขน\nก๊าซ\nกาซะลอง\nกาญจนา\nกาฐ\nกาด\nก๊าด\nกาน\nก่าน\nก้าน\nก๊าน\nกานดา\nกานต์\nกานน\nก้านพร้าว\nกานพลู\nกาน้า\nกาบ\nก้าบ\nกาบู\nกาพย์\nกาเฟอีน\nกาแฟ\nกาม\nก้าม\nกามารมณ์\nกามินี\nกาเมสุมิจฉาจาร\nกาย\nก่าย\nกาเยน\nการ\nการณ์\nการ์ด\nการ์ตูน\nการบูร\nการย์\nการวิก\nการเวก\nการะเกด\nการะบุหนิง\nการัณย์\nการันต์\nการางหัวขวาน\nการิตการก\nการิตวาจก\nการุญ\nการุณย์\nกาเรการ่อน\nกาล\nกาลกรรณี\nกาลกิณี\nกาลจักร\nกาลัญญุตา\nกาลัญญู\nกาลัด\nกาลานุกาล\nกาลิก\nกาลี\nกาแล\nกาแล็กซี\nกาแล็กโทส\nกาว\nก้าว\nกาววาว\nกาวาง\nกาแวน\nกาศิก\nกาษฐะ\nกาษา\nกาสร\nกาสะ\nกาสา\nกาสาร\nกาสาวะ\nกาสิโน\nกาหล\nกาหลง\nกาหลา\nกาเหว่า\nกาไหล่\nกาฬ\nกาฬาวก\nกาฮัง\nกำ\nก่ำ\nกำกวม\nกำกัด\nกำกับ\nก้ำกึ่ง\nกำกูน\nก้ำเกิน\nกำเกียง\nกำคูน\nกำจร\nกำจัด\nกำจาย\nกำชับ\nกำชำ\nกำซาบ\nกำซำ\nกำด้น\nกำดัด\nกำดาล\nกำเดา\nกำธร\nกำนล\nกำนัน\nกำนัล\nกำเนิด\nกำบัง\nก่ำบึ้ง\nกำเบ้อ\nกำปอ\nกำปั่น\nกำผลา\nกำพง\nกำพด\nกำพต\nกำพร้า\nกำพราก\nกำพวด\nกำพอง\nกำพืด\nกำพุด\nกำพู\nกำเพลิง\nกำแพง\nกำภู\nกำมลาศน์\nกำมเลศ\nกำมะถัน\nกำมะลอ\nกำมะหยี่\nกำมะหริด\nกำมังละการ\nกำมังวิลิต\nกำมัชพล\nกำยาน\nกำยำ\nกำรอ\nกำราบ\nกำราล\nกำเริบ\nกำไร\nกำลัง\nกำลุง\nกำเลา\nกำไล\nกำสรด\nกำสรวล\nกำหนด\nกำหนัด\nกำเหน็จ\nกำแหง\nกิก\nกิ๊ก\nกิ่ง\nกิ้งก่า\nกิ้งกือ\nกิ้งโครง\nกิจ\nกิจจะ\nกิจจา\nกิดาการ\nกิดาหยัน\nกิตติ\nกิตติมศักดิ์\nกิน\nกินนร\nกินปลี\nกินเปี้ยว\nกินริน\nกินรี\nกิ๊บ\nกิมตึ๋ง\nกิมิชาติ\nกิมิวิทยา\nกิโมโน\nกิโยตีน\nกิระ\nกิริณี\nกิรินท\nกิริเนศวร\nกิริยา\nกิเลน\nกิเลส\nกิโล\nกิโลมกะ\nกิ่ว\nกิ๋ว\nกี\nกี่\nกี้\nกี๊\nกี๋\nกีฏวิทยา\nกีด\nกีตาร์\nกีบ\nกีรติ\nกีฬา\nกึก\nกึง\nกึ่ง\nกึ๋น\nกุ\nกุก\nกุ๊ก\nกุกกุฏ\nกุกกุร\nกุกรรม\nกุ้ง\nกุงอน\nกุงาน\nกุโงก\nกุจี\nกุญแจ\nกุญชร\nกุฎ\nกุฎา\nกุฎี\nกุฎุมพี\nกุฏฐัง\nกุฏิ\nกุณฑ์\nกุณฑล\nกุณฑี\nกุณโฑ\nกุณาล\nกุณี\nกุด\nกุดัง\nกุดั่น\nกุดา\nกุทัณฑ์\nกุน\nกุ๊น\nกุนเชียง\nกุนที\nกุโนกามอ\nกุบ\nกุบกับ\nกุม\nกุ่ม\nกุมฝอย\nกุมภ์\nกุมภนิยา\nกุมภัณฑ์\nกุมภา\nกุมภิล\nกุมภีล์\nกุมเหง\nกุมาร\nกุมารา\nกุมารี\nกุมุท\nกุย\nกุ๊ย\nกุ๋ย\nกุยช่าย\nกุยเฮง\nกุรระ\nกุรุพินท์\nกุเรา\nกุล\nกุลา\nกุลาหล\nกุลี\nกุลีกุจอ\nกุเลา\nกุแล\nกุเวร\nกุศราช\nกุศล\nกุศโลบาย\nกุสุม\nกุสุมภ์\nกุสุมา\nกุสุมาลย์\nกุสุมิตลดาเวลลิตา\nกุหนี\nกุหนุง\nกุหร่า\nกุหล่า\nกุหลาบ\nกุแหละ\nกู\nกู่\nกู้\nกู๊ก\nกูฏ\nกูฏา\nกูณฑ์\nกูด\nกูบ\nกูปรี\nกูรมะ\nกูรมาวตาร\nเก\nเก้\nเก๊\nเก๋\nเกก\nเก๊ก\nเกกมะเหรก\nเก๊กฮวย\nเก้กัง\nเก็ง\nเก่ง\nเก้ง\nเก๋ง\nเกงกอย\nเก่งกาจ\nเกงเขง\nเก๋งเคง\nเก็จ\nเกจิอาจารย์\nเกชา\nเกณฑ์\nเกด\nเก็ด\nเกตุ\nเกน\nเก็บ\nเกม\nเกย\nเกยูร\nเกรง\nเกร็ง\nเกร็ด\nเกรน\nเกร่อ\nเกรอะ\nเกราะ\nเกริก\nเกริน\nเกริ่น\nเกรียก\nเกรียง\nเกรียด\nเกรียน\nเกรียบ\nเกรียม\nเกรียว\nเกรี้ยว\nเกเร\nเกล็ด\nเกลศ\nเกลอ\nเกลา\nเกล้า\nเกลาะ\nเกลี่ย\nเกลี้ย\nเกลียง\nเกลี้ยง\nเกลียด\nเกลียว\nเกลือ\nเกลื้อ\nเกลือก\nเกลื่อน\nเกลื้อน\nเกวัฏ\nเกวียน\nเกศ\nเกศว\nเกศวะ\nเกศา\nเกศินี\nเกศี\nเกษตร\nเกษม\nเกษียณ\nเกษียน\nเกษียร\nเกส\nเกสร\nเกสรี\nเกสา\nเกสี\nเก้อ\nเกอิชา\nเกะ\nเกะกะ\nเกา\nเก่า\nเก้า\nเก๋า\nเกาต์\nเกาทัณฑ์\nเกาบิล\nเกาลัด\nเกาลิน\nเกาไศย\nเกาหลี\nเกาเหลา\nเกาเหลียง\nเก้าอี้\nเกาะ\nเกิ้ง\nเกิด\nเกิน\nเกิบ\nเกีย\nเกียกกาย\nเกียง\nเกี่ยง\nเกี๋ยง\nเกียจ\nเกียด\nเกียน\nเกี้ยมไฉ่\nเกี้ยมอี๋\nเกียร์\nเกียรติ\nเกียรติ์\nเกี่ยว\nเกี้ยว\nเกี๊ยว\nเกี๊ยะ\nเกื้อ\nเกือก\nเกื้อกูล\nเกือบ\nแก\nแก่\nแก้\nแกง\nแก่ง\nแก้ง\nแก๊ง\nแกงได\nแกงแนง\nแกโดลิเนียม\nแกน\nแก่น\nแก๊ป\nแกม\nแก้ม\nแกมมา\nแกรก\nแกร่ง\nแกร็น\nแกรนิต\nแกรไฟต์\nแกร่ว\nแกระ\nแกล\nแกล้ง\nแกลน\nแกลบ\nแกล้ม\nแกลลอน\nแกลเลียม\nแกล้ว\nแกละ\nแกแล\nแกว\nแก้ว\nแกว่ง\nแก๊ส\nแกะ\nโก\nโก่\nโก้\nโก๋\nโกก\nโกกนุท\nโกกิลา\nโกโก้\nโกง\nโก่ง\nโกงกาง\nโก้งเก้ง\nโกงโก้\nโก้งโค้ง\nโกเชาว์\nโกญจนาท\nโกญจา\nโกฏิ\nโกฐ\nโกฐาส\nโกณะ\nโกดัง\nโกทัณฑ์\nโกน\nโก่น\nโก๋น\nโกมล\nโกมุท\nโกเมน\nโกเมศ\nโกย\nโกรก\nโกรกกราก\nโกรง\nโกร่ง\nโกร่งกร่าง\nโกรงเกรง\nโกร๋งเกร๋ง\nโกรญจ\nโกรต๋น\nโกรธ\nโกรธา\nโกร๋น\nโกรม\nโกรย\nโกรศ\nโกโรโกเต\nโกโรโกโรก\nโกโรโกโส\nโกลน\nโกลาหล\nโกไล\nโกวิท\nโกศ\nโกศล\nโกษม\nโกสน\nโกสัช\nโกสินทร์\nโกสีย์\nโกสุม\nโกไสย\nโกหก\nใกล้\nไก\nไก่\nไก๊\nไก๋\nไก่กอม\nไกพัล\nไกร\nไกรพ\nไกรลาส\nไกรศร\nไกรศรี\nไกรสร\nไกรสรี\nไกรสิทธิ\nไกล\nไกล่\nไกลาส\nไกว\nไกวัล\nขงจื๊อ\nขจร\nขจรจบ\nขจัด\nขจ่าง\nขจาย\nขจาว\nขจิต\nขจี\nขจุย\nขเจา\nขณะ\nขด\nขน\nข้น\nขนง\nขนด\nขนบ\nขนม\nขนอง\nขนอน\nขนอบ\nขนัด\nขนัน\nขนาก\nขนาง\nขนาด\nขนาน\nขนาบ\nขนาย\nขนำ\nขนิษฐ\nขนิษฐา\nขนุน\nขนุนนก\nขบ\nขบถ\nขบวน\nขบวร\nขม\nข่ม\nขมงโกรย\nขมวด\nขมวน\nขมอง\nขม่อม\nขมัง\nขมับ\nขมา\nขม้ำ\nขมิ้น\nขมิบ\nขมีขมัน\nขมึง\nขมึงทึง\nขมุ\nขมุกขมัว\nขมุบ\nขโมย\nขยด\nขยม\nขย่ม\nขยอก\nขยอง\nขย่อน\nขย้อน\nขยะ\nขยัก\nขยัน\nขยั้น\nขยับ\nขยาด\nขยาย\nขยำ\nขย้ำ\nขยิก\nขยิบ\nขยิ่ม\nขยี้\nขยุกขยิก\nขยุกขยุย\nขยุบ\nขยุบขยิบ\nขยุม\nขยุ้ม\nขยุย\nขรม\nขรรค์\nขรัว\nขริบ\nขรี\nขรึม\nขรุขระ\nขลบ\nขล้อ\nขลัง\nขลับ\nขลาด\nขลาย\nขลิบ\nขลุก\nขลุกขลัก\nขลุกขลิก\nขลุบ\nขลุม\nขลุ่ย\nขลู\nขลู่\nขวง\nข่วง\nขวด\nข่วน\nขวนขวาย\nขวบ\nขวย\nขวักไขว่\nขวัญ\nขวั้น\nขวับ\nขวับเขวียว\nขวา\nขวาก\nขวาง\nขว้าง\nขวาด\nขวาน\nขวายขวน\nขวาว\nขว้าว\nขวิด\nขอ\nข่อ\nข้อ\nของ\nข้อง\nขอด\nขอน\nข้อน\nขอบ\nขอม\nข่อย\nข้อย\nข่อยหยอง\nขะแจะ\nขะเน็ด\nขะมอมขะแมม\nขะมักเขม้น\nขะมุกขะมอม\nขะยิก\nขะยุก\nขะเย้อแขย่ง\nขัค\nขัง\nขังขอก\nขัช\nขัณฑสกร\nขัณฑสีมา\nขัด\nขัดมอน\nขัตติยมานะ\nขัน\nขั้น\nขันติ\nขันตี\nขันโตก\nขันที\nขันธ์\nขันธาวาร\nขับ\nขัว\nขั้ว\nขา\nข่า\nข้า\nขาก\nขาก๊วย\nขาง\nข่าง\nข้าง\nขาณุ\nขาด\nขาทนียะ\nขาน\nขาบ\nข้าพเจ้า\nขาม\nข่าม\nข้าม\nขาย\nข่าย\nขาล\nขาว\nข่าว\nข้าว\nข้าวอังกุลี\nขำ\nขิก\nขิง\nขิงแกลง\nขิงแครง\nขิด\nขิปสัทโท\nขิม\nขี่\nขี้\nขี้เข็บ\nขีณาสพ\nขีด\nขี้ตังนี\nขีปนาวุธ\nขี้ยอก\nขีระ\nขึง\nขึ้ง\nขึ้น\nขึ้นฉ่าย\nขืน\nขื่น\nขื่อ\nขุก\nขุด\nขุน\nขุ่น\nขุนเพ็ด\nขุม\nขุย\nขู่\nขูด\nเข\nเข้\nเขก\nเข็ง\nเข่ง\nเขจร\nเข็ญ\nเข็ด\nเขดา\nเขต\nเขน\nเข็น\nเข่น\nเขนง\nเขน็ด\nเขนย\nเขบ็จขบวน\nเขบ็ต\nเขม\nเข็ม\nเข้ม\nเข้มขาบ\nเขม็ง\nเขม็ดแขม่\nเขม่น\nเขม้น\nเขม้นขะมัก\nเขมร\nเขมา\nเขม่า\nเขมือบ\nเขย\nเขยก\nเขย่ง\nเขย้อแขย่ง\nเขย่า\nเขยิน\nเขยิบ\nเขยื้อน\nเขรอะ\nเขลง\nเขลอะ\nเขละ\nเขลา\nเขลาะ\nเขว\nเขษม\nเขฬะ\nเขะขะ\nเขา\nเข่า\nเข้า\nเขิง\nเขิน\nเขิบ\nเขี่ย\nเขียง\nเขียด\nเขียดตะปาด\nเขียน\nเขี่ยน\nเขียม\nเขียว\nเขี้ยว\nเขียะ\nเขือ\nเขือง\nเขื่อง\nเขื่อน\nเขือม\nแข\nแข้\nแขก\nแข็ง\nแข่ง\nแข้ง\nแขน\nแข่น\nแข้น\nแขนง\nแขม\nแขม็บ\nแขม่ว\nแขยง\nแขย่ง\nแขวก\nแขวง\nแขวน\nแขวะ\nโข\nโขก\nโขง\nโข่ง\nโขด\nโขดง\nโขน\nโขนง\nโขม\nโขมง\nโขมด\nโขยก\nโขยง\nโขย่ง\nโขยด\nโขลก\nโขลง\nโขลน\nโขษม\nไข\nไข่\nไข้\nไขว่\nไขว้\nคคนะ\nคคนัมพร\nคคนางค์\nคคนานต์\nคง\nคงคา\nคงไคย\nคช\nคชาชาติ\nคชาชีพ\nคชาธาร\nคชาภรณ์\nคณนา\nคณบดี\nคณะ\nคณาจารย์\nคณาธิการ\nคณาธิปไตย\nคณานับ\nคณิกา\nคณิต\nคเณศ\nคด\nคดี\nคติ\nคทา\nคน\nค้น\nคนทา\nคนทิสอ\nคนที\nคนโท\nคนธ์\nคันธ์\nคนธรรพ์\nคเนจร\nคบ\nคม\nคมน์\nคมนาการ\nคมนาคม\nคมิกภัต\nครก\nครบ\nครรชิต\nครรภ\nครรภ์\nครรลอง\nครรโลง\nครรไล\nครวญ\nครวี\nครหา\nครอก\nครอง\nครองแครง\nคร่อเงาะ\nคร่อเทียน\nครอบ\nคร่อม\nคระเมิม\nคระแลง\nคระไล\nคระแวง\nคระหน\nคระหวน\nคระหาย\nคระโหย\nครั่ง\nครั้ง\nครัดเคร่ง\nครัน\nครั่น\nครั้น\nครับ\nครัว\nครา\nคร่า\nคราก\nคราง\nคราญ\nคราด\nคร้าน\nคราบ\nคราม\nคร้าม\nครามครัน\nคราว\nคร่าว\nคราส\nครำ\nคร่ำ\nคร่ำเคร่ง\nคริปทอน\nคริสต์\nครีบ\nครีม\nครีษมายัน\nครึ\nครึกครื้น\nครึกโครม\nครึ่ง\nครึ่ด\nครึน\nครึ้ม\nครืด\nครืน\nครื้น\nครืนครั่น\nครื้นครั่น\nครื้นครึก\nครื้นเครง\nครือ\nครุ\nครุคระ\nครุฑ\nครุ่น\nครุมเครือ\nครุย\nครุวนา\nครู\nครู่\nครูด\nคฤโฆษ\nคฤนถ์\nคฤหบดี\nคฤหัสถ์\nคฤหาสน์\nคลวง\nคลอ\nคล้อ\nคลอก\nคลอง\nคล่อง\nคล้อง\nคลอด\nคลอน\nคล้อย\nคลอรีน\nคลอโรฟอร์ม\nคลอโรฟีลล์\nคละ\nคละคลุ้ง\nคลัก\nคลั่ก\nคลัง\nคลั่ง\nคลัตช์\nคลับคล้าย\nคลับคลา\nคลา\nคล้า\nคลางแคลง\nคลาด\nคลาน\nคลาย\nคล้าย\nคล้ายคลึง\nคล่าว\nคลำ\nคล่ำ\nคล้ำ\nคลิ้งโคลง\nคลิด\nคลินิก\nคลี\nคลี่\nคลึง\nคลื่น\nคลุก\nคลุ้ง\nคลุบ\nคลุม\nคลุ่ม\nคลุ้ม\nควง\nควณ\nควน\nควบ\nควย\nควร\nควัก\nควั่ก\nควั่งคว้าง\nควัน\nควั่น\nคว้า\nควาก\nคว้าง\nควาญ\nควาน\nคว้าน\nความ\nควาย\nคว่าว\nคว่ำ\nควินิน\nควิวคว่าง\nคหกรรม\nคหกรรมศาสตร์\nคหบดี\nคหัฐ\nคอ\nค้อ\nคอก\nค็อกคัส\nค็อกเทล\nคอเคซอยด์\nค่องอ้อย\nคอด\nคอแดง\nคอน\nค่อน\nค้อน\nคอนกรีต\nคอนเดนเซอร์\nคอนแวนต์\nคอนเสิร์ต\nคอม\nค่อม\nค้อม\nคอมพิวเตอร์\nคอมมานโด\nคอมมิวนิสต์\nคอย\nค่อย\nค้อย\nคอยล์\nคอร์ด\nคอแลน\nคอสติกโซดา\nคะ\nค่ะ\nคะไขว่\nคะค้อย\nคะคาน\nคะนน\nคะนอง\nคะน้า\nคะนึง\nคะเน\nคะเนงร้าย\nคะเน็ด\nคะแนน\nคะมำ\nคะยั้นคะยอ\nคะเยอ\nคัก\nคั่ก\nคัคนะ\nคัคนัมพร\nคัคนางค์\nคัคนานต์\nคั่ง\nคังไคย\nคัจฉ\nคัณฑมาลา\nคัณฑสูตร\nคัด\nคัดเค้า\nคัดมอน\nคัดเม็ง\nคัทลียา\nคัน\nคั่น\nคั้น\nคันถรจนาจารย์\nคันธกุฎี\nคันธมาทน์\nคันธารราษฎร์\nคับ\nคับค้อน\nคับคา\nคับแค\nคัพภ์\nคัมภีร์\nคัมภีรภาพ\nคัล\nคั่ว\nคา\nค่า\nค้า\nค่าคบ\nคาง\nค่าง\nค้าง\nคางคก\nค้างคาว\nคาด\nคาถา\nคาทอลิก\nคาน\nค้าน\nคาบ\nคาพยุต\nคาม\nคามวาสี\nคามณีย์\nคามภีร์\nคาย\nค่าย\nคาร์บอน\nคาร์บอเนต\nคาร์บอลิก\nคาร์บูเรเตอร์\nคาร์โบรันดัม\nคาร์โบไฮเดรต\nคารม\nคารวะ\nคาราเต้\nคาราวาน\nคาว\nค่าว\nค้าว\nคาวตอง\nคาวี\nคาวุต\nคาส\nคำ\nค่ำ\nค้ำ\nคำนวณ\nคำนวร\nคำนับ\nคำนัล\nคำนึง\nคำนูณ\nคำฝอย\nคำเพลิง\nคำรน\nคำรบ\nคำราม\nคำแสด\nคำแหง\nคำโอง\nคิก\nคิง\nคิด\nคิมหันต์\nคิรี\nคิลาน\nคิลานะ\nคิว\nคิ้ว\nคี่\nคีต\nคีบ\nคีม\nคีรี\nคีรีบูน\nคึก\nคึ่ก\nคึกคัก\nคืน\nคืบ\nคือ\nคุ\nคุก\nคุกกี้\nคุกคาม\nคุกพาทย์\nคุ้ง\nคุณ\nคุด\nคุดทะราด\nคุต\nคุตติ\nคุ่น\nคุ้น\nคุป\nคุปต์\nคุปติ\nคุม\nคุ่ม\nคุ้ม\nคุย\nคุ้ย\nคุยหฐาน\nคุยหประเทศ\nคุรุ\nคุลา\nคุลิก่า\nคุลีการ\nคุหา\nคู\nคู่\nคู้\nคูณ\nคูถ\nคูน\nคูปอง\nคูเรียม\nคูหา\nเค้ก\nเค้เก้\nเค้ง\nเคณฑะ\nเคด\nเค็ด\nเคน\nเค้น\nเคเบิล\nเค็ม\nเคมี\nเคย\nเครง\nเคร่ง\nเครงครา\nเครงครำ\nเครดิต\nเครน\nเครา\nเคร่า\nเคราหณี\nเคราะห์\nเครียด\nเครียว\nเครือ\nเครื่อง\nเคล้ง\nเคล็ด\nเคล้น\nเคล้า\nเคล่าคล่อง\nเคลิบเคลิ้ม\nเคลิ้ม\nเคลีย\nเคลื่อน\nเคลือบ\nเคว้ง\nเคหะ\nเคหา\nเคอะ\nเค้า\nเคาน์เตอร์\nเคารพ\nเคาะ\nเคาะแคะ\nเคียง\nเคียด\nเคียน\nเคียม\nเคี่ยม\nเคียร\nเคียว\nเคี่ยว\nเคี้ยว\nเคือง\nแค\nแค่\nแค้\nแคแล\nแคดเมียม\nแค็ตตาล็อก\nแคแตร\nแคโทด\nแคน\nแค่น\nแค้น\nแคบ\nแคบหมู\nแคปซูล\nแคม\nแคร่\nแครก\nแครง\nแคระ\nแคลคูลัส\nแคลง\nแคลเซียม\nแคลน\nแคล้ว\nแคล่วคล่อง\nแคลอรี\nแคลิฟอร์เนียม\nแคว\nแควก\nแคว้น\nแคแสด\nแคะ\nโค\nโคก\nโคเคน\nโค่ง\nโค้ง\nโคจร\nโคเซแคนต์\nโคไซน์\nโคตร\nโคแทนเจนต์\nโคธา\nโคน\nโค่น\nโคบอลต์\nโคปผกะ\nโคม\nโคม่า\nโครก\nโครกคราก\nโครง\nโคร่ง\nโคร่งคร่าง\nโครม\nโครเมียม\nโครโมโซม\nโคราช\nโครำ\nโคล\nโคลง\nโคลน\nโควตา\nโคออร์ดิเนต\nใคร\nใคร่\nใคร่ครวญ\nไค\nไค้\nไคร้\nไคร้เครือ\nไคล\nไคล้\nฆนะ\nฆราวาส\nฆ้อง\nฆ่า\nฆาต\nฆาน\nฆานินทรีย์\nเฆี่ยน\nโฆรวิส\nโฆษก\nโฆษณา\nโฆษะ\nโฆษ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nเฉ่ง\nเฉด\nเฉท\nเฉนียน\nเฉพาะ\nเฉย\nเฉลย\nเฉลว\nเฉลา\nเฉลิม\nเฉลี่ย\nเฉลียง\nเฉลี่ยง\nเฉลียบ\nเฉลียว\nเฉวียง\nเฉวียน\nเฉอะแฉะ\nเฉา\nเฉาก๊วย\nเฉาฮื้อ\nเฉาะ\nเฉิด\nเฉิบ\nเฉียง\nเฉียงพร้านางแอ\nเฉียด\nเฉียบ\nเฉียว\nเฉี่ยว\nเฉือน\nเฉื่อย\nแฉ\nแฉ่\nแฉก\nแฉง\nแฉ่ง\nแฉลบ\nแฉล้ม\nแฉะ\nโฉ\nโฉ่\nโฉเก\nโฉ่งฉ่าง\nโฉงเฉง\nโฉด\nโฉนด\nโฉบ\nโฉเบ๊\nโฉม\nโฉลก\nไฉน\nไฉไล\nชก\nชคัตตรัย\nชง\nชงโค\nชงฆ์\nชงฆา\nชงโลง\nชฎา\nชฎามังษี\nชฎามังสี\nชฎิล\nชด\nชน\nชนก\nชนนี\nชนม์\nชนวน\nชนะ\nชนัก\nชนา\nชนาง\nชนิด\nชเนตตี\nชบา\nชม\nชมดชม้อย\nชมนาด\nชมพู\nชมพู่\nชมรม\nชม้อย\nชม้าย\nชไม\nชยา\nชโย\nชรทึง\nชรริน\nชรอุ่ม\nชระล้ำ\nชระลุ\nชระอาบ\nชระเอม\nชรัด\nชรา\nชล\nชโลง\nชโลม\nช่วง\nชวด\nชวน\nชวย\nช่วย\nชวร\nชวลิต\nชวา\nชวาล\nชวาลา\nช่อ\nชอก\nช็อก\nช็อกโกเลต\nช็อกโกแลต\nชอง\nช่อง\nช้อง\nชองระอา\nชอน\nช่อน\nช้อน\nชอบ\nชอม\nช้อย\nชอล์ก\nชอ่ำ\nชอุ่ม\nชะ\nชะคราม\nชะงอก\nชะง่อน\nชะงัก\nชะงัด\nชะง้ำ\nชะงุ้ม\nชะเง้อ\nชะเงื้อม\nชะแง้\nชะโงก\nชะฉ่า\nชะช่อง\nชะชะ\nชะช้า\nชะโด\nชะตา\nชะต้า\nชะนี\nชะเนาะ\nชะเนียง\nชะพลู\nชะเพลิง\nชะมด\nชะมบ\nชะมวง\nชะมัง\nชะมัด\nชะแม่\nชะรอย\nชะลอ\nชะลอม\nชะล่า\nชะลาน\nชะลิน\nชะลูด\nชะเลง\nชะเลย\nชะแล็ก\nชะแลง\nชะวาก\nชะวาด\nชะเวิกชะวาก\nชะแวง\nชะอม\nชะอ้อน\nชะเอม\nชะโอน\nชัก\nชักคราม\nชักช้า\nชัง\nชั่ง\nชังคา\nชังฆ\nชัชวาล\nชัฏ\nชัด\nชัดช้า\nชัน\nชั้น\nชันกาด\nชันชี\nชันตุ\nชันนะตุ\nชันนุ\nชันโรง\nชันษา\nชันสูตร\nชัปนะ\nชัพ\nชัมพูนท\nชัย\nชัยพฤกษ์\nชัยภูมิ\nชัลลุกา\nชั่ว\nชั้ว\nชัวชม\nชา\nช้า\nชาคระ\nชาคริต\nชาคริยานุโยค\nช่าง\nช้าง\nช้าช่อน\nชาญ\nชาด\nชาดก\nชาต\nชาตบุษย์\nชาตรี\nชาตะ\nชาตา\nชาติ\nชาน\nชานุ\nช้าปี่\nชาปีไหน\nช้าแป้น\nช้าพลู\nชาม\nชามพูนท\nชามาดร\nชามาดา\nชามาตุ\nชาย\nชายา\nชาล\nชาลา\nชาลินี\nช้าเลือด\nชาว\nชาวี\nชำ\nช่ำ\nช้ำ\nชำงัด\nชำงาย\nช่ำชอง\nชำนะ\nชำนัญ\nชำนัน\nชำนาญ\nชำนิ\nชำเนียร\nชำมะนาด\nชำมะเลียง\nชำร่วย\nชำระ\nช้ำรั่ว\nชำรุด\nชำเรา\nชำเราะ\nชำแรก\nชำแระ\nชำเลือง\nชำแหละ\nชิ\nชิง\nชิ่ง\nชิงชัน\nชิงช้า\nชิงช้าชาลี\nชิงชี่\nชิงฮื้อ\nชิชะ\nชิชิ\nชิณณะ\nชิด\nชิเดนทรีย์\nชิต\nชิตินทรีย์\nชิน\nชิ้น\nชินโต\nชิโนรส\nชิม\nชิมแปนซี\nชิยา\nชิรณะ\nชิระ\nชิวหา\nชิสา\nชี\nชี่\nชี้\nชีปะขาว\nชีผะขาว\nชีผ้าขาว\nชีพ\nชีฟอง\nชีรณ\nชีระ\nชีวเคมี\nชีวประวัติ\nชีวภาพ\nชีววิทยา\nชีวะ\nชีวัน\nชีวา\nชีวาตม์\nชีวาลัย\nชีวิต\nชีวิตักษัย\nชีวิน\nชีวี\nชืด\nชื่น\nชื้น\nชื่อ\nชุก\nชุกชี\nชุ้ง\nชุณห\nชุด\nชุติ\nชุน\nชุบ\nชุม\nชุ่ม\nชุมนุม\nชุมพร\nชุมพา\nชุมแพรก\nชุมรุม\nชุมแสง\nชุมเห็ด\nชุ่ย\nชุลมุน\nชุลี\nชุษณะ\nชู\nชู้\nเช็ค\nเช้ง\nเช้งวับ\nเชงเลง\nเช็ด\nเชน\nเช่น\nเชย\nเชลง\nเชลย\nเชลแล็ก\nเชลียง\nเชวง\nเชษฐะ\nเชษฐา\nเชอ\nเช่า\nเช้า\nเชาว์\nเชาวน์\nเชิง\nเชิญ\nเชิด\nเชิ้ต\nเชียง\nเชี่ยน\nเชียบ\nเชี่ยม\nเชียร\nเชียร์\nเชียว\nเชี่ยว\nเชื่อ\nเชื้อ\nเชือก\nเชื่อง\nเชือด\nเชือน\nเชื่อม\nแช\nแช่\nแช่ง\nแชงมา\nแชบ๊วย\nแช่ม\nแชร์\nแชล่ม\nแชสซี\nแชะ\nโชก\nโชค\nโชงโลง\nโชดก\nโชดึก\nโชต\nโชตก\nโชติ\nโชติก\nโชน\nโชมโรม\nโชย\nโชยงการ\nโชยชาย\nโชยติส\nโชว์\nใช่\nใช้\nไช\nไชนะ\nไชย\nไชโย\nซก\nซ่ก\nซงดำ\nซ่งฮื้อ\nซด\nซน\nซ้น\nซบ\nซม\nซวดเซ\nซวน\nซวย\nซอ\nซอก\nซอง\nซ่อง\nซ้อง\nซองแมว\nซ้องแมว\nซอน\nซ่อน\nซ้อน\nซอม\nซ่อม\nซ้อม\nซอมซ่อ\nซอย\nซอส\nซัก\nซักส้าว\nซัง\nซั้ง\nซัด\nซับ\nซัลฟา\nซั้ว\nซา\nซ่า\nซาก\nซาง\nซ่าง\nซาด\nซาน\nซ่าน\nซาบซ่าน\nซาบซึ้ง\nซ่าโบะ\nซาแมเรียม\nซ้าย\nซาลาเปา\nซาว\nซ่าหริ่ม\nซำ\nซ้ำ\nซิ\nซี\nซิก\nซิกข์\nซิกซี้\nซิกแซ็ก\nซิการ์\nซิงโคนา\nซิ่น\nซินนามิก\nซินแส\nซิบ\nซิป\nซิฟิลิส\nซิลิคอน\nซิว\nซี่\nซีก\nซีเซียม\nซีด\nซี้ด\nซีนอน\nซีป่าย\nซีเมนต์\nซีเรียม\nซีลีเนียม\nซีอิ๊ว\nซึก\nซึง\nซึ่ง\nซึ้ง\nซึม\nซื่อ\nซื้อ\nซุก\nซุง\nซุน\nซุบ\nซุป\nซุ่ม\nซุ้ม\nซุ่มซ่าม\nซุย\nซู่\nซูโครส\nซูด\nซู้ด\nซูดซาด\nซูบ\nเซ\nเซ็ก\nเซแคนต์\nเซ็ง\nเซ่ง\nเซ้ง\nเซ็งแซ่\nเซต\nเซน\nเซ็น\nเซ่น\nเซนติกรัม\nเซนติเกรด\nเซนติเมตร\nเซนติลิตร\nเซปักตะกร้อ\nเซราะ\nเซรุ่ม\nเซลเซียส\nเซลล์\nเซลลูลอยด์\nเซลลูโลส\nเซ่อ\nเซอร์โคเนียม\nเซอะ\nเซา\nเซ้าซี้\nเซาะ\nเซิง\nเซิ้ง\nเซียน\nเซียบ\nเซียมซี\nเซียว\nเซี่ยว\nเซี่ยวกาง\nเซื่อง\nแซ\nแซ่\nแซ็กคาริน\nแซง\nแซงแซว\nแซด\nแซบ\nแซม\nแซยิด\nแซ่ว\nแซะ\nโซ\nโซ่\nโซก\nโซ่ง\nโซงโขดง\nโซเซ\nโซดา\nโซเดียม\nโซม\nโซรม\nโซลา\nไซ\nไซ้\nไซเกิล\nไซโคลน\nไซน์\nไซยาไนด์\nไซร้\nไซเรน\nไซโล\nฌาน\nฌาปน\nฌาปนกิจ\nฌาปนสถาน\nเฌอ\nเฌอเอม\nญวน\nญัตติ\nญาณ\nญาติ\nญานาซะฮ์\nญิบ\nญี่ปุ่น\nเญยธรรม\nไญยธรรม\nฎีกา\nฐกัด\nฐากูร\nฐาน\nฐานะ\nฐานันดร\nฐานานุกรม\nฐานานุรูป\nฐานานุศักดิ์\nฐานียะ\nฐาปน\nฐาปนา\nฐายี\nฐิต\nฐิติ\nฑาหก\nฑาหะ\nเฒ่า\nณรงค์\nเณร\nดก\nดง\nด้ง\nด้น\nดนโด่\nดนตรี\nดนัย\nดนุ\nดนู\nดบัสวิน\nดบัสวี\nดม\nดรงค์\nดรณี\nดรรชนี\nดราฟต์\nดรุณ\nดรุณี\nดล\nดวง\nด้วง\nดวด\nด่วน\nด้วน\nด้วย\nดอก\nดอง\nด่อง\nด้อง\nดองฉาย\nดองดึง\nดอด\nดอน\nด่อน\nดอม\nด้อม\nดอย\nด้อย\nดอลลาร์\nดะ\nดะโต๊ะ\nดะหมัง\nดัก\nดักดาน\nดักแด้\nดัง\nดั่ง\nดั้ง\nดัชนี\nดัด\nดัตช์\nดัน\nดั้น\nดับ\nดัมพ์\nดั้วเดี้ย\nดัสกร\nดา\nด่า\nดาก\nด่าง\nด้าง\nดาด\nดาน\nด่าน\nด้าน\nดาบ\nดาบส\nดาม\nด้าม\nด้ามจิ้ว\nดามพ์\nดาย\nด้าย\nดารกะ\nดารณี\nดารดาษ\nดาระ\nดารา\nดาล\nดาลัด\nดาว\nด่าว\nด้าว\nดาวดึงส์\nดาวบส\nดาษ\nดาษดา\nดำ\nด่ำ\nด้ำ\nดำกล\nดำเกิง\nดำแคง\nดำดง\nดำนาณ\nดำเนิน\nดำบล\nดำรง\nดำรวจ\nดำรัส\nดำริ\nดำรี\nดำรู\nดำฤษณา\nดำเลิง\nดิก\nดิ่ง\nดิฉัน\nดิฐ\nดิตถ์\nดิถี\nดิน\nดิ้น\nดิบ\nดิรัจฉาน\nดิลก\nดิ่ว\nดิ้ว\nดิ้วเดี้ยว\nดิษฐ์\nดิสโพรเซียม\nดี\nดีเซล\nดีด\nดีดีที\nดีบุก\nดีปลี\nดีเปรสชัน\nดีหมี\nดีหลี\nดึก\nดึง\nดึ่ง\nดึ่ม\nดื่น\nดื่ม\nดือ\nดื้อ\nดุ\nดุก\nดุกดิก\nดุกทะเล\nดุ้ง\nดุ้งดิ้ง\nดุจ\nดุด\nดุน\nดุ้น\nดุบ\nดุม\nดุ่ม\nดุ่ย\nดุรงค์\nดุริยะ\nดุริยางค์\nดุริยางคศาสตร์\nดุริยางคศิลป์\nดุล\nดุษฎี\nดุษณี\nดุษณีภาพ\nดุษิต\nดุสิต\nดุเหว่า\nดู\nดูกค่าง\nดูกร\nดูด\nดูรา\nดูแล\nเด\nเด่\nเดก\nเด็ก\nเดกซ์โทรส\nเดคากรัม\nเดคาเมตร\nเดคาลิตร\nเด้ง\nเด็จ\nเดช\nเดชน์\nเดชนะ\nเดชะ\nเดโช\nเดซิกรัม\nเดซิเมตร\nเดซิลิตร\nเด็ด\nเดน\nเด่น\nเดนมาร์ก\nเดรัจฉาน\nเด๋อ\nเด๋อด๋า\nเดา\nเด้า\nเดาะ\nเดิน\nเดิ่น\nเดิม\nเดียง\nเดียด\nเดียรดาษ\nเดียรถีย์\nเดียรัจฉาน\nเดียว\nเดี่ยว\nเดี๋ยว\nเดียะ\nเดื่อ\nเดือก\nเดื่อง\nเดือด\nเดือน\nเดือย\nแด\nแด่\nแดก\nแด็ก\nแดกงา\nแดกแด้\nแดง\nแดด\nแดน\nแด่น\nแด่ว\nแดะ\nแดะแด๋\nโด\nโด่\nโดกเดก\nโด่ง\nโดด\nโดน\nโดม\nโดมร\nโดย\nโดรณ\nใด\nได\nได้\nไดแซ็กคาไรด์\nไดนาโม\nไดนาไมต์\nไดโนเสาร์\nไดเรกตริกซ์\nตก\nต๊กโต\nตง\nต๋ง\nตงฉิน\nตงิด\nตงุ่น\nตด\nตติย\nตถาคต\nตน\nต้น\nตนัย\nตนุ\nตบ\nตบะ\nตปนียะ\nตม\nต้ม\nตมูก\nตยาคี\nตรง\nตรณี\nตรม\nตรรก\nตรรกะ\nตรลบ\nตรลอด\nตรลาด\nตรวจ\nตรวน\nตรอก\nตรอง\nตรอมใจ\nตรอมตรม\nตระ\nตระกล\nตระกวน\nตระกอง\nตระการ\nตระกูล\nตระคัร\nตระเตรียม\nตระนาว\nตระบก\nตระบอก\nตระบอง\nตระบัด\nตระบัน\nตระเบ็ง\nตระแบก\nตระแบง\nตระโบม\nตระพอง\nตระพัง\nตระลาการ\nตระวัน\nตระเว็ด\nตระเวน\nตระสัก\nตระหง่าน\nตระหนก\nตระหนัก\nตระหน่ำ\nตระหนี่\nตรัง\nตรังค์\nตรับ\nตรับฟัง\nตรัย\nตรัยตรึงศ์\nตรัส\nตรัสสา\nตรา\nตรากตรำ\nตราชู\nตราบ\nตราสัง\nตรำ\nตริ\nตริว\nตรี\nตรีปวาย\nตรีพิธพรรณ\nตรียัมปวาย\nตรึก\nตรึง\nตรุ\nตรุณ\nตรุณะ\nตรุษ\nตรู\nตรู่\nตฤณ\nตฤตีย\nตฤษณา\nตลก\nตลบ\nตลอด\nตลับ\nตลาด\nตลิ่ง\nตลึง\nตวง\nต่วน\nต้วมเตี้ยม\nตวัก\nตวัด\nตวาด\nตอ\nตอม่อ\nต่อ\nต้อ\nตอก\nต๊อก\nต๊อกต๋อย\nตอง\nต้อง\nตองกราย\nต้องเต\nตองแตก\nต่องแต่ง\nตองเหลือง\nตอด\nตอน\nต้อน\nตอบ\nตอเบา\nตอม\nต่อม\nต๋อม\nต่อย\nต้อย\nต้อยตริ่ง\nต้อยติ่ง\nต้อยตีวิด\nตอแย\nตอร์ปิโด\nต่อไส้\nตอแหล\nตะ\nตะกรน\nตะกร้อ\nตะกรัน\nตะกรับ\nตะกร้า\nตะกราม\nตะกรุด\nตะกรุม\nตะกรุมตะกราม\nตะกละ\nตะกลาม\nตะกวด\nตะกอ\nตะกอน\nตะกัง\nตะกั่ว\nตะกาง\nตะกาด\nตะกาย\nตะกาว\nตะกุกตะกัก\nตะกุย\nตะกู\nตะกูด\nตะเกียกตะกาย\nตะเกียง\nตะเกียบ\nตะแก\nตะแก่\nตะแกรง\nตะโก\nตะโก้\nตะโกก\nตะโกน\nตะโกรง\nตะโกรม\nตะไกร\nตะขบ\nตะขอ\nตะขาบ\nตะขิดตะขวง\nตะเข้\nตะเข็บ\nตะโขง\nตะคร้อ\nตะครอง\nตะครั่นตะครอ\nตะคร้ำ\nตะคริว\nตะคิว\nตะครุบ\nตะคอก\nตะคัน\nตะค้า\nตะคาก\nตะค้าน\nตะคุ่ม\nตะเครียว\nตะเคียว\nตะเคียน\nตะแคง\nตะไคร่\nตะไคร้\nตะเฆ่\nตะนอย\nตะนาว\nตะบม\nตะบอง\nตะบอย\nตะบัน\nตะบิ้ง\nตะบิด\nตะบิดตะบอย\nตะบี้ตะบัน\nตะบึง\nตะบูน\nตะเบ็ง\nตะเบ็งมาน\nตะเบ๊ะ\nตะแบก\nตะแบง\nตะโบม\nตะไบ\nตะปบ\nตะปลิง\nตะปิ้ง\nตะปุ่มตะป่ำ\nตะปู\nตะพง\nตะพด\nตะพอง\nตะพัก\nตะพัง\nตะพัด\nตะพั้น\nตะพาก\nตะพาน\nตะพาบ\nตะพาย\nตะพึด\nตะพึดตะพือ\nตะพุ่น\nตะเพรา\nตะเพิง\nตะเพิด\nตะเพียน\nตะโพก\nตะโพง\nตะโพน\nตะเภา\nตะใภ้\nตะม่อ\nตะมอย\nตะรังกะนู\nตะรังตังกวาง\nตะรังตังช้าง\nตะราง\nตะลอง\nตะลอน\nตะล่อม\nตะละ\nตะลาน\nตะลิงปลิง\nตะลิบ\nตะลีตะลาน\nตะลึง\nตะลึงพรึงเพริด\nตะลุง\nตะลุ่ม\nตะลุ่มนก\nตะลุมบอน\nตะลุ่มโปง\nตะลุมพอ\nตะลุมพุก\nตะลุย\nตะเลง\nตะแลงแกง\nตะไล\nตะวัน\nตะเวน\nตะหลิว\nตะหลุก\nตะหลุง\nตะแหง่ว\nตะแหมะแขะ\nตะโหงก\nตัก\nตักกะ\nตักเตือน\nตั๊กแตน\nตักษัย\nตัง\nตั่ง\nตั้ง\nตังเก\nตังฉ่าย\nตังเม\nตังวาย\nตังโอ๋\nตัจฉก\nตัจฉนี\nตัณฑุล\nตัณหา\nตัด\nตัน\nตันตระ\nตันติ\nตันหยง\nตับ\nตับปิ้ง\nตัว\nตั๋ว\nตัวจี๊ด\nตัวตืด\nตั้วโผ\nตั้วเหี่ย\nตา\nตาก\nตากวาง\nต่าง\nตาด\nตาน\nต่าน\nต้าน\nตานนกกด\nตานี\nตาบ\nตาม\nตามะแน\nตามิน\nตาย\nตาราไต\nตาล\nตาลุ\nต๋าว\nตาเสือ\nตาหนู\nตาฬ\nตำ\nต่ำ\nตำนาน\nตำบล\nตำแบ\nตำแย\nตำรวจ\nตำรับ\nตำรา\nตำรุ\nตำลึง\nตำเสา\nตำหนัก\nตำหนิ\nตำแหน่ง\nติ\nติก\nติ๊ก\nติกะ\nติกาหรัง\nติง\nติ่ง\nติ๋ง\nติ่งตั่ง\nติ๋งต่าง\nติงส\nติงสติ\nติณ\nติด\nติตติกะ\nติตติร\nติตถ\nติตถะ\nติถี\nติมิงคละ\nติรัจฉาน\nติลก\nติละ\nติ้ว\nตี\nตี่\nตีน\nตีบ\nตีรถะ\nตีระ\nตึ\nตึก\nตึ้ก\nตึ้กตั้ก\nตึง\nตึดตื๋อ\nตึ๊ดตื๋อ\nตืด\nตื่น\nตื้น\nตื้อ\nตื๊อ\nตื๋อ\nตุ\nตุ๊\nตุ๊กแก\nตุ๊กตา\nตุ๊กต่ำ\nตุกติก\nตุ๊กติ๊ก\nตุ๊กตุ่น\nตุ๊กตุ๋ย\nตุง\nตุ้งก่า\nตุ้งติ้ง\nตุ๊ดตู่\nตุน\nตุ่น\nตุ๋น\nตุนาหงัน\nตุบ\nตุ้บ\nตุ๊บป่อง\nตุปัดตุป่อง\nตุปัดตุเป๋\nตุ่ม\nตุ้ม\nตุ๋ม\nตุ้มกว้าว\nตุมกา\nตุ้มแซะ\nตุมตัง\nตุ้มเต๋น\nตุ้มปี่\nตุมพะ\nตุ่ย\nตุ้ย\nตุ๊ย\nตุ๋ยตุ่ย\nตุรคะ\nตุรงค์\nตุล\nตุลา\nตุหรัดตุเหร่\nตู\nตู่\nตู้\nตูก\nตูด\nตูบ\nตูม\nเต๊ก\nเต็ง\nเต่ง\nเตช\nเตโช\nเต้น\nเต็นท์\nเต็ม\nเตย\nเตร่\nเตร็ด\nเตรตา\nเตรียม\nเตรียมตรม\nเตละ\nเตลิด\nเตว็ด\nเต่อ\nเตอะ\nเตะ\nเตา\nเต่า\nเต้า\nเต๋า\nเต่าเกียด\nเต้าเจี้ยว\nเต้าทึง\nเต้าหู้\nเต้าฮวย\nเต๊าะ\nเตาะแตะ\nเติ่ง\nเติบ\nเติม\nเตี้ย\nเตียง\nเตียน\nเตียบ\nเตี๋ยม\nเตียรถ์\nเตียว\nเตี่ยว\nเตือน\nแต่\nแต้\nแตก\nแตง\nแต่ง\nแตงเม\nแต้จิ๋ว\nแตด\nแต๊ดแต๋\nแตน\nแต้ม\nแตร\nแตระ\nแต้ว\nแต้วแร้ว\nแต้วแล้ว\nแต่ว่า\nแต้แว้ด\nแตะ\nโต\nโต้\nโตก\nโต่ง\nโต้ง\nโตงเตง\nโตฎก\nโต๊ด\nโตน\nโตนด\nโต้โผ\nโตมร\nโตย\nโตรก\nโต๊ะ\nใต้\nไต\nไต่\nไต้\nไต๋\nไตร\nไตรกิศยา\nไตรดายุค\nไตร่ตรอง\nไตรย\nไต้หวัน\nถก\nถกล\nถงาด\nถด\nถนน\nถนอม\nถนัด\nถนัน\nถนำ\nถนิม\nถม\nถ่ม\nถมอ\nถมึงทึง\nถลก\nถลกบาตร\nถลน\nถล่ม\nถลอก\nถลัน\nถลา\nถลาก\nถลาย\nถลำ\nถลึงตา\nถลุง\nถ่วง\nถ้วน\nถ้วย\nถวัล\nถวัลย์\nถวาย\nถวิน\nถวิล\nถ่อ\nถ้อ\nถอก\nถอง\nถ่อง\nถ้อง\nถอด\nถอน\nถอบ\nถอบแถบ\nถ่อม\nถอย\nถ่อย\nถ้อย\nถะ\nถะถั่น\nถะมัดถะแมง\nถัก\nถัง\nถั่ง\nถัด\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นยา\nบิลเลียด\nบิวเรตต์\nบิสมัท\nบี้\nบีฑา\nบีตา\nบีบ\nบีเยศ\nบึก\nบึกบึน\nบึง\nบึ่ง\nบึ้ง\nบุ\nบุก\nบุคคล\nบุคลากร\nบุคลาธิษฐาน\nบุคลิก\nบุง\nบุ่ง\nบุ้ง\nบุ้งกี๋\nบุญ\nบุญญาธิการ\nบุญญานุภาพ\nบุญญาภินิหาร\nบุญญาภิสังขาร\nบุณฑริก\nบุณมี\nบุณย์\nบุตร\nบุตรี\nบุถุชน\nบุทคล\nบุนนาค\nบุบ\nบุบบิบ\nบุปผชาติ\nบุพกรรม\nบุพการี\nบุพกิจ\nบุพชาติ\nบุพทักษิณ\nบุพนิมิต\nบุพบท\nบุพพาจารย์\nบุพเพสันนิวาส\nบุพโพ\nบุ๋ม\nบุ่มบ่าม\nบุ้ย\nบุรณะ\nบุรพทิศ\nบุรพบท\nบุรพาจารย์\nบูรพาจารย์\nบุระ\nบุราณ\nบุรินทร์\nบุริมทิศ\nบุริมพรรษา\nบุริมสิทธิ\nบุรี\nบุรุษ\nบุโรทั่ง\nบุษกร\nบุษบก\nบุษบง\nบุษบัน\nบุษบา\nบุษบามินตรา\nบุษปราค\nบุษปะ\nบุษย์\nบุษย์น้ำทอง\nบุษยมาส\nบุษยะ\nบุษราคัม\nบุหงัน\nบุหงา\nบุหรง\nบุหรี่\nบุหลัน\nบู่\nบู้\nบูชนียสถาน\nบูชา\nบูชิต\nบูด\nบูดู\nบูร\nบูรณ์\nบูรณภาพ\nบูรณมี\nบูรณะ\nบูรณาการ\nบูรพ์\nบูรพะ\nบูรพา\nเบ้\nเบ่ง\nเบ๊จี๋\nเบญกานี\nเบญจกัลยาณี\nเบญจกามคุณ\nเบญจขันธ์\nเบญจดุริยางค์\nเบญจธรรม\nเบญจบรรพต\nเบญจพรรณ\nเบญจเพส\nเบญจมาศ\nเบญจรงค์\nเบญจศก\nเบญจศีล\nเบญจะ\nเบญจา\nเบญจางค์\nเบญจางคประดิษฐ์\nเบญญา\nเบญพาด\nเบ็ด\nเบ็ดเตล็ด\nเบ็ดเสร็จ\nเบน\nเบนซิน\nเบรก\nเบริลเลียม\nเบส\nเบ้อ\nเบอร์\nเบอร์คีเลียม\nเบ้อเร่อ\nเบ้อเร่อเท่อ\nเบ้อเริ่ม\nเบ้อเริ่มเทิ่ม\nเบอะ\nเบอะบะ\nเบะ\nเบา\nเบ้า\nเบาราณ\nเบาะ\nเบิก\nเบิ่ง\nเบี้ย\nเบี่ยง\nเบียด\nเบียน\nเบียร์\nเบี้ยว\nเบือ\nเบื่อ\nเบื้อ\nเบื้อง\nเบือน\nแบ\nแบ้\nแบก\nแบคทีเรีย\nแบ่ง\nแบงก์\nแบดมินตัน\nแบตเตอรี่\nแบน\nแบนโจ\nแบบ\nแบ็บ\nแบเรียม\nแบหลา\nแบะ\nโบ\nโบ้\nโบ๋\nโบก\nโบกขรณี\nโบกขรพรรษ\nโบชุก\nโบต\nโบนัส\nโบ๊เบ๊\nโบย\nโบรมีน\nโบรอน\nโบราณ\nโบสถ์\nใบ\nใบ้\nไบ่\nปก\nปกติ\nปกรณ์\nปกรณัม\nปกิณกะ\nปกีรณัม\nปโกฏิ\nปง\nป่ง\nปงช้าง\nปฎล\nปฏัก\nปฏิกรณ์\nปฏิกรรม\nปฏิการะ\nปฏิกิริยา\nปฏิกูล\nปฏิคม\nปฏิคหิต\nปฏิคาหก\nปฏิฆะ\nปฏิชีวนะ\nปฏิญญา\nปฏิญาณ\nปฏิทิน\nปฏิบถ\nปฏิบัติ\nปฏิปทา\nปฏิปักษ์\nปฏิปัน\nปฏิปุจฉาพยากรณ์\nปฏิปุจฉาวาที\nปฏิพัทธ์\nปฏิพากย์\nปฏิภาค\nปฏิภาณ\nปฏิมา\nปฏิมากร\nปฏิยุทธ์\nปฏิรพ\nปฏิรูป\nปฏิโลม\nปฏิวัติ\nปฏิวาต\nปฏิวาท\nปฏิเวธ\nปฏิสนธิ\nปฏิสวะ\nปฏิสังขรณ์\nปฏิสันถาร\nปฏิสัมภิทา\nปฏิเสธ\nปฐพี\nปฐม\nปฐวี\nปณต\nปณาม\nปณิธาน\nปณิธิ\nปณีต\nปด\nปดิวรัดา\nปติ\nปถพี\nปถมัง\nปถวี\nปทัฏฐาน\nปทัสถาน\nปทานุกรม\nปทีป\nปทุม\nปน\nป่น\nปนัดดา\nปปัญจะ\nปม\nปรนัย\nปรปักษ์\nปรโลก\nปรวาที\nปรก\nปรกติ\nปรง\nปรตยักษ์\nปรน\nปรนนิบัติ\nปรนิมมิตวสวัตดี\nปรบ\nปรปักษ์\nปรมัตถ์\nปรมาจารย์\nปรมาณู\nปรมาภิไธย\nปรมาภิเษก\nปรมินทร์\nบรเมนทร์\nปรเมศวร์\nปรเมษฐ์\nปรวด\nปรวนแปร\nปรศุ\nปรสิต\nปร๋อ\nปรองดอง\nปรอด\nปรอท\nปรอย\nประ\nประกบ\nประกฤต\nประกฤติ\nประกล\nประกวด\nประกวดประขัน\nประกอบ\nประกัน\nประกับ\nประกาย\nประกายพรึก\nประการ\nประกาศ\nประกาศนียบัตร\nประกาศิต\nประกำ\nประกิด\nประกิต\nประคด\nประคนธรรพ\nประคนธรรพ์\nประคบ\nประคบประหงม\nประคอง\nประคับประคอง\nประคัลภ์\nประคำ\nประคิ่น\nประคุณ\nประเคน\nประเคราะห์\nประโคน\nประโคนธรรพ\nประโคนธรรพ์\nประโคม\nประจง\nประจญ\nประจบ\nประจบประแจง\nประจวบ\nประจ๋อประแจ๋\nประจักษ์\nประจักษนิยม\nประจัญ\nประจัน\nประจาก\nประจาค\nประจาน\nประจำ\nประจิม\nประจิ้มประเจ๋อ\nประจุ\nประจุคมน์\nประจุบัน\nประเจก\nประเจิด\nประเจิดประเจ้อ\nประเจียด\nประแจ\nประชด\nประชน\nประชวม\nประชวร\nประชัน\nประชา\nประชาธิปไตย\nประชิด\nประชี\nประชุม\nประเชิญ\nประณต\nประณม\nประณาม\nประณิธาน\nประณิธิ\nประณีต\nประณุท\nประดง\nประดน\nประดวน\nประดอน\nประดอย\nประดัก\nประดักประเดิด\nประดัง\nประดับ\nประดา\nประดาก\nประดาป\nประดาษ\nประดิชญา\nประดิดประดอย\nประดิทิน\nประดิษฐ์\nประดิษฐกรรม\nประดิษฐาน\nประดุง\nประดุจ\nประดู่\nประเด\nประเด็น\nประเดิม\nประเดียง\nประเดี๋ยว\nประเดี๋ยวประด๋าว\nประแดง\nประแดะ\nประโดง\nประโดย\nประตง\nประตัก\nประตาป\nประติชญา\nประติญาณ\nประติทิน\nประติมากร\nประติมากรรม\nประติรพ\nประตู\nประถม\nประถมจินดา\nประทม\nประท้วง\nประทวน\nประทักษ์\nประทักษิณ\nประทัง\nประทัด\nประทับ\nประทาน\nประทาย\nประทาศี\nประทิน\nประทิ่น\nประทีป\nประทุฐ\nประทุน\nประทุษ\nประทุษฐ์\nประเทศ\nประเทา\nประเทียด\nประเทียบ\nประเทือง\nประธาน\nประธานาธิบดี\nประนม\nประนอ\nประนอม\nประนัง\nประนัปดา\nประนีประนอม\nประปราน\nประปราย\nประปา\nประเปรี้ยง\nประเปรียว\nประพจน์\nประพนธ์\nประพรม\nประพฤติ\nประพฤทธิ์\nประพัด\nประพัทธ์\nประพันธ์\nประพาต\nประพาส\nประพาสมหรณพ\nประพาฬ\nประพิณ\nประพิมพ์ประพาย\nประพุทธ์\nประเพณี\nประโพธ\nประไพ\nประไพร\nประภพ\nประภัสสร\nประภา\nประภาคาร\nประภาพ\nประภาษ\nประภาส\nประเภท\nประมง\nประมวล\nประมาณ\nประมาท\nประมุข\nประมุท\nประมูล\nประเมิน\nประโมง\nประโมทย์\nประยงค์\nประยุกต์\nประยุทธ์\nประยุร\nประยูร\nประโยค\nประโยชน์\nประโรหิต\nประลมพ์\nประลอง\nประลัย\nประลาต\nประลาย\nประลุ\nประเล่ห์\nประเล้าประโลม\nประโลม\nประวรรต\nประวรรตน์\nประวัติ\nประวาล\nประวาลปัทม์\nประวาส\nประวิง\nประวิช\nประวิตร\nประวิน\nประวีณ\nประเวณี\nประเวศ\nประเวศน์\nประศม\nประศาสน์\nประศุ\nประสก\nประสงค์\nประสบ\nประสพ\nประสม\nประสะ\nประสัก\nประสันนาการ\nประสัยห์\nประสา\nประสาท\nประสาธน์\nประสาน\nประสาร\nประสิทธิ์\nประสิทธิผล\nประสิทธิภาพ\nประสีประสา\nประสูต\nประสูติ\nประเสบัน\nประเสบันอากง\nประเสริฐ\nประหนึ่ง\nประหม่า\nประหยัด\nประหลาด\nประหล่ำ\nประหวัด\nประหวั่น\nประหัตประหาร\nประหาณ\nประหาร\nประเหล\nประเหส\nประไหมสุหรี\nประอบ\nประอร\nปรัก\nปรักปรำ\nปรักมะ\nปรัง\nปรัชญา\nปรัตถจริยา\nปรัตยุบัน\nปรัน\nปรับ\nปรัมปรา\nปรัศจิม\nปรัศนา\nปรัศนี\nปรัศว์\nปรัสสบท\nปร่า\nปรากฏ\nปรากรม\nปรากฤต\nปราการ\nปราง\nปรางค์\nปราจีน\nปราชญ์\nปราชญา\nปราชัย\nปราณ\nปราณี\nปราด\nปราน\nปรานี\nปราบ\nปราบดาภิเษก\nปราปต์\nปราม\nปรามาส\nปราโมช\nปราโมทย์\nปราย\nปรารถนา\nปรารภ\nปรารมภ์\nปราศ\nปราศจาก\nปราศรัย\nปราษณี\nปราษาณ\nปราสัย\nปราสาท\nปรำ\nปริ\nปริก\nปริกขาร\nปริกรรม\nปริกัป\nปริคณห์\nปริจาค\nปริจาริกา\nปริเฉท\nปริชน\nปริซึม\nปริญญา\nปริณาม\nปริณายก\nปริต\nปริตตะ\nปริตโตทก\nปริตร\nปริทรรศน์\nปริทัยหัคคี\nปริทัศน์\nปริเทพ\nปริเทวะ\nปรินิพพาน\nปริบ\nปริบท\nปริปันถ์\nปริพนธ์\nปริพัตร\nปริพันธ์\nปริพาชก\nปริภัณฑ์\nปริภาษ\nปริภูมิ\nปริโภค\nปริ่ม\nปริมณฑล\nปริมาณ\nปริมาตร\nปริยัติ\nปริยานุช\nปริยาย\nปริเยศ\nปริโยสาน\nปริวรรต\nปริวัตร\nปริวาร\nปริวาส\nปริวิตก\nปริเวณ\nปริศนา\nปริษัท\nปริสัญญู\nปริสุทธิ\nปริหาน\nปริหาร\nปรี่\nปรีชญา\nปรีชา\nปรี๊ด\nปรีดา\nปรีดิ\nปรีดิ์\nปรีดี\nปรีติ\nปรียะ\nปรียา\nปรึก\nปรึกษา\nปรึง\nปรือ\nปรื๋อ\nปรุ\nปรุง\nปรู\nปรู๋\nปรูด\nปรู๊ด\nปรู๊ดปร๊าด\nปรู๊ฟ\nปฤงคพ\nปฤจฉา\nปฤษฎางค์\nปฤษฐ\nปลก\nปลกเปลี้ย\nปลง\nปล่ง\nปลด\nปล้น\nปลวก\nปลอก\nปล่อง\nปล้อง\nปลอด\nปล้อน\nปลอบ\nปลอม\nปล่อย\nปละ\nปลัก\nปลั๊ก\nปลัง\nปลั่ง\nปลัด\nปลัดขิก\nปลา\nปลาต\nปลาบ\nปลาย\nปลาสเตอร์\nปลาสนาการ\nปล้ำ\nปลิง\nปลิด\nปลิ้น\nปลิโพธ\nปลิม\nปลิ่ม\nปลิว\nปลี\nปลีก\nปลื้ม\nปลุก\nปลูก\nปวกเปียก\nปวง\nป่วง\nปวด\nป่วน\nป้วน\nป้วนเปี้ยน\nป่วย\nปวัตน์\nปวารณา\nปวาล\nปวาส\nปวาฬ\nปวิช\nปวิตร\nปวิธ\nปวิเวก\nปวีณ\nปวุติ\nปเวณี\nปเวส\nปเวสน์\nปศุ\nปสันนะ\nปสันนาการ\nปสาท\nปสาน\nปสาสน์\nปสุ\nปสุต\nปสูติ\nปหังสนะ\nปหาน\nปหาร\nปหาส\nปอ\nป้อ\nป๋อ\nปอก\nปอง\nป่อง\nป้อง\nปอด\nปอน\nป้อน\nปอนด์\nปอเนาะ\nปอบ\nป้อแป้\nปอม\nป้อม\nป๋อม\nปอย\nป้อย\nป้อยอ\nปะ\nปะกน\nปะกัง\nปะการัง\nปะกำ\nปะขาว\nปะงาบ\nปะตาปา\nปะตาระกาหลา\nปะติดปะต่อ\nปะติยาน\nปะทะ\nปะทะปะทัง\nปะทุ\nปะทุน\nปะปน\nปะมง\nปะราลี\nปะรำ\nปะไร\nปะลอม\nปะเลง\nปะแล่ม\nปะโลง\nปะวะหล่ำ\nปะหงับ\nปะหนัน\nปะหัง\nปะเหลาะ\nปัก\nปักข์\nปักเป้า\nปักษ์\nปักษา\nปักษิน\nปักษี\nปัง\nปั๋ง\nปังสุ์\nปังสุกุล\nปัจจัตตะ\nปัจจันต์\nปัจจันตคาม\nปัจจันตชนบท\nปัจจันตประเทศ\nปัจจัย\nปัจจามิตร\nปัจจุคมน์\nปัจจุทธรณ์\nปัจจุบัน\nปัจจุสมัย\nปัจเจก\nปัจโจปการกิจ\nปัจฉา\nปัจฉิม\nปัจถรณ์\nปัจนึก\nปัจยาการ\nปัจเวกขณ์\nปัชชุน\nปัญจนที\nปัญจวัคคีย์\nปัญจก\nปัญจกะ\nปัญจมี\nปัญจวีสติ\nปัญญัติ\nปัญญา\nปัญหา\nปัฏ\nปัฏนะ\nปัฐยาวัต\nปัณฑรหัตถี\nปัณณะ\nปัณณาส\nปัณณาสก์\nปัณรสี\nปัณหิ\nปัด\nปัตคาด\nปัตตะ\nปัตตานึก\nปัตตานุโมทนา\nปัตตาเวีย\nปัตติ\nปัตติก\nปัตถร\nปัตถะ\nปัตนิ\nปัตนี\nปัตหล่า\nปัถพี\nปัถวี\nปัทม์\nปัทมะ\nปัทมาสน์\nปัน\nปั่น\nปั้น\nปั้นจั่น\nปันจุเหร็จ\nปั้นลม\nปั้นหยา\nปั้นเหน่ง\nปับ\nปั๊บ\nปัปผาสะ\nปัพพาชนียกรรม\nปัพภาระ\nปั๊ม\nปัยกา\nปัยยิกา\nปัวเปีย\nปัศจิม\nปัศตัน\nปัสสาวะ\nปัสสาสะ\nปา\nป่า\nป้า\nปาก\nปาง\nป้าง\nปาจรีย์\nปาจิตตีย์\nปาจีน\nปาฏลิ\nปาฏิบท\nปาฏิบุคลิก\nปาฏิโภค\nปาฏิหาริย์\nปาฐก\nปาฐกถา\nปาฐะ\nปาณกชาติ\nปาณะ\nปาณาติบาต\nปาณิ\nปาณี\nปาด\nปาติโมกข์\nปาตี\nปาเต๊ะ\nปาท่องโก๋\nปาทังกา\nปาทาน\nปาทุกา\nปาน\nป่าน\nป้าน\nปานะ\nปานียะ\nป้าบ\nป๊าบ\nปาพจน์\nปาม\nปาโมกข์\nป่าย\nป้าย\nปายาส\nปาร์เกต์\nปารมี\nปารเมศ\nปาราชิก\nปาริฉัตร\nปาริชาต\nปารุสกวัน\nปาล\nปาล์ม\nปาลิไลยก์\nปาลี\nปาว\nป่าว\nป๊าว\nปาวาร\nปาษาณ\nปาส\nปาสาณ\nปาสาทิกะ\nปาหนัน\nปาหี่\nปำ\nป้ำ\nป้ำเป๋อ\nปิกนิก\nปิ้ง\nปิงคละ\nปิงปอง\nปิฎก\nปิฏฐะ\nปิฐิ\nปิณฑะ\nปิด\nปิตตะ\nปิตา\nปิตามหัยกา\nปิตามหัยยิกา\nปิตุ\nปิตุจฉา\nปิตุภูมิ\nปิตุลา\nปิโตรเลียม\nปิ่น\nปิ่นแก้ว\nปิ่นโต\nปิปผลี\nปิ่ม\nปิ้ม\nปิยะ\nปิยังคุ\nปิโยรส\nปิลันธน์\nปิ๋ว\nปิศาจ\nปิหกะ\nปี\nปี่\nปี้\nปี๋\nปีก\nปีฐะ\nปี๊ด\nปีติ\nปีน\nปีบ\nปี๊บ\nปีศาจ\nปีฬกะ\nปึก\nปึง\nปึ่ง\nปึ๋ง\nปึ้ด\nปึมปื้อ\nปืน\nปื้น\nปือ\nปื้อ\nปื๋อ\nปุ\nปุ๊\nปุก\nปุกปุย\nปุคละ\nปุ้งกี๋\nปุงควะ\nปุงลิงค์\nปุงลึงค์\nปุจฉา\nปุฏะ\nปุณฑริก\nปุด\nปุตตะ\nปุถุชน\nปุนนาค\nปุนภพ\nปุนัพสุ\nปุบ\nปุ๊บ\nปุปผะ\nปุปะ\nปุพพะ\nปุ่ม\nปุ่มป่ำ\nปุ้ม\nปุ๋ม\nปุย\nปุ้ย\nปุ๋ย\nปุรณะ\nปุระ\nปุราณ\nปุราณะ\nปุริมพรรษา\nปุเรจาริก\nปุโรหิต\nปุลลิงค์\nปุลลึงค์\nปุลินท์\nปุโลปุเล\nปุษยะ\nปุสสะ\nปู\nปู่\nปูชกะ\nปูชนียบุคคล\nปูชนียวัตถุ\nปูชนียะ\nปูชา\nปูชิต\nปูด\nปูน\nปูม\nปู้ยี่ปู้ยำ\nปูระ\nปูลู\nเป้\nเป๋\nเปก\nเป๊ก\nเป่ง\nเป้ง\nเป๋ง\nเป็ด\nเปตพลี\nเปตอง\nเป็น\nเปยยาล\nเปร็ง\nเปรต\nเปรม\nเปรย\nเปรอ\nเปรอะ\nเปราะ\nเปรียง\nเปรี้ยง\nเปรี้ยงปร้าง\nเปรียญ\nเปรียบ\nเปรี่ยม\nเปรียว\nเปรี้ยว\nเปรียะ\nเปรี๊ยะ\nเปรื่อง\nเปรื้อย\nเปล\nเปล่ง\nเปลว\nเปลา\nเปล่า\nเปล้า\nเปลาะ\nเปลี้ย\nเปลี่ยน\nเปลี่ยม\nเปลี่ยว\nเปลือก\nเปลือง\nเปลื้อง\nเปลือย\nเปศะ\nเปศัส\nเปสการ\nเปสละ\nเปสุญวาท\nเป๋อ\nเป้อเย้อ\nเปอร์\nเปอร์เซ็นต์\nเปะ\nเปา\nเป่า\nเป้า\nเป๊า\nเป๋า\nเป๋าฮื้อ\nเปาะ\nเป๊าะ\nเปาะเปี๊ยะ\nเปาะแปะ\nเปิก\nเปิง\nเปิงมาง\nเปิด\nเปิ่น\nเปิบ\nเปิ๊บ\nเปีย\nเปียก\nเปี๊ยก\nเปี๊ยบ\nเปี่ยม\nเปี้ยว\nเปี๊ยว\nเปียะ\nเปี๊ยะ\nเปือก\nเปื้อน\nเปื่อย\nแป\nแป้ง\nแป๋ง\nแปด\nแป๊ด\nแปทู\nแป้น\nแป๊น\nแปบ\nแป๊บ\nแปม\nแปร\nแปร๋\nแปรก\nแปรง\nแปร่ง\nแปร๊ด\nแปร้น\nแปร๋น\nแปรปรวน\nแประ\nแปล\nแปล้\nแปลก\nแปลง\nแปลน\nแปลบ\nแปล๊บ\nแป้ว\nแป๊ว\nแปะ\nแป๊ะ\nแป๊ะซะ\nโป\nโป่\nโป้\nโป๊\nโปก\nโป๊ก\nโป๊กเกอร์\nโปกขรณี\nโปกขรพรรษ\nโปเก\nโปง\nโป่ง\nโป้ง\nโป่งข่าม\nโปงลาง\nโป่งวิด\nโปฐบท\nโปฐปทมาส\nโปดก\nโปตถกะ\nโปน\nโป๊ป\nโป๊ยเซียน\nโปรแกรม\nโปรง\nโปร่ง\nโปรด\nโปรตอน\nโปรตีน\nโปรเตสแตนต์\nโปรแทรกเตอร์\nโปรย\nโปล่ง\nโปลิโอ\nโปโล\nโปสก\nโปสต์การ์ด\nโปะ\nโป๊ะ\nโป๊ะจ้าย\nไป\nไป่\nไป๋\nไปยาล\nไปรษณีย์\nไปรษณียบัตร\nไปรษณียภัณฑ์\nไปรษณียากร\nไปล่\nไปศาจ\nผก\nผกา\nผกาย\nผคม\nผง\nผงก\nผงม\nผงะ\nผงาด\nผง่าน\nผจง\nผจญ\nผจัญ\nผจาน\nผชุม\nผณิน\nผณินทร\nผณิศวร\nผด\nผดุง\nผเดิน\nผทม\nผนวก\nผนวช\nผนัง\nผนิด\nผนึก\nผม\nผยอง\nผรณาปีติ\nผรสุ\nผริต\nผรุสวาท\nผล\nผลคุน\nผลคุนี\nผล็อย\nผละ\nผลัก\nผลัด\nผลับ\nผลัวะ\nผลา\nผลาญ\nผลานิสงส์\nผลาผล\nผลาหาร\nผลิ\nผลิกะ\nผลิต\nผลิน\nผลี\nผลีผลาม\nผลึก\nผลึ่ง\nผลือ\nผลุ\nผลุง\nผลุด\nผลุน\nผลุนผลัน\nผลุบ\nผลุบผลับ\nผลุย\nผลู\nผวน\nผวย\nผวา\nผสม\nผสาน\nผอง\nผ่อง\nผ่อน\nผอบ\nผอม\nผ็อย\nผอูน\nผะ\nผะดา\nผะสา\nผัก\nผัคคุณ\nผัคคุณี\nผัง\nผัด\nผัน\nผับ\nผัว\nผัวะ\nผัสสะ\nผัสสาหาร\nผา\nผ่า\nผ้า\nผาก\nผาง\nผ่าง\nผาณิต\nผาด\nผาติ\nผ่าน\nผาม\nผาย\nผ่ายผอม\nผาล\nผาลคุน\nผาลา\nผ่าว\nผาสุก\nผ้าฮาด\nผำ\nผ้ำ\nผิ\nผิง\nผิด\nผิตะ\nผิน\nผิว\nผี\nผี้ว์\nผึง\nผึ่ง\nผึ้ง\nผึ้งรวง\nผืน\nผื่น\nผุ\nผุด\nผุยผง\nผุสราคา\nผู้\nผูก\nเผ\nเผง\nเผชิญ\nเผ็ด\nเผด็จ\nเผดิม\nเผดียง\nเผ่น\nเผนิก\nเผย\nเผยอ\nเผยิบ\nเผยิบผยาบ\nเผล\nเผล่\nเผล็ด\nเผลอ\nเผลอไผล\nเผละ\nเผลาะ\nเผลาะแผละ\nเผลียง\nเผอเรอ\nเผอิญ\nเผอิล\nเผะ\nเผา\nเผ่า\nเผ้า\nเผาะ\nเผิ้ง\nเผิน\nเผียน\nเผือ\nเผื่อ\nเผือก\nเผือด\nเผือน\nเผื่อน\nแผ่\nแผก\nแผง\nแผด\nแผน\nแผ่น\nแผนก\nแผล\nแผลง\nแผล็บ\nแผล็ว\nแผละ\nแผ่ว\nแผ้ว\nโผ\nโผง\nโผฏฐัพพะ\nโผน\nโผเผ\nโผย\nโผล่\nโผลกเผลก\nโผละ\nโผอน\nโผะ\nไผ\nไผ่\nไผท\nฝน\nฝรั่ง\nฝรั่งเศส\nฝ่อ\nฝอย\nฝัก\nฝัง\nฝั่ง\nฝัด\nฝัน\nฝา\nฝ่า\nฝ้า\nฝาก\nฝาง\nฝาด\nฝาน\nฝาย\nฝ่าย\nฝ้าย\nฝิ่น\nฝี\nฝี่\nฝีก\nฝึก\nฝืด\nฝืน\nฝุ่น\nฝูง\nเฝ้า\nเฝือ\nเฝือก\nเฝือง\nเฝื่อน\nแฝก\nแฝง\nแฝด\nใฝ่\nไฝ\nพก\nพกุล\nพง\nพงศ์\nพงศกร\nพงศธร\nพงศา\nพงศาวดาร\nพจน์\nพจนา\nพจนานุกรม\nพจนารถ\nพจนีย์\nพจมาน\nพจี\nพชระ\nพญา\nพญาลอ\nพณิช\nพณิชย์\nพดด้วง\nพธู\nพนันดร\nพนาดร\nพนาดอน\nพนาราม\nพนาลัย\nพนาลี\nพนาวาส\nพนาเวศ\nพนาศรม\nพนาสณฑ์\nพนาสัณฑ์\nพเนจร\nพ่น\nพ้น\nพนม\nพนอง\nพนอม\nพนัก\nพนักงาน\nพนัง\nพนัน\nพนัส\nพนา\nพนาย\nพนิดา\nพนิต\nพบ\nพม่า\nพยนต์\nพยศ\nพยัก\nพยักพเยิด\nพยัคฆ์\nพยัคฆา\nพยัคฆิน\nพยัคฆี\nพยัชน์\nพยัญชนะ\nพยัต\nพยับ\nพยากรณ์\nพยาฆร์\nพยางค์\nพยาธิ\nพยาน\nพยาบาท\nพยาบาล\nพยาม\nพยามะ\nพยายาม\nพยุ\nพยุง\nพยุหยาตรา\nพยุหโยธา\nพยุหเสนา\nพยุหะ\nพยู่ห์\nพเยีย\nพร\nพรต\nพรม\nพรรค\nพรรค์\nพรรคานต์\nพรรณ\nพรรณนา\nพรรดึก\nพรรลาย\nพรรษ\nพรรษา\nพรรเอิญ\nพรวด\nพรวน\nพรหม\nพรหมจรรย์\nพรหมจาริณี\nพรหมจารี\nพรหมา\nพรหมาสตร์\nพรหมินทร์\nพรอก\nพร่อง\nพร้อง\nพรอด\nพร้อม\nพร้อมพรัก\nพร่อย\nพร้อย\nพระ\nพระนอม\nพระนาด\nพระฮาม\nพรักพร้อม\nพรั่ง\nพรัด\nพรั่น\nพรับ\nพร่า\nพร้า\nพราก\nพราง\nพร่าง\nพราด\nพราน\nพราย\nพราว\nพราหมณ์\nพราหมณะ\nพราหมณี\nพราหมี\nพรำ\nพร่ำ\nพริก\nพริ้ง\nพริบ\nพริ้ม\nพรึง\nพรึน\nพรึบ\nพรึ่บ\nพรืด\nพรุ\nพรุ่ง\nพรุน\nพรู\nพรูด\nพฤกษ์\nพฤกษชาติ\nพฤกษเทวดา\nพฤกษราช\nพฤกษศาสตร์\nพฤกษา\nพฤฒ\nพฤฒา\nพฤฒาจารย์\nพฤฒิ\nพฤต\nพฤติ\nพฤทธ์\nพฤทธิ์\nพฤนต์\nพฤนท์\nพฤศจิก\nพฤศจิกายน\nพฤษภ\nพฤษภาคม\nพฤหัสบดี\nพล\nพละ\nพลากร\nพลาดิศัย\nพลาธิการ\nพลานามัย\nพลบ\nพลวก\nพลวง\nพลวัต\nพลศาสตร์\nพลอ\nพล้อ\nพลอง\nพลอด\nพลอน\nพลอมแพลม\nพลอย\nพล่อย\nพลั่ก\nพลัง\nพลั่ง\nพลั้ง\nพลัด\nพลัน\nพลับ\nพลับพลา\nพลับพลึง\nพลั่ว\nพล่า\nพลาง\nพลาญ\nพลาด\nพล่าน\nพลาม\nพล่าม\nพลาย\nพลาสติก\nพลาสมา\nพลาหก\nพลำ\nพล้ำ\nพลำภัง\nพลิก\nพลิพัท\nพลิ้ว\nพลี\nพลุ\nพลุก\nพลุ่ก\nพลุกพล่าน\nพลุ่ง\nพลุ้ย\nพลู\nพลูโต\nพลูโทเนียม\nพวก\nพวง\nพ่วง\nพวน\nพวย\nพสก\nพสุ\nพสุธา\nพสุสงกรานต์\nพหล\nพหุ\nพหุล\nพหู\nพอ\nพ่อ\nพ้อ\nพอก\nพอง\nพ้อง\nพอน\nพ้อม\nพอโลเนียม\nพะ\nพะงา\nพะงาบ\nพะจง\nพะทำมะรง\nพะนอ\nพะเน้าพะนอ\nพะเนิน\nพะเนียง\nพะแนง\nพะพาน\nพะพิง\nพะเพิง\nพะยอม\nพ่ะย่ะค่ะ\nพะยูง\nพะยูน\nพะเยิบ\nพะเยิบพะยาบ\nพะรุงพะรัง\nพะโล้\nพะไล\nพะวง\nพะวักพะวน\nพะวา\nพะว้าพะวัง\nพะอง\nพะอากพะอำ\nพะอืดพะอม\nพัก\nพักตร์\nพักตรา\nพักร\nพัง\nพังกา\nพังงา\nพังผืด\nพังพวย\nพังพอน\nพังพาน\nพังพาบ\nพังเพย\nพัช\nพัชนี\nพัชระ\nพัญจน์\nพัฒนะ\nพัฒนา\nพัฒนากร\nพัฒนาการ\nพัด\nพัดชา\nพัดดึงส์\nพัตร\nพัทธ์\nพัทธยา\nพัทธสีมา\nพัทร\nพัน\nพันตู\nพันทาง\nพันธ์\nพันธะ\nพันธกรณี\nพันธบัตร\nพันธมิตร\nพันธนะ\nพันธนาคาร\nพันธนาการ\nพันธุ์\nพันธุกรรม\nพันลึก\nพันลือ\nพันเลิศ\nพันเอิญ\nพับ\nพัลลภ\nพัลวัน\nพัว\nพัวะ\nพัศดี\nพัสดุ\nพัสตร์\nพัสถาน\nพา\nพาก\nพากเพียร\nพากย์\nพาง\nพ่าง\nพาชี\nพาณิช\nพาณิชย์\nพาณิชยกรรม\nพาณิชยการ\nพาณิชยศาสตร์\nพาณิชยศิลป์\nพาณินี\nพาณี\nพาณีนี\nพาด\nพาท\nพาทย์\nพาธ\nพาธา\nพาน\nพ่าน\nพานร\nพานรินทร์\nพาม\nพาย\nพ่าย\nพายม้า\nพายัพ\nพายุ\nพาร์เซก\nพารณ\nพารา\nพาราฟิน\nพาล\nพาลา\nพาลี\nพาลุก\nพาโล\nพาไล\nพาส\nพาสน์\nพาสนา\nพาสุกรี\nพ่าห์\nพาหนะ\nพาหะ\nพาหา\nพาหิรกะ\nพาหิระ\nพาหุ\nพาหุรัด\nพาหุสัจจะ\nพาเหียร\nพาฬ\nพำ\nพำนัก\nพำพึม\nพำลา\nพิกล\nพิกสิต\nพิกัด\nพิกัติ\nพิกัน\nพิการ\nพิกุล\nพิเคราะห์\nพิฆน์\nพิฆเนศ\nพิฆเนศวร\nพิฆาต\nพิง\nพิจัย\nพิจาร\nพิจารณ์\nพิจารณา\nพิจิก\nพิจิต\nพิจิตร\nพิชญ์\nพิชัย\nพิชาน\nพิชิต\nพิเชฐ\nพิเชียร\nพิฑูรย์\nพิณ\nพิดทูล\nพิดาน\nพิโดร\nพิตร\nพิถี\nพิถีพิถัน\nพิทย\nพิทย์\nพิทยา\nพิทยาคม\nพิทยาคาร\nพิทยาธร\nพิทยาลัย\nพิทักษ์\nพิทูร\nพิเทศ\nพิธาน\nพิธี\nพิธุ\nพินทุ\nพินอบพิเทา\nพินัย\nพินาศ\nพินิจ\nพินิต\nพินิศ\nพินิศจัย\nพิเนต\nพิบัติ\nพิบุล\nพิบูล\nพิปริต\nพิปลาส\nพิพรรธ\nพิพรรธน์\nพิพักพิพ่วน\nพิพัฒ\nพิพัฒน์\nพิพากษ์\nพิพากษา\nพิพาท\nพิพิธ\nพิพิธภัณฑ์\nพิพิธภัณฑสถาน\nพิภพ\nพิภัช\nพิภาค\nพิภูษณะ\nพิเภก\nพิมปะการัง\nพิมพ์\nพิมพการัง\nพิมพา\nพิมพาภรณ์\nพิมล\nพิมเสน\nพิมาน\nพิมุข\nพิโมกข์\nพิโมกษ์\nพิโยกพิเกน\nพิโยค\nพิรอด\nพิระ\nพิรากล\nพิราบ\nพิราม\nพิราลัย\nพิริยะ\nพิรี้พิไร\nพิรุณ\nพิรุธ\nพิรุฬห์\nพิเรนทร์\nพิเราะ\nพิโรธ\nพิไร\nพิลังกาสา\nพิลาป\nพิลาส\nพิลิปดา\nพิลึก\nพิลึกกึกกือ\nพิลึกพิลั่น\nพิโลน\nพิไล\nพิศ\nพิศวง\nพิศวาส\nพิศาล\nพิศุทธ์\nพิศุทธิ์\nพิเศษ\nพิษ\nพิษฐาน\nพิษนาศน์\nพิสดาร\nพิสมร\nพิสมัย\nพิสัง\nพิสัช\nพิสัย\nพิสิฐ\nพิสุทธิ์\nพิสูจน์\nพิหค\nพิหาร\nพิฬาร\nพี\nพี่\nพี้\nพีชคณิต\nพีระมิด\nพึง\nพึ่ง\nพึ่บ\nพึ่บพั่บ\nพึม\nพึมพำ\nพืช\nพืด\nพื้น\nพุ\nพุก\nพุกาม\nพุง\nพุ่ง\nพุงดอ\nพุฒ\nพุฒิ\nพุด\nพุดตาน\nพุทธ\nพุทธะ\nพุทธังกูร\nพุทธางกูร\nพุทธันดร\nพุทธาภิเษก\nพุทธาวาส\nพุทธิ\nพุทโธ่\nพุทรา\nพุธ\nพุ่ม\nพุมเรียง\nพุ้ย\nพู\nพูพอน\nพู่\nพูด\nพูน\nพู้น\nพู่ระหง\nเพ\nเพ็ก\nเพกา\nเพคะ\nเพ็ง\nเพ่ง\nเพ็จ\nเพชฉลูกรรม\nเพชฌฆาต\nเพชร\nเพชรดา\nเพชรปาณี\nเพชรฤกษ์\nเพชรายุธ\nเพชรกลับ\nเพชรสังฆาต\nเพชรหลีก\nเพชรหึง\nเพ็ญ\nเพฑูริย์\nเพณี\nเพ็ดทูล\nเพดาน\nเพท\nเพทนา\nเพทาย\nเพทุบาย\nเพโทบาย\nเพ่นพ่าน\nเพนียด\nเพไนย\nเพ้ย\nเพรง\nเพรซีโอดิเมียม\nเพรา\nเพราะ\nเพริด\nเพริศ\nเพรียก\nเพรียง\nเพรียบ\nเพรี้ยม\nเพรียว\nเพรื่อ\nเพรือง\nเพล\nเพลง\nเพล็ด\nเพล้โพล้\nเพลา\nเพลาะ\nเพลิง\nเพลิดเพลิน\nเพลิน\nเพลีย\nเพลี้ย\nเพลี่ยง\nเพศ\nเพส\nเพสลาด\nเพ่อ\nเพ้อ\nเพ้อเจ้อ\nเพอิญ\nเพะ\nเพา\nเพาะ\nเพิก\nเพิง\nเพิ่ง\nเพิดเพ้ย\nเพิ่ม\nเพี้ย\nเพียง\nเพี้ยง\nเพียงออ\nเพี้ยน\nเพียบ\nเพียร\nเพื่อ\nเพื่อน\nแพ\nแพ้\nแพง\nแพ่ง\nแพงพวย\nแพทย์\nแพทยศาสตร์\nแพน\nแพ่น\nแพนก\nแพนงเชิง\nแพร\nแพร่\nแพรก\nแพร่ง\nแพรว\nแพร้ว\nแพลง\nแพลทินัม\nแพล็บ\nแพลม\nแพลเลเดียม\nแพละ\nแพละโลม\nแพว\nแพ้ว\nแพศย์\nแพศยา\nแพะ\nโพ\nโพก\nโพกพาย\nโพง\nโพงพาง\nโพชฌงค์\nโพซิตรอน\nโพด\nโพทะเล\nโพแทสเซียม\nโพธ\nโพธิ\nโพธิ์\nโพน\nโพ้น\nโพนทะนา\nโพบาย\nโพย\nโพยก๊วน\nโพยม\nโพรก\nโพรง\nโพรโทแอกทิเนียม\nโพรมีเทียม\nโพระดก\nโพล่\nโพลง\nโพล่ง\nโพล้ง\nโพลน\nโพล้เพล้\nโพละ\nโพสพ\nไพ\nไพ่\nไพจิตร\nไพชน\nไพชยนต์\nไพฑูรย์\nไพที\nไพบูลย์\nไพพรรณ\nไพร\nไพร่\nไพรจิตร\nไพรชน\nไพรชยนต์\nไพรฑูรย์\nไพรที\nไพรบูลย์\nไพรเราะ\nไพรัช\nไพรำ\nไพริน\nไพรินทร์\nไพรี\nไพเราะ\nไพโรจน์\nไพล\nไพล่\nไพศาขะ\nไพศาล\nไพเศษ\nไพสพ\nไพสิฐ\nไพหาร\nฟก\nฟ้ง\nฟรักโทส\nฟรี\nฟลูออรีน\nฟ่อ\nฟ้อ\nฟอก\nฟอง\nฟ่อง\nฟ้อง\nฟอด\nฟอน\nฟ่อน\nฟ้อน\nฟ้อแฟ้\nฟอร์มาลดีไฮด์\nฟอร์มาลิน\nฟอสฟอรัส\nฟอสเฟต\nฟัก\nฟักฟุ้น\nฟัง\nฟังก์ชัน\nฟัด\nฟัน\nฟั่น\nฟั้น\nฟ้า\nฟาก\nฟาง\nฟ่าง\nฟาด\nฟาทอม\nฟาน\nฟ่าม\nฟาย\nฟาร์ม\nฟาสซิสต์\nฟิด\nฟิต\nฟิบ\nฟิล์ม\nฟิวส์\nฟิสิกส์\nฟี่\nฟี้\nฟืดฟาด\nฟืน\nฟื้น\nฟืม\nฟุ\nฟุ้ง\nฟุต\nฟุน\nฟุบ\nฟุ่บ\nฟุ่มเฟือย\nฟุลสแก๊ป\nฟู\nฟู่\nฟูก\nฟูด\nฟูม\nเฟ็ด\nเฟ้น\nเฟลด์สปาร์\nเฟ้อ\nเฟอร์เมียม\nเฟอะ\nเฟอะฟะ\nเฟะ\nเฟะฟะ\nเฟิน\nเฟี้ยม\nเฟี้ยว\nเฟือ\nเฟื้อ\nเฟือง\nเฟื่อง\nเฟื้อง\nเฟือน\nเฟือย\nเฟื้อย\nแฟ่\nแฟง\nแฟชั่น\nแฟน\nแฟบ\nแฟ้ม\nแฟรนเซียม\nแฟลกซ์\nแฟลต\nแฟะ\nโฟกัส\nไฟ\nภควดี\nภควัต\nภควันต์\nภควัม\nภควา\nภควาน\nภคะ\nภคันทลา\nภคินี\nภณะ\nภณิดา\nภพ\nภมร\nภมริน\nภมรี\nภมุกา\nภยันตราย\nภยาคติ\nภระ\nภรณี\nภรต\nภรรดร\nภรรดา\nภรรยา\nภระมร\nภระมรี\nภราดร\nภราดรภาพ\nภราดา\nภริยา\nภฤศ\nภวะ\nภวตัณหา\nภวนะ\nภวังค์\nภวังคจิต\nภักดี\nภักตะ\nภักติ\nภักษ์\nภักษา\nภักษาหาร\nภัค\nภัคน์\nภังคะ\nภังคี\nภัจ\nภัณฑ์\nภัณฑาคาร\nภัณฑาคาริก\nภัณฑารักษ์\nภัณฑนะ\nภัณฑู\nภัต\nภัตตาคาร\nภัตตาหาร\nภัตร\nภัทระ\nภัทรกัป\nภัพ\nภัย\nภัสดา\nภัสตรา\nภัสมะ\nภัสสร\nภา\nภาค\nภาคย์\nภาคยานุวัติ\nภาคินี\nภาคิไนย\nภาคี\nภาคียะ\nภาชนะ\nภาชี\nภาณ\nภาณวาร\nภาณกะ\nภาณี\nภาณุ\nภาดร\nภาดา\nภาตระ\nภาตา\nภาตุ\nภาติกะ\nภาติยะ\nภาพ\nภาพย์\nภาม\nภาย\nภาร\nภาระ\nภารดี\nภารต\nภารตี\nภารยทรัพย์\nภารยา\nภารา\nภาวนา\nภาวะ\nภาษ\nภาษณ์\nภาษา\nภาษิต\nภาษี\nภาส\nภาสน์\nภาสวร\nภาสา\nภาสุระ\nภิกขา\nภิกขาจาร\nภิกขุ\nภิกขุนี\nภิกษา\nภิกษาจาร\nภิกษาหาร\nภิกษุ\nภิกษุณี\nภิงคาร\nภิญโญ\nภิตติ\nภินท์\nภินทนาการ\nภิยโย\nภิรมย์\nภิรมย์สุรางค์\nภิษัช\nภิสัก\nภีตะ\nภีมะ\nภีรุ\nภุกต์\nภุขัน\nภุช\nภุชงค์\nภุต\nภุมมะ\nภุมรัตน์\nภุมวาร\nภุมรา\nภุมริน\nภุมรี\nภุมเรศ\nภู\nภู่\nภูต\nภูติ\nภูม\nภูมิ\nภูมี\nภูริ\nภูรี\nภูวดล\nภูวนาถ\nภูวเนตร\nภูวไนย\nภูษา\nภูษิต\nเภกะ\nเภตรา\nเภท\nเภทุบาย\nเภรี\nเภสัช\nโภค\nโภคะ\nโภคิน\nโภคี\nโภไคย\nโภไคศวรรย์\nโภช\nโภชย์\nโภชก\nโภชนะ\nโภชนา\nโภชนาหาร\nโภชนียะ\nไภริน\nไภรี\nไภษัชคุรุ\nไภษัชย์\nมกร\nมกราคม\nมกุฎ\nมคธ\nมฆวัน\nมฆะ\nมฆา\nม่ง\nมงกุฎ\nมงโกรย\nมงคล\nมงคลวาร\nมณฑ์\nมณฑก\nมณฑนะ\nมณฑป\nมณฑล\nมณฑา\nมณฑารพ\nมณฑิระ\nมณเฑียร\nมณี\nมด\nมตะ\nมตกภัต\nมติ\nมทนะ\nมทะ\nมธุ\nมธุกร\nมธุการี\nมธุลีห์\nมธุระ\nมธุรพจน์\nมน\nมนินทรีย์\nม่น\nมนต์\nมนตร์\nมนตรี\nมนท์\nมนทิราลัย\nมนเทียร\nมนสิการ\nมนัส\nมนัสวี\nมนินทรีย์\nมนิมนา\nมนิลา\nมนุญ\nมนุษย์\nมนุษยชาติ\nมนุษยธรรม\nมนุษย์มนา\nมนุษยโลก\nมนุษยศาสตร์\nมนุษยสัมพันธ์\nมนุสาร\nมนู\nมนูสาร\nมโน\nมโนช\nมโนชญ์\nมโนราห์\nมโนสาเร่\nมโนห์รา\nมมังการ\nมยุรฉัตร\nมยุระ\nมยุรา\nมยุรี\nมยุเรศ\nมยูร\nมรกต\nมรคา\nมรฑป\nมรณ์\nมรณะ\nมรณกรรม\nมรณบัตร\nมรณภัย\nมรณภาพ\nมรดก\nมรรค\nมรรคา\nมรรตัย\nมรรยาท\nมรรษ\nมรสุม\nมริจ\nมริยาท\nมรีจิ\nมรุต\nมฤค\nมฤคย์\nมฤคศิระ\nมฤคศิรมาส\nมฤคเศียร\nมฤคินทร์\nมฤเคนทร์\nมฤดก\nมฤต\nมฤตยู\nมฤทุ\nมล\nมละ\nมลัก\nมลังเมลือง\nมล้าง\nมลาย\nมลายู\nมวก\nม่วง\nมวน\nม่วน\nม้วน\nม้วนต้วน\nมวย\nม้วย\nมวล\nมหกรรม\nมหรณพ\nมหรรณพ\nมหรสพ\nมหัจฉริยะ\nมหัต\nมหัทธนะ\nมหันต์\nมหันตโทษ\nมหัพภาค\nมหัศจรรย์\nมหา\nมหากฐิน\nมหากาฬ\nมหาขันธกะ\nมหาจักร\nมหาชน\nมหาชัย\nมหาชาติ\nมหาโชตรัต\nมหาดไทย\nมหาดเล็ก\nมหาตมะ\nมหาไถ่\nมหาเทพ\nมหาเทพี\nมหาเทวี\nมหาธาตุ\nมหานิกาย\nมหานิล\nมหาบพิตร\nมหาบัณฑิต\nมหาพน\nมหาพรหม\nมหาภารตะ\nมหาภิเนษกรมณ์\nมหาภูต\nมหาเมฆ\nมหายาน\nมหายุค\nมหาราช\nมหาฤกษ์\nมหาละลวย\nมหาละลาย\nมหาวงศ์\nมหาวรรค\nมหาวิทยาลัย\nมหาศักราช\nมหาศาล\nมหาสงกรานต์\nมหาสดมภ์\nมหาสดำ\nมหาสมุทร\nมหาสาวก\nมหาหงส์\nมหาหิงคุ์\nมหาอำนาจ\nมหาอุจ\nมหาอุด\nมหาอุปรากร\nมหาอุปราช\nมหิ\nมหิดล\nมหิธร\nมหิป\nมหิงส์\nมหิทธิ\nมหินท์\nมหิมา\nมหิศร\nมหิศวร\nมหิษ\nมหิษี\nมหึมา\nมเหยงค์\nมเหศ\nมเหศวร\nมเหศักดิ์\nมเหสักข์\nมเหสิ\nมเหสี\nมเหาฬาร\nมโหรสพ\nมโหระทึก\nมโหรี\nมโหฬาร\nมไหศวรรย์\nมอ\nมอง\nมองโกลอยด์\nมองโกเลีย\nมองคร่อ\nมอญ\nมอด\nม่อต้อ\nมอเตอร์\nมอเตอร์ไซค์\nมอน\nม่อน\nมอบ\nมอม\nมอมแมม\nม่อย\nมอร์ฟีน\nมอระกู่\nมอลโทส\nม่อลอกม่อแลก\nม่อห้อม\nม่อฮ่อม\nมะ\nมะกรูด\nมะกล่ำ\nมะกอก\nมะก่อง\nมะกะโรนี\nมะกา\nมะเกลือ\nมะเกี๋ยง\nมะข่วง\nมะขวิด\nมะขาม\nมะเขือ\nมะแข่น\nมะคังแดง\nมะค่า\nมะคำไก่\nมะคำดีควาย\nมะงั่ว\nมะงุมมะงาหรา\nมะซัก\nมะซาง\nมะดัน\nมะดีหวี\nมะดูก\nมะเดหวี\nมะเดื่อ\nมะต้อง\nมะตะบะ\nมะตาด\nมะตาหะรี\nมะตึ่ง\nมะตื๋น\nมะตูม\nมะแตก\nมะโต\nมะนาว\nมะปราง\nมะปริง\nมะฝ่อ\nมะพร้าว\nมะพลับ\nมะพูด\nมะแพน\nมะแพร้ว\nมะเฟือง\nมะแฟน\nมะไฟ\nมะม่วง\nมะม่าว\nมะมี่\nมะมื่น\nมะมุด\nมะเมอ\nมะเมีย\nมะเมื่อย\nมะแม\nมะยง\nมะยม\nมะระ\nมะริด\nมะรืน\nมะรุม\nมะรุมมะตุ้ม\nมะเร็ง\nมะเรื่อง\nมะโรง\nมะลอกมะแลก\nมะละกอ\nมะลิ\nมะลื่น\nมะลืมดำ\nมะลุลี\nมะแว้ง\nมะสัง\nมะเส็ง\nมะหวด\nมะหะหมัด\nมะหาด\nมะหิ่ง\nมะเหงก\nมะอึก\nมะฮอกกานี\nมัก\nมักกะโรนี\nมักกะลีผล\nมักกะสัน\nมักขะ\nมั่กขั้ก\nมักขิกา\nมัค\nมัคคะ\nมัคคุเทศก์\nมัคนายก\nมัฆวาน\nมั่ง\nมังกง\nมังกร\nมังกุ\nมังคละ\nมังค่า\nมังคุด\nมังตาน\nมังสวิรัติ\nมังสะ\nมังสี\nมัจจะ\nมัจจุ\nมัจฉริยะ\nมัจฉรี\nมัจฉะ\nมัจฉา\nมัชชะ\nมัชวิรัติ\nมัชชาระ\nมัชฌันติกสมัย\nมัชฌิม\nมัชฌิมา\nมัญจา\nมัญชิษฐา\nมัญชุ\nมัญชุสา\nมัญชูสา\nมัญเชฏฐะ\nมัฏฐะ\nมัณฑนศิลป์\nมัณฑนา\nมัด\nมัตตะ\nมัตตัญญู\nมัตตา\nมัตติกา\nมัตถกะ\nมัตถลุงค์\nมัตสยะ\nมัตสยา\nมัตสระ\nมัตสริน\nมัททวะ\nมัทนะ\nมัทยะ\nมัธยฐาน\nมัธยม\nมัธยันห์\nมัธยัสถ์\nมัน\nมั่น\nมันตา\nมันถะ\nมันทิระ\nมันทิราลัย\nมับ\nมั้ม\nมัมมี่\nมัย\nมัลละ\nมัลลิกา\nมัว\nมัวซัว\nมั่ว\nมัศยา\nมัสตุ\nมัสตาร์ด\nมัสมั่น\nมัสยิด\nมัสรู่\nมัสลิน\nมัสสุ\nมา\nม้า\nมาก\nมาคสิระ\nมาฆบูชา\nมาฆะ\nม้าง\nมางสะ\nมาณพ\nมาณวิกา\nมาด\nมาดา\nมาตงค์\nมาตร\nมาตรา\nมาตฤ\nมาตังคะ\nมาตา\nมาตามหัยกะ\nมาตามหัยกา\nมาตามหัยยิกา\nมาติกะ\nมาติกา\nมาตุ\nมาตุจฉา\nมาตุรงค์\nมาตุเรศ\nมาตุละ\nมาตุลา\nมาตุลานี\nมาทะ\nมาธยมิก\nมาธยมิกะ\nมาธุระ\nมาธุสร\nมาธูระ\nมาน\nม่าน\nม้าน\nมานพ\nมานะ\nมานัต\nมานัส\nมานิต\nมานี\nมานุษ\nมานุษยวิทยา\nมาโนชญ์\nมาบ\nมาภา\nม้าม\nม่าย\nมายา\nมาร\nมาราธิราช\nมารค\nมารดร\nมารดา\nมารยา\nมารยาท\nมารศรี\nมารษา\nมาริต\nมารุต\nมาลย์\nมาลัย\nมาลา\nมาลาตี\nมาลาเรีย\nมาลินี\nมาลี\nมาลุต\nมาศ\nมาส\nมาสก\nมาห์\nม่าห์\nมาหิส\nม่าเหมี่ยว\nมาฬก\nมิ\nมิค\nมิคสัญญี\nมิ่ง\nมิจฉา\nมิด\nมิตร\nมิติ\nมิเตอร์\nมิถยา\nมิถุน\nมิถุนายน\nมิทธะ\nมินตรา\nมินตา\nมินหม้อ\nมิ่ม\nมิ้ม\nมิไย\nมิรันตี\nมิลลิกรัม\nมิลลิบาร์\nมิลลิเมตร\nมิลลิลิตร\nมิลักขะ\nมิลักขู\nมิส\nมิสกรี\nมิสกวัน\nมิสซา\nมี\nมี่\nมีด\nมีเทน\nมีน\nมีนาคม\nมี่สั้ว\nมึง\nมึน\nมืด\nมืน\nมื่น\nมือ\nมื้อ\nมุ\nมุก\nมุกดา\nมุกดาหาร\nมุกุระ\nมุข\nมุขเด็จ\nมุขยประโยค\nมุโขโลกนะ\nมุคคะ\nมุง\nมุ่ง\nมุ้ง\nมุจฉา\nมุจนะ\nมุจลินท์\nมุญจนะ\nมุญชะ\nมุฐิ\nมุณฑกะ\nมุณฑะ\nมุด\nมุตกิด\nมุตฆาต\nมุตตะ\nมุตตา\nมุตติ\nมุตะ\nมุติ\nมุททา\nมุทธชะ\nมุทธา\nมุทธาภิเษก\nมุทรา\nมุทริกา\nมุทะลุ\nมุทา\nมุทิกา\nมุทิงค์\nมุทิตา\nมุทุ\nมุทุตา\nมุ่น\nมุนิ\nมุนินทร์\nมุนี\nมุบ\nมุบมิบ\nมุม\nมุ้ม\nมุ่ย\nมุรธา\nมุรธาภิเษก\nมุสละ\nมุสลิม\nมุสา\nมุสิก\nมุหงิด\nมุหน่าย\nมุหุต\nมุฮัมมัด\nมูก\nมูเซอ\nมูตร\nมู่ทู่\nมูน\nมูมมาม\nมูรติ\nมูรธา\nมูรธาภิเษก\nมูล\nมูละ\nมูลา\nมูลิกากร\nมู่ลี่\nมู่เล่\nมูสัง\nมูสิก\nมูสิกะ\nมูสิกทันต์\nเม\nเม็ก\nเมกะเฮิรตซ์\nเมขลา\nเมฆ\nเมฆา\nเมฆินทร์\nเมฆี\nเม็ง\nเม็ด\nเมตตา\nเมตไตรย\nเมตร\nเมตริก\nเมตริกตัน\nเมถุน\nเมท\nเมโท\nเมทนี\nเมทินี\nเมทนีดล\nเมทานอล\nเมทิลแอลกอฮอล์\nเมธ\nเมธา\nเมธาวี\nเมธี\nเมน\nเม่น\nเม้น\nเมนเดลีเวียม\nเมนทอล\nเม้ม\nเมรัย\nเมริเดียน\nเมรุ\nเมล์\nเมล็ด\nเมลือง\nเมษ\nเมษายน\nเมห์\nเมหนะ\nเมหะ\nเมะ\nเมา\nเม่า\nเม้า\nเมารี\nเมาลี\nเมาฬี\nเมาะ\nเมิง\nเมิน\nเมิล\nเมีย\nเมียง\nเมี่ยง\nเมี้ยน\nเมือ\nเมื้อ\nเมื่อ\nเมือก\nเมือง\nเมือบ\nเมื่อย\nแม่\nแม้\nแมก\nแมกนีเซียม\nแมง\nแมงกะพรุน\nแมงกานิน\nแมงกานีส\nแมงคา\nแมงคาเรือง\nแมงช้าง\nแมงดา\nแมงลัก\nแม่ตะงาว\nแมน\nแม่น\nแม้น\nแมลง\nแมลบ\nแมว\nแม้ว\nแมะ\nโม\nโม่\nโม้\nโมก\nโมกข์\nโมกษะ\nโมฆกรรม\nโมฆสัญญา\nโมฆะ\nโมฆียกรรม\nโมฆียะ\nโมง\nโม่ง\nโมงครุ่ม\nโมทนา\nโมโนแซ็กคาไรด์\nโมไนย\nโมเม\nโมเมนต์\nโมเย\nโมรา\nโมรี\nโมเรส\nโมลิบดีนัม\nโมลี\nโมเลกุล\nโมเสก\nโมเสส\nโม่ห์\nโมหะ\nโมหันธ์\nโมหาคติ\nโมโห\nไม่\nไม้\nไมกา\nไมครอน\nไมโครกรัม\nไมโครฟิล์ม\nไมโครโฟน\nไมโครมิเตอร์\nไมโครเมตร\nไมโครลิตร\nไมโครเวฟ\nไมตรี\nไมยราบ\nไมล์\nยก\nยกกระบัตร\nยกนะ\nยง\nยงโย่\nยชุรเวท\nยติ\nยติภังค์\nยถากรรม\nยถาภูตญาณ\nย่น\nยนต์\nยนตร์\nยม\nยมก\nยมโดย\nยมนา\nยมล\nยมะ\nยรรยง\nยล\nยวง\nยวด\nยวน\nยวบ\nย้วย\nยวรยาตร\nยศ\nยโส\nยอ\nย่อ\nยอก\nย็อกแย็ก\nยอง\nย่อง\nย้อง\nยอด\nยอน\nย้อน\nยอบ\nยอม\nย่อม\nย้อม\nย่อย\nย้อย\nย้อแย้\nยะ\nย่ะ\nยะยอบ\nยะยับ\nยัก\nยักข์\nยักขินี\nยักษ์\nยักษา\nยักษิณี\nยักษี\nยัง\nยั้ง\nยั่งยืน\nยัชโญปวีต\nยัญ\nยัญญะ\nยัด\nยัติภังค์\nยัน\nยั่น\nยันต์\nยันตร\nยันตร์\nยันตรกรรม\nยั่นตะนี\nยับ\nยั่ว\nยั้ว\nยั้วเยี้ย\nยัวรยาตร\nยัวะ\nยัษฏิ\nยา\nย่า\nยาก\nยาคุ\nยาคู\nยาง\nย่าง\nยางพารา\nยาจก\nยาจนา\nยาไฉน\nยาด\nยาดา\nยาตร\nยาตรา\nยาน\nย่าน\nย่านพาโหม\nยานมาศ\nยานุมาศ\nยานี\nยาม\nย่าม\nยามะ\nยามักการ\nยามา\nยาย\nย้าย\nยายี\nยาว\nย้าว\nยาวกาลิก\nยาวชีวิก\nยาสูบ\nย่าหยา\nยาหยี\nยำ\nย่ำ\nย้ำ\nยำเยีย\nยิก\nยิง\nยิ่ง\nยิฏฐะ\nยิน\nยิบ\nยิบหยี\nยิปซัม\nยิปซี\nยิ้ม\nยิมนาสติก\nยิหวา\nยี\nยี่\nยี้\nยี่ก่า\nยี่เก\nยี่เข่ง\nยี่โถ\nยีน\nยี่โป้\nยี่ภู่\nยีราฟ\nยี่สก\nยี่สง\nยี่สน\nยี่สาน\nยี่สุ่น\nยี่หระ\nยี่หร่า\nยี่ห้อ\nยี่หุบ\nยึกยัก\nยึกยือ\nยึด\nยืด\nยืน\nยื่น\nยืม\nยื้อ\nยุ\nยุกกระบัตร\nยุกดิ\nยุกติ\nยุกติธรรม\nยุกต์\nยุค\nยุคนธร\nยุคล\nยุคันต์\nยุคันธร\nยุคุนธร\nยุง\nยุ่ง\nยุ้ง\nยุด\nยุต\nยุติ\nยุทธ\nยุทธ์\nยุทธนา\nยุทโธปกรณ์\nยุบ\nยุ่บ\nยุ่บยั่บ\nยุบล\nยุพดี\nยุพเรศ\nยุพา\nยุพาน\nยุพาพาล\nยุพาพิน\nยุ่มย่าม\nยุ่ย\nยุ้ย\nยุรยาตร\nยูรยาตร\nยุวชน\nยุวดี\nยุวราช\nยุวา\nยุวาน\nยู\nยู่\nยูง\nยูโด\nยูถะ\nยูถิกา\nยูริก\nยูเรนัส\nยูเรเนียม\nยูโรเพียม\nเย\nเย้\nเยง\nเยซู\nเย็ด\nเย็น\nเย็นตาโฟ\nเย็นเตาโฟ\nเย็บ\nเย้ย\nเยอ\nเย่อ\nเยอรมัน\nเยอว\nเย่อหยิ่ง\nเยอะ\nเยอะแยะ\nเยา\nเย้า\nเยาว์\nเยาวชน\nเยาวมาลย์\nเยาวยอด\nเยาวราช\nเยาวเรศ\nเยาวลักษณ์\nเยาวพา\nเยาวพาณี\nเยาวพาน\nเยาะ\nเยิง\nเยิน\nเยิ่น\nเยิ่นเย้อ\nเยินยอ\nเยิบ\nเยิบยาบ\nเยิ้ม\nเยีย\nเยี่ยง\nเยี่ยงอย่าง\nเยียงผา\nเยียดยัด\nเยียน\nเยียบ\nเยี่ยม\nเยียรบับ\nเยียรยง\nเยียว\nเยี่ยว\nเยียวยา\nเยือ\nเยื่อ\nเยื้อ\nเยือก\nเยือง\nเยื่อง\nเยื้อง\nเยือน\nเยื้อน\nแย่\nแย้\nแยก\nแยง\nแย่ง\nแย้ง\nแยงแย่\nแยงแย้\nแยบ\nแย็บ\nแยม\nแย้ม\nแยแส\nแยะ\nโย\nโย้\nโยก\nโยกเยก\nโยคาพจร\nโยคาวจร\nโยคเกณฑ์\nโยคยะ\nโยคะ\nโยคิน\nโยคี\nโยง\nโย่ง\nโย่งเย่ง\nโยงโย่\nโยชน์\nโยชนา\nโยถิกะ\nโยทะกา\nโยธวาทิต\nโยธา\nโยธิน\nโยน\nโยนก\nโยนิโส\nโยนี\nโยม\nโยโส\nใย\nไย\nไย่\nไยดี\nไยไพ\nรก\nรง\nรงค์\nรงควัตถุ\nรงรอง\nรจนา\nรจเรข\nรจเลข\nรจิต\nรชตะ\nรชนิ\nรชนี\nรชะ\nรณรงค์\nรด\nรดี\nรตนะ\nรตะ\nรติ\nรถ\nรน\nร่น\nรบ\nรบาญ\nรพี\nรม\nร่ม\nรมณี\nรมณีย์\nรมณียสถาน\nรมย์\nรมเยศ\nรยางค์\nรวก\nรวง\nร่วง\nรวด\nรวน\nรวนเร\nร่วน\nรวบ\nรวม\nร่วม\nรวย\nรวิ\nรวิวาร\nรวี\nรศนา\nรส\nรสนา\nรสสุคนธ์\nรสายนเวท\nรสิก\nรหัท\nรหัส\nรโห\nรโหฐาน\nรอ\nร่อ\nรอก\nรอง\nร่อง\nร้อง\nรองเง็ง\nร่องแร่ง\nรอด\nรอน\nร่อน\nร้อน\nรอบ\nรอบคอบ\nรอม\nรอมชอม\nรอมร่อ\nรอย\nร่อย\nร้อย\nร่อแร่\nระ\nระกะ\nระกา\nระกำ\nระเกะระกะ\nระคน\nระคาง\nระคาย\nระแคะ\nระฆัง\nระงม\nระงับ\nระแง้\nระโงกหิน\nระชวย\nระดม\nระดะ\nระดับ\nระดา\nระด่าว\nระดู\nระเด่น\nระเดียง\nระแด\nระตู\nระทก\nระทด\nระทม\nระทวย\nระทา\nระทึก\nระแทะ\nระนาด\nระนาบ\nระนาม\nระนาว\nระเนน\nระเนระนาด\nระเนียด\nระแนง\nระแนะ\nระบบ\nระบม\nระบอบ\nระบัด\nระบับ\nระบาด\nระบาย\nระบำ\nระบิล\nระบือ\nระบุ\nระเบง\nระเบ็ง\nระเบิด\nระเบียง\nระเบียน\nระเบียบ\nระแบบ\nระมัดระวัง\nระมาด\nระเมียร\nระย่อ\nระย่อม\nระยะ\nระยั้ง\nระยับ\nระย้า\nระยาบ\nระยำ\nระยิบระยับ\nระโยง\nระโยงระยาง\nระรวย\nระรอง\nระร่อน\nระรัว\nระราน\nระร่าย\nระริก\nระรี่\nระรึง\nระรื่น\nระรื้น\nระเร้ง\nระเริง\nระเรียง\nระเรื่อย\nระแรง\nระลวง\nระลอก\nระลึก\nระวัง\nระวาง\nระวาย\nระวิง\nระแวง\nระแวดระวัง\nระไว\nระส่ำระสาย\nระหกระเหิน\nระหง\nระหวย\nระหว่าง\nระหองระแหง\nระหัด\nระหาย\nระเห็จ\nระเหย\nระเหระหน\nระเหหน\nระเหิด\nระเหินระหก\nระแหง\nระโหย\nระอา\nระอิดระอา\nระอุ\nรัก\nรักข์\nรักขิต\nรักตะ\nรักบี้\nรักเร่\nรักแร้\nรักษ์\nรักษา\nรัง\nรั้ง\nรังเกียจ\nรังแก\nรังค์\nรังควาน\nรังแค\nรังรอง\nรังวัด\nรังสิ\nรังสี\nรังสิมันตุ์\nรังสิมา\nรัจฉา\nรัช\nรัชชูปการ\nรัชมังคลาภิเษก\nรัชชุ\nรัชฎาภิเษก\nรัชดาภิเษก\nรัชนะ\nรัชนี\nรัญจวน\nรัฏฐาภิปาลโนบาย\nรัฐ\nรัฐประศาสโนบาย\nรัฐประศาสนศาสตร์\nรัด\nรัต\nรัตกัมพล\nรัตมณี\nรัตคน\nรัตจันทน์\nรัตตัญญู\nรัตติ\nรัตน์\nรัตนะ\nรัตนโกสินทร์\nรัตนโกสินทรศก\nรัตนชาติ\nรัตนตรัย\nรัตนบัลลังก์\nรัตนวราภรณ์\nรัตนสิงหาสน์\nรัตนา\nรัตนากร\nรัตนาภรณ์\nรัตนาวลี\nรัตมา\nรัถ\nรัถยา\nรัทเทอร์ฟอร์เดียม\nรัน\nรั้น\nรันทด\nรันทวย\nรับ\nรัมณียสถาน\nรัมภา\nรัมมี่\nรัมย์\nรัย\nรัว\nรั่ว\nรั้ว\nรัศมิมัต\nรัศมิมาน\nรัศมี\nรัษฎากร\nรัสเซีย\nรัสสะ\nรัสสระ\nรา\nร่า\nร้า\nราก\nรากษส\nรากสาด\nราคะ\nราคจริต\nราคา\nราคิน\nราคี\nราง\nร่าง\nร้าง\nรางจืด\nรางชาง\nรางวัล\nราช\nราชกิจจานุเบกษา\nราชนิกุล\nราชวโรงการ\nราชญี\nราชดัด\nราชพฤกษ์\nราชมาณพ\nราชมาษ\nราชมาส\nราชย์\nราชสีห์\nราชะ\nราชัน\nราชันย์\nราชัย\nราชา\nราชาธิปไตย\nราชาธิราช\nราชาภิเษก\nราชายตนะ\nราชาวดี\nราชี\nราชินิกุล\nราชินีกุล\nราชินี\nราชินูปถัมภ์\nราชูปถัมภ์\nราชูปโภค\nราเชน\nราเชนทร์\nราเชนทรยาน\nราโชวาท\nราไชศวรรย์\nราญ\nราญรอน\nราด\nราต\nราตร\nราตรี\nราน\nร่าน\nร้าน\nราบ\nราพณ์\nราพณาสูร\nราม\nรามเกียรติ์\nรามสูร\nรามัญ\nรามา\nราย\nร่าย\nร้าย\nราว\nร้าว\nราวี\nราศี\nราษฎร\nราษฎร์\nราษตรี\nราษราตรี\nราหุ\nราหู\nรำ\nร่ำ\nรำคาญ\nรำงับ\nรำจวน\nรำบาญ\nรำพัน\nรำพาย\nรำพึง\nรำเพย\nรำไพ\nรำมะนา\nรำมะนาด\nรำมะร่อ\nร่ำรวย\nร่ำร่ำ\nรำไร\nรำลึก\nรำหัด\nรำหัส\nริ\nริก\nริดสีดวง\nริน\nริ้น\nริบ\nริบบิ้น\nริบรี่\nริบหรี่\nริปุ\nริปู\nริม\nริ้ว\nริษยา\nรี\nรี่\nรี้พล\nรีด\nรีดักชัน\nรีต\nรีเนียม\nรีบ\nรีม\nรีรอ\nรี้ริก\nรึง\nรึ้ง\nรื่น\nรื้น\nรื้อ\nรุ\nรุก\nรุกข์\nรุกขชาติ\nรุกขเทวดา\nรุกขมูล\nรุกขา\nรุกรุย\nรุ่ง\nรุ้ง\nรุงรัง\nรุ่งริ่ง\nรุจ\nรุจา\nรุจนะ\nรุจิ\nรุจี\nรุจิระ\nรุจิรา\nรุด\nรุต\nรุทธ์\nรุทระ\nรุธิร\nรุธิระ\nรุเธียร\nรุน\nรุ่น\nรุบรู่\nรุม\nรุ่ม\nรุ่มร่าม\nรุย\nรุ่ย\nรุรุ\nรุหะ\nรู\nรู่\nรู้\nรูจี\nรูด\nรูทีเนียม\nรูบิเดียม\nรูป\nรูปิยะ\nรูปี\nรูเล็ตต์\nเร่\nเรข\nเรขา\nเรขาคณิต\nเร็ง\nเร่ง\nเร้ง\nเรณุ\nเรณู\nเรดอน\nเรดาร์\nเรเดียม\nเร้น\nเรรวน\nเรไร\nเร็ว\nเร่ว\nเรวดี\nเรอ\nเร่อ\nเรา\nเร่า\nเร้า\nเราะ\nเริง\nเริด\nเริม\nเริ่ม\nเริ้ม\nเริศร้าง\nเรี่ย\nเรี้ย\nเรียก\nเรียง\nเรียด\nเรียน\nเรียบ\nเรียม\nเรี่ยม\nเรียว\nเรี่ยว\nเรี้ยวรก\nเรือ\nเรื่อ\nเรื้อ\nเรือก\nเรือง\nเรื่อง\nเรื้อง\nเรืองรอง\nเรือด\nเรือน\nเรื้อน\nเรื่อย\nแร\nแร่\nแรก\nแร็กเกต\nแรง\nแร่ง\nแร้ง\nแรด\nแร้นแค้น\nแรม\nแร้ว\nแระ\nโร\nโร่\nโรค\nโรคา\nโรคาพาธ\nโรง\nโรจ\nโรจน์\nโรเดียม\nโรตี\nโรท\nโรธ\nโรม\nโรมัน\nโรเมอร์\nโรย\nโรเร\nโรหิณี\nโรหิต\nไร\nไร่\nไร้\nไรย์\nฤกษ์\nฤกษณะ\nฤคเวท\nฤชา\nฤชุ\nฤณ\nฤดี\nฤดียา\nฤดู\nฤต\nฤติยา\nฤตุ\nฤทธา\nฤทธิ์\nฤทัย\nฤษภ\nฤษยา\nฤษี\nฤๅ\nฤๅดี\nฤๅทัย\nฤๅษี\nฤๅสาย\nลก\nล่ก\nลฆุ\nลง\nล่ง\nลงกา\nล้งเล้ง\nลด\nลดา\nลดาวัลย์\nลน\nล้น\nลบ\nลบอง\nลพ\nลพุช\nลม\nล่ม\nล้ม\nลมาด\nลรรลุง\nลลนา\nลลิต\nลวก\nลวง\nล่วง\nล้วง\nลวณะ\nลวด\nล้วน\nลวนลาม\nลวนะ\nล่วม\nลวะ\nลวิตร\nลหุ\nลหุกาบัติ\nล่อ\nล้อ\nลอก\nล็อก\nล็อกเกต\nลอกแลก\nลอการิทึม\nลอง\nล่อง\nลองกอง\nลองจิจูด\nลองไน\nลอด\nลอตเตอรี่\nลอน\nล่อน\nลอบ\nลอม\nล้อม\nลอมชอม\nลอมพอก\nลอย\nล่อย\nล่อแล่\nลอว์เรนเซียม\nลออ\nละ\nล่ะ\nละคร\nละติจูด\nละบม\nละบอง\nละบือ\nละเบ็ง\nละโบม\nละม่อม\nละมั่ง\nละมาน\nละม้าย\nละมุ\nละมุด\nละมุน\nละเมอ\nละเมาะ\nละเมิด\nละเมียด\nละแมะ\nละโมก\nละโมบ\nละไม\nละลวย\nละลอก\nละล้า\nละล้าละลัง\nละลาน\nละลาบละล้วง\nละลาย\nละล้าว\nละล่ำละลัก\nละลิบ\nละลุม\nละเลง\nละเล้า\nละเลาะ\nละเลิง\nละเลียด\nละเลียบ\nละไล้\nละว้า\nละวาด\nละเวง\nละแวก\nละโว้\nละหมาด\nละห้อย\nละหาน\nละหาร\nละหุ่ง\nละเหย\nละเหี่ย\nละอง\nละออง\nละอาย\nละเอียด\nละแอน\nลัก\nลักขณะ\nลักขณา\nลักขะ\nลักขี\nลักจั่น\nลักปิดลักเปิด\nลักษณ์\nลักษณนาม\nลักษณะ\nลักษณาการ\nลักษมณ์\nลักษมาณา\nลักษมี\nลักษะ\nลัคคะ\nลัคน์\nลัคนา\nลัง\nลั่ง\nลังกา\nลังคี\nลังถึง\nลังลอง\nลังเล\nลังสาด\nลัชชา\nลัชชี\nลัญจ์\nลัญจกร\nลัญฉกร\nลัญฉน์\nลัฐิ\nลัฐิกา\nลัด\nลัดา\nลัทธ์\nลัทธิ\nลัน\nลั่น\nลันเต\nลันเตา\nลันไต\nลั่นทม\nลันโทม\nลับ\nลัพธ์\nลัพธิ\nลัภ\nลัภนะ\nลัภย์\nลัมพ์\nลัย\nลา\nล่า\nล้า\nลาก\nลาง\nล่าง\nล้าง\nลางลิง\nลางสาด\nลาช\nลาชะ\nลาชา\nลาญ\nลาด\nลาดเลา\nล้าต้า\nล่าเตียง\nลาน\nล่าน\nล้าน\nลาบ\nลาพอน\nลาภ\nลาม\nล่าม\nลามก\nลาย\nล้าย\nลายสือ\nลาลา\nลาว\nลาวัณย์\nลาวา\nลำ\nล่ำ\nล้ำ\nลำเข็ญ\nลำแข\nลำเค็ญ\nลำเจียก\nลำดวน\nลำดับ\nลำเนา\nลำบอง\nลำบาก\nลำปำ\nลำพวน\nลำพอง\nลำพัง\nลำพู\nลำเพ็ญ\nลำเพา\nลำแพน\nลำโพง\nลำไพ่\nลำภุขัน\nลำมะลอก\nลำยอง\nลำไย\nลำลอง\nล่ำลา\nลำลาบ\nลำลึก\nลำเลาะ\nลำเลิก\nลำเลียง\nลำเวียง\nลำเอียก\nลำเอียง\nลิ\nลิกขา\nลิกไนต์\nลิกู\nลิเก\nลิขนะ\nลิขสิทธิ์\nลิขิต\nลิง\nลิงค์\nลิด\nลิต\nลิตมัส\nลิตร\nลิเทียม\nลิ่น\nลิ้น\nลินจง\nลิ้นจี่\nลินลา\nลินสีด\nลิ่นฮื้อ\nลินิน\nลิบ\nลิปดา\nลิปสติก\nลิปิ\nลิฟต์\nลิเภา\nลิ่ม\nลิ้ม\nลิมป์\nลิมปนะ\nลิลิต\nลิว\nลิ่ว\nลิสง\nลี\nลี่\nลี้\nลีซอ\nลีบ\nลีลา\nลีลาศ\nลีฬหา\nลึก\nลึงค์\nลืด\nลื่น\nลื้น\nลืบ\nลืม\nลือ\nลื่อ\nลื้อ\nลุ\nลุก\nลุง\nลุ้ง\nลุ่น\nลุ้น\nลุพธ์\nลุ่ม\nลุมพี\nลุมพู\nลุย\nลุ่ย\nลุ้ย\nลู่\nลูก\nลูกระมาศ\nลูกเอ็น\nลูขะ\nลูทีเชียม\nลูบ\nเลก\nเล็ก\nเลข\nเลขา\nเลขาธิการ\nเลขานุการ\nเล็ง\nเล้ง\nเล่งฮื้อ\nเลเซอร์\nเลฑฑุ\nเลณฑุ\nเลณะ\nเล็ด\nเลน\nเล็น\nเล่น\nเลนส์\nเล็บ\nเลบง\nเลปกร\nเลปน์\nเลเป\nเลเพ\nเล็ม\nเล่ม\nเลย\nเลว\nเลวง\nเลวูโลส\nเลศ\nเลษฏุ\nเล่ห์\nเล่ห์กระเท่ห์\nเลหลัง\nเลหะ\nเลอ\nเล่อ\nเลอะ\nเลอะเทอะ\nเละ\nเละเทะ\nเลา\nเล่า\nเล้า\nเลากัย\nเล้าโลม\nเลาะ\nเลิก\nเลิ่กลั่ก\nเลิง\nเลิ้ง\nเลินเล่อ\nเลิศ\nเลีย\nเลียง\nเลี่ยง\nเลี้ยง\nเลียงผา\nเลียงฝ้าย\nเลียงมัน\nเลียน\nเลี่ยน\nเลียนไฟ\nเลียบ\nเลี่ยม\nเลียว\nเลี้ยว\nเลือก\nเลือง\nเลื่อง\nเลือด\nเลือน\nเลื่อน\nเลื่อม\nเลื่อย\nเลื้อย\nเลื่อยล้า\nแล\nแล่\nแล้\nแลก\nแล็กเกอร์\nแล็กโทส\nแลง\nแล่ง\nแล้ง\nแลน\nแล่น\nแลนทานัม\nแลบ\nแล้ว\nและ\nโล่\nโล้\nโลก\nโลกเชษฐ์\nโลกธรรม\nโลกธาตุ\nโลกนาถ\nโลกบาล\nโลกย์\nโลกัย\nโลกวัชชะ\nโลกวิทู\nโลกัตถจริยา\nโลกันตร์\nโลกา\nโลกาธิบดี\nโลกาธิปไตย\nโลกานุวัตร\nโลกาภิวัตน์\nโลกามิส\nโลกายัต\nโลกาวินาศ\nโลกิยะ\nโลกีย์\nโลกียวัตร\nโลกียวิสัย\nโลกียสุข\nโลกุตระ\nโลกุตรธรรม\nโลกุตรภูมิ\nโลง\nโล่ง\nโล้ง\nโล่งโจ้ง\nโล่งโต้ง\nโล้งโต้ง\nโลจนะ\nโลณะ\nโลด\nโล่ติ๊น\nโลโต\nโลท\nโลน\nโล้น\nโลภ\nโลม\nโลมเล้า\nโลมะ\nโลมา\nโลลุป\nโลเล\nโลโล\nโลโล้\nโลหะ\nโลหกุมภี\nโลหัช\nโลหิต\nไล่\nไล้\nไลย\nไลลา\nไล่เลี่ย\nฦๅ\nฦๅชา\nฦๅสาย\nวก\nวง\nวงก์\nวงกต\nวงศ์\nวงศกร\nวงศา\nวงษ์\nวจนะ\nวจี\nวชิระ\nวชิรปาณี\nวชิรหัตถ์\nวชิราวุธ\nวฏะ\nวฏาการ\nวณิช\nวณิชชา\nวณิชย์\nวณิชยา\nวณิพก\nวดี\nวทนะ\nวทัญญุตา\nวทัญญู\nวธุกา\nวธู\nวน\nวนศาสตร์\nวนสณฑ์\nวนสัณฑ์\nวนอุทยาน\nวนัส\nวนัสบดี\nวนา\nวนาดร\nวนาดอน\nวนานต์\nวนาลัย\nวนาลี\nวนาวาส\nวนาศรม\nวนาสณฑ์\nวนาสัณฑ์\nวนิดา\nวนิพก\nวเนจร\nวโนทยาน\nวยัคฆ์\nวยากรณ์\nวรดนู\nวรทาน\nวรมหาวิหาร\nวรงค์\nวรณะ\nวรรค\nวรรคย์\nวรรช\nวรรชย์\nวรรณะ\nวรรณกรรม\nวรรณคดี\nวรรณยุกต์\nวรรณยุต\nวรรณศิลป์\nวรรณนา\nวรรณพฤติ\nวรรณึก\nวรรธกะ\nวรรธนะ\nวรรษ\nวรรษา\nวรวิหาร\nวรัญญู\nวรางคณา\nวรางคนา\nวราห์\nวราหะ\nวรุณ\nวโรดม\nวฤก\nวลัช\nวลัญช์\nวลัญชน์\nวลัย\nวลาหก\nวลี\nวศค\nวศะ\nวศิน\nวสนะ\nวสภะ\nวสละ\nวสวัดดี\nวสวัตตี\nวสะ\nวสันต์\nวสันตดิลก\nวสันตฤดู\nวสันตวิษุวัต\nวสา\nวสี\nวสุ\nวสุธา\nวสุนธรา\nวสุมดี\nวหะ\nวอ\nวอก\nวอกแวก\nว่องไว\nวอด\nวอน\nว่อน\nว็อบ\nวอมแวม\nวอลเลย์บอล\nวอแว\nวะ\nวัก\nวักกะ\nวัคคีย์\nวัคคุ\nวัคซีน\nวัง\nวังก์\nวังชา\nวังเวง\nวังศะ\nวังสะ\nวัจจะ\nวัจกุฎี\nวัจฉละ\nวัจน์\nวัช\nวัชชะ\nวัชพืช\nวัชฌ์\nวัชระ\nวัชรปาณี\nวัชรยาน\nวัชรอาสน์\nวัชราสน์\nวัชรินทร์\nวัชรี\nวัชเรนทร์\nวัฏ\nวัฏฏะ\nวัฏจักร\nวัฏทุกข์\nวัฏสงสาร\nวัฏกะ\nวัฏฏิ\nวัฒกะ\nวัฒกี\nวัฒนธรรม\nวัฒนะ\nวัฒนา\nวัณ\nวัณโรค\nวัณฏ์\nวัณณะ\nวัณนา\nวัด\nวัต\nวัตต์\nวัตตา\nวัตถ์\nวัตถาภรณ์\nวัตถาลังการ\nวัตถุ\nวัตนะ\nวัตร\nวัตสดร\nวัตสะ\nวัติ\nวัทน์\nวัน\nวันต์\nวันทนา\nวันทนาการ\nวันทนีย์\nวันทยหัตถ์\nวันทยาวุธ\nวันทา\nวันทิ\nวับ\nวับวาบ\nวับวาม\nวับแวบ\nวับแวม\nวัปปะ\nวัมมิกะ\nวัย\nวัลก์\nวัลคุ\nวัลย์\nวัลลภ\nวัลลี\nวัว\nวัสสะ\nวัสโสทก\nวัสดุ\nวัสตร์\nวัสน์\nวัสนะ\nวัสสานะ\nวัสสานฤดู\nวา\nว่า\nว้า\nว้าเหว่\nวาก\nว้าก\nวากยสัมพันธ์\nวากยะ\nวาง\nว่าง\nว้าง\nวาจก\nวาจา\nวาจาไปยะ\nวาจาล\nวาชเปยะ\nวาณิช\nวาณิชกะ\nวาณิชย์\nวาณี\nวาด\nวาต\nวาตะ\nวาตภัย\nวาท\nวาทศาสตร์\nวาทศิลป์\nวาทกะ\nวาทนะ\nวาทย์\nวาทยกร\nวาทิต\nวาทิน\nวาที\nวาน\nวานซืน\nว่าน\nวานร\nวานรินทร์\nวาเนเดียม\nวาบ\nวาปี\nวาม\nวามน\nวามนาวตาร\nวามะ\nวาย\nว่าย\nว้าย\nวายะ\nวาโย\nวายามะ\nวายุ\nวายุกูล\nวาร\nวาระ\nวารสาร\nวารสารศาสตร์\nวาริ\nวารี\nวาริช\nวารีช\nวาริท\nวาริธร\nวารุณ\nวารุณี\nวาล\nวาลวีชนี\nวาล์ว\nวาลิกา\nวาลุกา\nวาว\nว่าว\nว้าว่อน\nว้าวุ่น\nวาสนะ\nวาสนา\nวาสพ\nวาสะ\nวาสิน\nวาสี\nวาสุกรี\nวาสุกี\nวาสุเทพ\nวาหนะ\nวาหะ\nวาหินี\nวาฬ\nวิกขัมภ์\nวิกขัมภนะ\nวิกเขป\nวิกรม\nวิกรัย\nวิกรานต์\nวิกฤต\nวิกฤติ\nวิกล\nวิกสิต\nวิกัต\nวิกัติ\nวิกัติการก\nวิกัป\nวิกัย\nวิการ\nวิกาล\nวิกาลโภชน์\nวิคหะ\nวิเคราะห์\nวิฆเนศ\nวิฆเนศวร\nวิฆาต\nวิง\nวิ่ง\nวิ่งเปี้ยว\nวิงวอน\nวิจฉิกะ\nวิจล\nวิจักขณ์\nวิจักษ์\nวิจักษณ์\nวิจัย\nวิจาร\nวิจารณ์\nวิจารณญาณ\nวิจิ\nวิจิกิจฉา\nวิจิต\nวิจิตร\nวิจิน\nวิจุณ\nวิจุรณ\nวิชชา\nวิชชุ\nวิชชุดา\nวิชชุตา\nวิชชุลดา\nวิชญะ\nวิชน\nวิชนี\nวิชย\nวิชัย\nวิชา\nวิชานนะ\nวิชิต\nวิเชียร\nวิญญัตติ\nวิญญาณ\nวิญญาณกทรัพย์\nวิญญู\nวิฑูรย์\nวิด\nวิตก\nวิตถาร\nวิตามิน\nวิถี\nวิทธะ\nวิทยฐานะ\nวิทยา\nวิทยาคม\nวิทยาคาร\nวิทยาลัย\nวิทยุ\nวิทยุต\nวิทวัส\nวิทัตถิ\nวิทัศน์\nวิทารณ์\nวิทิต\nวิทู\nวิทูร\nวิเทศ\nวิเทโศบาย\nวิธ\nวิธวา\nวิธาน\nวิธี\nวิธุระ\nวิธู\nวิธูปนะ\nวิ่น\nวินตกะ\nวินัย\nวินาที\nวินายก\nวินาศ\nวินิจ\nวินิจฉัย\nวินิต\nวินิบาต\nวินิปาติก\nวิเนต\nวิบัติ\nวิบาก\nวิบุล\nวิบุลย์\nวิบูล\nวิบูลย์\nวิปการ\nวิปฏิสาร\nวิปโยค\nวิประโยค\nวิปริต\nวิปลาส\nวิปวาส\nวิปักษ์\nวิปัสสก\nวิปัสสนา\nวิปัสสนายานิก\nวิพากษ์\nวิพิธทัศนา\nวิพุธ\nวิภว\nวิภวตัณหา\nวิภังค์\nวิภัช\nวิภัตติ\nวิภา\nวิภาค\nวิภาช\nวิภาดา\nวิภาวี\nวิภาษ\nวิภาส\nวิภู\nวิภูษณะ\nวิภูษา\nวิภูษิต\nวิมน\nวิมล\nวิมลัก\nวิมังสา\nวิมัติ\nวิมาน\nวิมุข\nวิมุต\nวิมุตติ\nวิเมลือง\nวิโมกข์\nวิโยค\nวิระ\nวิรงรอง\nวิรังรอง\nวิรัช\nวิรัต\nวิรัติ\nวิราคะ\nวิราม\nวิริยภาพ\nวิริยะ\nวิรุธ\nวิรุฬห์\nวิรุฬหก\nวิรูป\nวิรูปักษ์\nวิเรนทร์\nวิโรจ\nวิโรจน์\nวิโรฒ\nวิโรธ\nวิลันดา\nวิลัย\nวิลาด\nวิลาศ\nวิลาป\nวิลาวัณย์\nวิลาส\nวิลาสินี\nวิลิปดา\nวิลิศมาหรา\nวิเลป\nวิเลปนะ\nวิโลกนะ\nวิโลม\nวิไล\nวิไลวรรณ\nวิวรณ์\nวิวรรธน์\nวิวัฏ\nวิวัฒน์\nวิวัฒนาการ\nวิวัน\nวิวาท\nวิวาห์\nวิวาหมงคล\nวิวาหะ\nวิวิต\nวิวิธ\nวิเวก\nวิศรุต\nวิศว\nวิศวกร\nวิศวกรรม\nวิศวกรรมศาสตร์\nวิศัลย์\nวิศาขบูชา\nวิศาขา\nวิศาล\nวิศิษฏ์\nวิศุทธ์\nวิศุทธิ์\nวิเศษ\nวิเศษณ์\nวิษณุ\nวิษณุกรรม\nวิษธร\nวิษัย\nวิษาณ\nวิษุวัต\nวิสกี้\nวิสรรชนีย์\nวิสฤต\nวิสสุกรรม\nวิสัชนา\nวิสัญญี\nวิสัย\nวิสัยทัศน์\nวิสาขบูชา\nวิสาขะ\nวิสาขา\nวิสามัญ\nวิสามานยนาม\nวิสาร\nวิสารทะ\nวิสาล\nวิสาสะ\nวิสาหกิจ\nวิสิฐ\nวิสุงคามสีมา\nวิสุทธ์\nวิสุทธิ์\nวิสูตร\nวิเสท\nวิหค\nวิหลั่น\nวิหาร\nวิหิงสา\nวิเหสา\nวิฬาร\nวิฬาร์\nวี\nวีจิ\nวีชนี\nวีณา\nวี้ด\nวีรกรรม\nวีรชน\nวีรบุรุษ\nวีรสตรี\nวี่วัน\nวี่แวว\nวีสะ\nวุ้ง\nวุฐิ\nวุฒ\nวุฒิ\nวุด\nวุ่น\nวุ้น\nวุบ\nวุ้ย\nวุลแฟรม\nวู้\nวูดวาด\nวูบ\nวู่วาม\nเว้\nเวค\nเวคิน\nเวคี\nเวจ\nเวช\nเวชยันต์\nเวฐน์\nเวณิ\nเวณิก\nเวณุ\nเวตน์\nเวตร\nเวตาล\nเวท\nเวทคู\nเวทนา\nเวทย์\nเวทัลละ\nเวทางค์\nเวทางคศาสตร์\nเวทานต์\nเวทานตะ\nเวทิ\nเวที\nเวธะ\nเวน\nเว้น\nเวนไตย\nเวไนย\nเวมัต\nเว้ย\nเวยยากรณะ\nเวร\nเวรมณี\nเวรี\nเวโรจน์\nเวลา\nเวเลนซี\nเวศม์\nเวศย์\nเวศยา\nเวสน์\nเวสภู\nเวสม์\nเวสวัณ\nเวสสะ\nเวสสันดร\nเวสสุกรรม\nเวสสุวัณ\nเวสารัช\nเวสิยา\nเวหน\nเวหะ\nเวหา\nเวหาส\nเวฬุ\nเวฬุริยะ\nเว่อ\nเว้า\nเวิก\nเวิ้ง\nเวี่ย\nเวียง\nเวียด\nเวียดนาม\nเวียน\nเวียร\nเวี่ยว\nแว้\nแวง\nแว้ง\nแวด\nแว้ด\nแวน\nแว่น\nแวนดา\nแวบ\nแว็บ\nแวม\nแว็ม\nแวว\nแว่ว\nแวะ\nโว\nโว่\nโวการ\nโว่ง\nโวทาน\nโวย\nโว้ย\nโว้เว้\nโวหาร\nไว\nไว้\nไวกูณฐ์\nไวฑูรย์\nไวทย์\nไวน์\nไวพจน์\nไวยากรณ์\nไวยาวัจกร\nไวยาวัจมัย\nไวรัส\nไววรรณ\nไวษณพ\nไวโอลิน\nศก\nศกุน\nศกุนต์\nศกุนิ\nศกุนี\nศจี\nศตะ\nศตภิษัช\nศตวรรษ\nศตพรรษ\nศตกะ\nศนิ\nศพ\nศมนะ\nศมะ\nศยาม\nศยามล\nศร\nศรายุธ\nศราวรณ์\nศรรกรา\nศรวณะ\nศรวณีย์\nศรวิษฐา\nศรัณย์\nศรัณยู\nศรัท\nศรัทธา\nศรัย\nศราทธ์\nศราทธพรต\nศราพก\nศราวก\nศราวณะ\nศรี\nศรีตรัง\nศรุติ\nศฤคาล\nศฤงค์\nศฤงคาร\nศฤงคาริน\nศฤงคารี\nศลิษฏ์\nศลิษา\nศวะ\nศวัส\nศวา\nศวาน\nศศะ\nศศธร\nศศพินทุ์\nศศลักษณ์\nศศิ\nศศิน\nศศี\nศศิขัณฑ์\nศศิธร\nศศิมณฑล\nศศิวิมล\nศอ\nศอก\nศักดา\nศักดิ\nศักดิ์\nศักดินา\nศักติ\nศักย\nศักยภาพ\nศักย์\nศักยะ\nศักร\nศักรินทร์\nศักเรนทร์\nศักราช\nศังกร\nศัตรู\nศันสนะ\nศันสนีย์\nศัพท์\nศัยยา\nศัล\nศัลย์\nศัลยกรรม\nศัลยแพทย์\nศัลยศาสตร์\nศัสดร\nศัสตร\nศัสตรศาสตร์\nศัสตรา\nศัสตราวุธ\nศากตะ\nศากย\nศากยะ\nศากยพุทธ\nศากยมุนี\nศาฎก\nศาณ\nศานต์\nศานติ\nศาป\nศารท\nศารทูล\nศาริกา\nศาล\nศาลา\nศาศวัต\nศาสดา\nศาสตร์\nศาสตรา\nศาสตราจารย์\nศาสนา\nศาสนกิจ\nศาสนจักร\nศาสนธรรม\nศาสนบุคคล\nศาสนพิธี\nศาสนวัตถุ\nศาสนศาสตร์\nศาสนสถาน\nศาสนสมบัติ\nศาสนิกชน\nศาสนีย์\nศาสนูปถัมภก\nศาสน์\nศิกษก\nศิการ\nศิขร\nศิขริน\nศิขรี\nศิขัณฑ์\nศิคาล\nศิงขร\nศิงขริน\nศิตะ\nศิถี\nศิพิระ\nศิระ\nศิรประภา\nศิราภรณ์\nศิโรรัตน์\nศิโรเวฐน์\nศิรา\nศิรามพุช\nศิโรราบ\nศิลป\nศิลป์\nศิลปะ\nศิลปกร\nศิลปกรรม\nศิลปกิจ\nศิลปวัตถุ\nศิลปวิทยา\nศิลปศาสตร์\nศิลปศึกษา\nศิลปหัตถกรรม\nศิลปิน\nศิลปี\nศิลา\nศิวะ\nศิวโมกข์\nศิวลึงค์\nศิวเวท\nศิวาลัย\nศิศีระ\nศิษฎิ\nศิษฏ์\nศิษย์\nศิษยานุศิษย์\nศีขร\nศีต\nศีตกาล\nศีรษะ\nศีล\nศึก\nศึกษา\nศึกษาธิการ\nศึกษานิเทศก์\nศุกร์\nศุกรวรรณ\nศุกรวาร\nศุกระ\nศุกล\nศุกลปักษ์\nศุจิ\nศุทธะ\nศุทธิ\nศุนะ\nศุนิ\nศุภกร\nศุภเคราะห์\nศุภนิมิต\nศุภมัสดุ\nศุภมาตรา\nศุภมาส\nศุภอักษร\nศุภางค์\nศูกร\nศุลกากร\nศุลการักษ์\nศุลี\nศุษิร\nศูทร\nศูนย์\nศูนยวาท\nศูละ\nศูลิน\nเศรณี\nเศรษฐ\nเศรษฐ์\nเศรษฐกิจ\nเศรษฐศาสตร์\nเศรษฐี\nเศร้า\nเศลษ\nเศวต\nเศวตร\nเศวตัมพร\nเศษ\nเศาจ\nเศาร์\nเศารยะ\nเศิก\nเศียร\nโศก\nโศกา\nโศกาดูร\nโศกาลัย\nโศกี\nโศจิ\nโศธนะ\nโศภน\nโศภะ\nโศภา\nโศภิต\nโศภิน\nโศภิษฐ์\nโศภี\nโศรดา\nโศรตร\nโศลก\nไศล\nไศวะ\nษมา\nษัฏ\nษัฑ\nษัณ\nษัษ\nษัษฐะ\nษัษฐี\nโษฑศัน\nสก\nสกวาที\nสกฏะ\nสกทาคามิผล\nสกิทาคามิผล\nสกทาคามิมรรค\nสกิทาคามิมรรค\nสกทาคามี\nสกิทาคามี\nสกนธ์\nสกปรก\nสกรณีย์\nสกรรจ์\nสกรรมกริยา\nสกล\nสกลมหาสังฆปริณายก\nสกัด\nสกา\nสกาว\nสกี\nสกุณ\nสกุณา\nสกุณี\nสกุน\nสกุนต์\nสกุล\nสเกต\nสแกนเดียม\nสขะ\nสง\nส่ง\nสงกร\nสงกรานต์\nสงกา\nสงค์\nสงคร\nสงคราม\nสงเคราะห์\nสงฆ์\nสงบ\nสงวน\nส่งสการ\nสงสัย\nสงสาร\nสงสารวัฏ\nสงัด\nสง่า\nสฐะ\nสณฑ์\nสด\nสดมภ์\nสดับ\nสดับปกรณ์\nสดำ\nสดุดี\nสตะ\nสตน\nสตภิสชะ\nสตรอนเชียม\nสตริกนิน\nสตรี\nสตัฟฟ์\nสตัมภ์\nสตางค์\nสติ\nสติปัฏฐาน\nสตี\nสตู\nสตูป\nสเต๊ก\nสถบดี\nสถล\nสถวีระ\nสถาน\nสถานะ\nสถานี\nสถาบัน\nสถาปนา\nสถาปนิก\nสถาปัตยกรรม\nสถาปัตยกรรมศาสตร์\nสถาปัตยเรขา\nสถาปัตยเวท\nสถาพร\nสถาวร\nสถิต\nสถิตยศาสตร์\nสถิติ\nสถิร\nสถีรวาท\nสถุล\nสถูป\nสทิง\nสทึง\nสทุม\nสธนะ\nสาธุสะ\nสน\nส้น\nสนทนา\nสนทรรศ\nสนทรรศน์\nสนเทศ\nสนเท่ห์\nสนธยา\nสนธิ\nสนน\nสนม\nสนวน\nสนอง\nสนอบ\nสนอม\nสนะ\nสนัด\nสนั่น\nสนับ\nสนับทึบ\nสนับสนุน\nสนาน\nสนาม\nสนายุ\nสนิกะ\nสนิท\nสนิธ\nสนิม\nสนุก\nสนุกเกอร์\nสนุข\nสนุต\nสนุ่น\nสบ\nสบง\nสบถ\nสบัน\nสบาย\nสบู่\nสไบ\nสปริง\nสปอร์\nสปาเกตตี\nสเปกตรัม\nสเปกโทรสโกป\nสไปริลลัม\nสพาบ\nสภา\nสภาพ\nสภาวการณ์\nสภาวะ\nสม\nสมการ\nสมจารี\nสมดุล\nสมมูล\nส้ม\nสมญา\nสมณะ\nสมณบริขาร\nสมณศักดิ์\nสมณสารูป\nสมเด็จ\nสมถะ\nสมถยานิก\nสมถวิปัสสนา\nสมนาคุณ\nสมบัติ\nสมบุกสมบัน\nสมบูรณ์\nสมบูรณาญาสิทธิราชย์\nสมประดี\nสมปฤดี\nสมปฤๅดี\nส้มป่อย\nสมปัก\nสมผุส\nสมพง\nสมพงศ์\nสมพล\nสมพัตสร\nสมพาส\nสมเพช\nสมโพธน์\nสมโพธิ\nสมภพ\nสมภาร\nสมโภค\nสมโภช\nสมมต\nสมมติ\nสมมุติ\nสมมาตร\nส้มมือ\nสมโมท\nสมโยค\nสมร\nสมรด\nสมรรถ\nสมรรถนะ\nสมรรถภาพ\nสมรส\nสมฤดี\nสมฤติ\nสมวายะ\nสมเสร็จ\nสมอ\nสมอง\nสมะ\nสมัคร\nสมังคี\nสมัช\nสมัชชา\nสมัญญา\nสมัต\nสมัน\nสมันต์\nสมัย\nสมา\nสมาคม\nสมาจาร\nสมาชิก\nสมาทาน\nสมาธิ\nสมาน\nสมานฉันท์\nสมาบัติ\nสมาพันธรัฐ\nสมาส\nสม่ำเสมอ\nสมิง\nสมิต\nสมิติ\nสมิทธ์\nสมิทธิ\nสมี\nสมุก\nสมุจจัย\nสมุจเฉท\nสมุฏฐาน\nสมุด\nสมุทร\nสมุทรโคดม\nสมุทัย\nสมุน\nสมุนไพร\nสมุลแว้ง\nสมุห\nสมุห์\nสมุหกลาโหม\nสมุหเทศาภิบาล\nสมุหนาม\nสมุหนายก\nสโมธาน\nสโมสร\nสยด\nสยนะ\nสยบ\nสยมพร\nสยมภู\nสยอง\nสยอน\nสยัมวรา\nสยาม\nสยามานุสติ\nสยามินทร์\nสยาย\nสยิว\nสยิ้ว\nสยุมพร\nสยุมภู\nสร\nสรง\nสร่ง\nสรณะ\nสรณคมน์\nสรณาคมน์\nสรณตรัย\nสรตะ\nสรทะ\nสรนุก\nสรเนาะ\nสรไน\nสรเพชญ\nสรภะ\nสรภัญญะ\nสรภู\nสรม\nสรร\nสรรค์\nสรรพ\nสรรพคุณ\nสรรพนาม\nสรรพสามิต\nสรรพัชญ\nสรรพากร\nสรรพางค์\nสรรเพชญ\nสรรเพชุดา\nสรรเสริญ\nสรลอน\nสรเลข\nสรวง\nสรวม\nสรวล\nสรเสริญ\nสร้อย\nสระ\nสระกอ\nสระท้อน\nสระพรั่ง\nสระอาด\nสรั่ง\nสรัสวดี\nสร่าง\nสร้าง\nสราญ\nสรี้\nสรีระ\nสรีรกิจ\nสรีรธาตุ\nสรีรวิทยา\nสรีรศาสตร์\nสรีรังคาร\nสรีรางคาร\nสรุป\nสโรช\nสโรชะ\nสฤก\nสฤต\nสฤษฎิ\nสฤษฎี\nสฤษฏ์\nสฤษดิ์\nสลด\nสลบ\nสลวน\nสลวย\nสลอด\nสลอน\nสลอย\nสละ\nสลัก\nสลัด\nสลัดได\nสลับ\nสลัว\nสลา\nสลาก\nสลาง\nสล้าง\nสลาด\nสลาตัน\nสลาบ\nสลาย\nสลิด\nสลิล\nสลึก\nสลึง\nสลุต\nสลุบ\nสลุมพร\nสแลง\nสวการย์\nสวภาพ\nสวราชย์\nสวก\nส้วง\nสวด\nสวน\nสวนะ\nสวนาการ\nส่วน\nสวนิต\nสวบ\nสวม\nส้วม\nสวย\nส่วย\nส้วย\nสวยม\nสวรรค\nสวรรค์\nสวรรคต\nสวรรคาลัย\nสวรรยา\nสวระ\nสวะ\nสวัสดิ\nสวัสดิ์\nสวัสดิการ\nสวัสดิภาพ\nสวัสดิมงคล\nสวัสดี\nสวัสติ\nสวาตี\nสวัสติกะ\nสวา\nสวาปาม\nสวาคตะ\nสวาง\nสว่าง\nสวาด\nสวาดิ\nสวาท\nสว่าน\nสว้าน\nสวาบ\nสวามิ\nสวามี\nสวามินี\nสวาย\nสวาสดิ์\nสวาหะ\nสวิง\nสวิญญาณกทรัพย์\nสวิตช์\nสสาร\nสสุระ\nสสุรี\nสหกรณ์\nสหการ\nสหจร\nสหชาต\nสหชาติ\nสหธรรม\nสหธรรมิก\nสหประชาชาติ\nสหพันธ์\nสหพันธรัฐ\nสหภาพ\nสหศึกษา\nสหัช\nสหัมบดี\nสหัส\nสหัสสะ\nสหัสธารา\nสหัสนัยน์\nสหัสเนตร\nสหัสรังสี\nสหัสา\nสหาย\nสอ\nส่อ\nสอง\nส่อง\nส้อง\nสอด\nสอน\nส่อน\nสอบ\nสอพลอ\nส้อม\nสอย\nสะ\nสะกด\nสะกอ\nสะกาง\nสะการะ\nสะกิด\nสะกิดสะเกา\nสะเก็ด\nสะแก\nสะคร้อ\nสะคราญ\nสะค้าน\nสะเงาะสะแงะ\nสะดม\nสะดวก\nสะดิ้ง\nสะดึง\nสะดือ\nสะดุ้ง\nสะดุด\nสะเด็ด\nสะเดา\nสะเดาะ\nสะตอ\nสะตาหมัน\nสะตึ\nสะตือ\nสะตุ\nสะเต๊ะ\nสะโตก\nสะทก\nสะท้อน\nสะท้าน\nสะทึก\nสะเทิน\nสะเทิ้น\nสะเทือน\nสะเทื้อน\nสะบะ\nสะบัก\nสะบักสะบอม\nสะบัด\nสะบัดสะบิ้ง\nสะบั้น\nสะบันงา\nสะบ้า\nสะบู\nสะแบง\nสะเปะสะปะ\nสะพรั่ง\nสะพรึงกลัว\nสะพรึบ\nสะพรึ่บ\nสะพัก\nสะพัง\nสะพัด\nสะพั้น\nสะพาน\nสะพาย\nสะเพร่า\nสะโพก\nสะเภา\nสะใภ้\nสะโมง\nสะระตะ\nสะระแหน่\nสะลาง\nสะลาบ\nสะลึมสะลือ\nสะวี้ดสะว้าด\nสะสม\nสะสวย\nสะสาง\nสะเหล่อ\nสะอาง\nสะอาด\nสะอ้าน\nสะอิ้ง\nสะอิดสะเอียน\nสะอึก\nสะอื้น\nสะเอ้ง\nสะเอว\nสะเออะ\nสะโอดสะอง\nสะไอ\nสัก\nสักกะ\nสักยะ\nสักกัจจะ\nสักกายทิฐิ\nสักการ\nสักการะ\nสักขี\nสักวา\nสักหลาด\nสัค\nสัคคะ\nสั่ง\nสังกร\nสังกรณี\nสังกรประโยค\nสังกะตัง\nสังกะวัง\nสังกะวาด\nสังกะสี\nสังกัด\nสังกัปปะ\nสังกา\nสังการ\nสังกาศ\nสังกิเลส\nสังเกต\nสังข์\nสังขกร\nสังขตธรรม\nสังขตะ\nสังขยา\nสังขลิก\nสังขลิกา\nสังขาร\nสังขารา\nสังเขป\nสังค์\nสังคญาติ\nสังคม\nสังคหะ\nสังคัง\nสังคายนา\nสังคายนาย\nสังคีต\nสังคีติ\nสังเค็ด\nสังเคราะห์\nสังฆกรรม\nสังฆการี\nสังฆเถระ\nสังฆทาน\nสังฆนายก\nสังฆปาโมกข์\nสังฆภัต\nสังฆเภท\nสังฆมณฑล\nสังฆมนตรี\nสังฆราช\nสังฆสภา\nสังฆาณัติ\nสังฆาฏิ\nสังฆาทิเสส\nสังฆาธิการ\nสังฆานุสติ\nสังฆาวาส\nสังยุตนิกาย\nสังโยค\nสังโยชน์\nสังวร\nสังวัจฉระ\nสังวัธยาย\nสังวาล\nสังวาส\nสังเวคะ\nสังเวช\nสังเวชนียสถาน\nสังเวย\nสังเวียน\nสังสกฤต\nสังสการ\nสังสนทนา\nสั่งสนทนา\nสังสรรค์\nสังสารวัฏ\nสังสิทธิ\nสังสุทธ์\nสังสุทธิ\nสังหร\nสังหรณ์\nสังหาร\nสังหาริมทรัพย์\nสังหาริมะ\nสังหิต\nสัจ\nสัจกิริยา\nสัจจะ\nสัจญาณ\nสัจธรรม\nสัจนิยม\nสัจพจน์\nสัชฌะ\nสัชฌุ\nสัญจร\nสัญเจตนา\nสัญชาตญาณ\nสัญชาติ\nสัญฌา\nสัญญา\nสัญญาณ\nสัญญี\nสัญโญชน์\nสัญนิยม\nสัญประกาศ\nสัญลักษณ์\nสัฐิ\nสัณฐาน\nสัณฐิติ\nสัณฑ์\nสัณห์\nสัด\nสัดจอง\nสัต\nสัตตะ\nสัตตาหกรณียะ\nสัตตาหกาลิก\nสัตมวาร\nสัตสดก\nสัตตบงกช\nสัตตบรรณ\nสัตตบุษย์\nสัตตู\nสัตถันดร\nสัตถา\nสัตถิ\nสัตถุ\nสัตถุศาสนา\nสัตบรรณ\nสัตย์\nสัตยพรต\nสัตยวาที\nสัตยาเคราะห์\nสัตยาธิษฐาน\nสัตยาบัน\nสัตว์\nสัตวชาติ\nสัตวบาล\nสัตวแพทย์\nสัตววิทยา\nสัตวา\nสัทธรรม\nสัทธา\nสัทธาจริต\nสัทธาธิกะ\nสัทธินทรีย์\nสัทธิงวิหาริก\nสัทธิวิหาริก\nสัทวิทยา\nสัทศาสตร์\nสัทอักษร\nสัน\nสั่น\nสั้น\nสันดาน\nสันดาป\nสันโดษ\nสันต์\nสันตติ\nสันตะปาปา\nสันตะวา\nสันติ\nสันตุฏฐี\nสันถวไมตรี\nสันถวะ\nสันถัต\nสันถาร\nสันทนะ\nสันทะ\nสันทัด\nสันทัสนะ\nสันทาน\nสันทิฐิก\nสันทิส\nสันเทหะ\nสันธาน\nสันนิธิ\nสันนิบาต\nสันนิวาส\nสันนิษฐาน\nสันสกฤต\nสับ\nสับปลับ\nสับปลี้\nสับปะรด\nสัปคับ\nสัปดาห์\nสัปดาหะ\nสัปดน\nสัปตศก\nสัปทน\nสัปปะ\nสัปปิ\nสัปปุริส\nสัปปุรุษ\nสัประยุทธ์\nสัปหงก\nสัปเหร่อ\nสัพ\nสัพพะ\nสัพพัญญู\nสัพเพเหระ\nสัพยอก\nสัมบูรณ์\nสัมปชัญญะ\nสัมปทา\nสัมปทาน\nสัมปยุต\nสัมปโยค\nสัมประสิทธิ์\nสัมประหาร\nสัมปรายภพ\nสัมปรายิกภพ\nสัมปัตติ\nสัมผัปลาป\nสัมผัปลาปะ\nสัมผัส\nสัมพล\nสัมพหุลา\nสัมพัจฉรฉินท์\nสัมพัตสร\nสัมพัทธ์\nสัมพันธ์\nสัมพันธน์\nสัมพันธภาพ\nสัมพันธมิตร\nสัมพันธไมตรี\nสัมพาหะ\nสัมพุทธ\nสัมพุทธะ\nสัมโพธิ\nสัมภวะ\nสัมภเวสี\nสัมภัต\nสัมภัตตะ\nสัมภาระ\nสัมภาษณ์\nสัมโภคกาย\nสัมมนา\nสัมมัปธาน\nสัมมา\nสัมโมทนียกถา\nสัมฤทธิ\nสัมฤทธิ์\nสัมฤทธิศก\nสัยน์\nสัลเลข\nสัสดี\nสัสตทิฐิ\nสัสสะ\nสัสสุ\nสัสสู\nสา\nส่า\nสาก\nสากรรจ์\nสากล\nสากัจฉา\nสากัลย์\nสากิยะ\nสาเก\nสาขา\nสาคร\nสาคเรศ\nสาคู\nสาง\nส้าง\nสาชล\nสาฎก\nสาฏิก\nสาณี\nสาด\nสาไถย\nสาทร\nสาทิส\nสาทุ\nสาโท\nสาธก\nสาธยะ\nสาธยาย\nสาธารณะ\nสาธารณชน\nสาธารณประโยชน์\nสาธารณภัย\nสาธารณรัฐ\nสาธารณสถาน\nสาธารณสมบัติ\nสาธารณสุข\nสาธารณูปการ\nสาธารณูปโภค\nสาธารณ์\nสาธิต\nสาธุ\nสาน\nส่าน\nสานุ\nสานู\nสานุศิษย์\nสาบ\nสาบสูญ\nสาบาน\nสาป\nสาปไตย\nสาม\nสามชุก\nสามเณร\nสามเณรี\nสามนต์\nสามนตราช\nสามยทรัพย์\nสามล\nสามหาว\nสามะ\nสามัคคี\nสามัญ\nสามัตถิยะ\nสามานย์\nสามานยนาม\nสามารถ\nสามิต\nสามินี\nสามิภักดิ์\nสามี\nสามีจิกรรม\nสาย\nส่าย\nส้าย\nสายชู\nสายัณห์\nสายาห์\nสาร\nสารคดี\nสารธรรม\nสารนิเทศ\nสารบบ\nสารบรรณ\nสารบัญ\nสารบาญ\nสารบาญชี\nสารประโยชน์\nสารสนเทศ\nสารทุกข์\nสารถี\nสารท\nสารพัด\nสารพัน\nสารพางค์\nสารภาพ\nสารภี\nสารวัตร\nสาระ\nสาระแน\nสาระพา\nสาระยำ\nสาระวารี\nสาระสะมา\nสารัตถประโยชน์\nสารัตถศึกษา\nสารัตถะ\nสารัทธ์\nสารัมภ์\nสาราณียกร\nสาราณียธรรม\nสาราณียะ\nสารานุกรม\nสารีริกธาตุ\nสารูป\nสาโรช\nสาละ\nสาละวน\nสาลิ\nสาลิกา\nสาลินี\nสาลี\nสาลี่\nสาลู\nสาโลหิต\nสาว\nสาวก\nสาวิกา\nสาวิตร\nสาวิตรี\nสาสน\nสาสน์\nสาส์น\nสาสนา\nสาสม\nสาหร่าย\nสาหรี\nส่าหรี\nสาหัส\nสาเหตุ\nสาแหรก\nสำ\nสำส่อน\nส่ำ\nสำคัญ\nสำซ่าง\nสำแดง\nสำทับ\nสำนวน\nสำนอง\nสำนัก\nสำนาน\nสำนึก\nสำนึง\nสำเนา\nสำเนียง\nสำบัด\nสำปะลอ\nสำปะหลัง\nสำปั้น\nสำปันนี\nสำเภา\nสำมะงา\nสำมะโน\nสำมะลอ\nสำมะเลเทเมา\nสำมะหา\nสำรด\nสำรวจ\nสำรวม\nสำรวย\nสำรวล\nสำรอก\nสำรอง\nสำรับ\nสำราก\nสำราญ\nสำริด\nสำเร็จ\nสำเรา\nสำเริง\nสำโรง\nสำลัก\nสำลาน\nสำลี\nสำแลง\nสำหรวด\nสำหรับ\nสำหา\nสำเหนียก\nสำเหร่\nสำออย\nสำอาง\nสิ\nสิกข์\nสิข\nสิกขมานา\nสิกขา\nสิขร\nสิขรี\nสิขเรศ\nสิขา\nสิขานล\nสิขี\nสิคาล\nสิง\nสิ่ง\nสิงขร\nสิงค์\nสิงคลิ้ง\nสิงคลี\nสิงคาร\nสิงคาล\nสิงคี\nสิงโต\nสิงห์\nสิงหนาท\nสิงหบัญชร\nสิงหรา\nสิงหราช\nสิงหาคม\nสิงหาสน์\nสิงหล\nสิญจน์\nสิตะ\nสิตางศุ์\nสิถิล\nสิทธ์\nสิทธัตถะ\nสิทธา\nสิทธาจารย์\nสิทธารถ\nสิทธิ\nสิทธิ์\nสิทธิการิยะ\nสิธยะ\nสิน\nสิ้น\nสินเทา\nสินธพ\nสินธุ\nสินธุ์\nสินธุระ\nสินธู\nสินเธาว์\nสินาด\nสินิทธ์\nสินี\nสิเนรุ\nสิเนหก\nสิเนหะ\nสิเนหา\nสิเน่หา\nสิบ\nสิปปะ\nสิมพลี\nสิระ\nสิโรดม\nสิโรตม์\nสิริ\nสิรี\nสิลา\nสิว\nสิ่ว\nสิวะ\nสิวาลัย\nสิวิกา\nสี\nสี่\nสี้\nสีกา\nสีกุน\nสีข้าง\nสีด\nสีดอ\nสีดา\nสีตลรัศมี\nสีตโลทก\nสีโตทก\nสีทันดร\nสีมันต์\nสีมา\nสีละมัน\nสีวิกา\nสีสอ\nสีสะ\nสีสา\nสีสุก\nสีเสียด\nสีห์\nสีหนาท\nสีหบัญชร\nสีหราช\nสีหไสยา\nสีหไสยาสน์\nสีหะ\nสึก\nสึง\nสืบ\nสื่อ\nสุ\nสุก\nสุกข์\nสุกร\nสุกรม\nสุกำศพ\nสุกียากี้\nสุข\nสุขา\nสุขาภิบาล\nสุขารมณ์\nสุขาวดี\nสุขิน\nสุขี\nสุขุม\nสุขุมาล\nสุโข\nสุคต\nสุคติ\nสุคนธ\nสุคนธ์\nสุคนธชาติ\nสุคนธรส\nสุคันธ์\nสุคันธรส\nสุงกะ\nสุงกากร\nสุงสิง\nสุงสุมาร\nสุจริต\nสุจหนี่\nสุจิ\nสุจิต\nสุจิตร\nสุชน\nสุชัมบดี\nสุชา\nสุชาดา\nสุญ\nสุญญากาศ\nสุญตา\nสุญนิยม\nสุณ\nสุณิสา\nสุด\nสุดา\nสุต\nสุตตนิบาต\nสุตตะ\nสุตตันตปิฎก\nสุตตันตะ\nสุติ\nสุทธ\nสุทธ์\nสุทธาวาส\nสุทธิ\nสุทรรศน์\nสุทัศน์\nสุธา\nสุธาโภชน์\nสุธารส\nสุธาสินี\nสุธาสี\nสุธี\nสุนทร\nสุนทรี\nสุนทรียภาพ\nสุนทรียศาสตร์\nสุนทรียะ\nสุนัข\nสุนันท์\nสุโนก\nสุบดี\nสุบรรณ\nสุบิน\nสุปรีดิ์\nสุปรีย์\nสุปาณี\nสุพพัต\nสุพรรณ\nสุพรรณบัฏ\nสุพรรณภาชน์\nสุพรรณราช\nสุพรรณศรี\nสุพรรณถัน\nสุพรรณิการ์\nสุภร\nสุภัค\nสุภา\nสุภาพ\nสุภาษิต\nสุม\nสุ่ม\nสุมทุม\nสุมน\nสุมนะ\nสุมนัส\nสุมนา\nสุ้มเสียง\nสุมะ\nสุมาลี\nสุเมธ\nสุเมรุ\nสุรคต\nสุรเชษฐ์\nสุรบดี\nสุรภาพ\nสุรโลก\nสุรสีหนาท\nสุรเสียง\nสุรงค์\nสุรังค์\nสุรภี\nสุรัติ\nสุรัสวดี\nสุรา\nสุรางค์จำเรียง\nสุรางคนา\nสุรางคนางค์\nสุรารักษ์\nสุราลัย\nสุรินทร์\nสุรินทราหู\nสุริยะ\nสุริยกันต์\nสุริยกานต์\nสุริยการ\nสุริยกาล\nสุริยคติ\nสุริยคราส\nสุริยมณฑล\nสุริยวงศ์\nสุริยง\nสุริยา\nสุริเยนทร์\nสุริเยศ\nสุริโย\nสุริยน\nสุริยัน\nสุริยุปราคา\nสุรีย์\nสุรุ่ยสุร่าย\nสุลต่าน\nสุวคนธ์\nสุวภาพ\nสุวรรณ\nสุวรรณภูมิ\nสุวะ\nสุวาน\nสุวินัย\nสุวิมล\nสุษิระ\nสุสาน\nสุหนัต\nสุหร่ง\nสุหร่าย\nสุหฤท\nสุหัท\nสุเหร่า\nสู\nสู่\nสู้\nสูง\nสูจิ\nสูจิบัตร\nสูญ\nสูด\nสูต\nสูตร\nสูติ\nสูติกรรม\nสูตินรีเวช\nสูติบัตร\nสูติแพทย์\nสูติศาสตร์\nสูท\nสูทกรรม\nสูทศาสตร์\nสูบ\nสูปะ\nสูร\nสูรย์\nสูรยกานต์\nสูริ\nสูสี\nเส\nเสก\nเสกขบุคคล\nเสกขะ\nเสขบุคคล\nเสขะ\nเส็ง\nเส้ง\nเส็งเคร็ง\nเสงี่ยม\nเสฏฐี\nเสณี\nเสด\nเสด็จ\nเสตุ\nเสถียร\nเสทะ\nเสโท\nเสน\nเส้น\nเสนง\nเสน่ง\nเสน่ห์\nเสนหา\nเสน่หา\nเสนอ\nเสนะ\nเสนา\nเสนาธิการ\nเสนาบดี\nเสน่า\nเสนากุฎ\nเสนางค์\nเสนางคนิกร\nเสนานี\nเสนาสนะ\nเสนาะ\nเสนี\nเสนีย์\nเสนียะ\nเสนียด\nเสบย\nเสบียง\nเสพ\nเสพย์\nเสเพล\nเสภา\nเสม็ด\nเสมหะ\nเสมอ\nเสมา\nเสมียน\nเสมือน\nเสย\nเสร็จ\nเสริด\nเสริม\nเสรี\nเสลด\nเสลบรรพต\nเสลา\nเสลี่ยง\nเสลือกสลน\nเสโล\nเสวก\nเสวกามาตย์\nเสวนะ\nเสวนา\nเสวย\nเสวียน\nเสสรวง\nเสสรวล\nเสา\nเส้า\nเสาร์\nเสารภย์\nเสารี\nเสาวคนธ์\nเสาวธาร\nเสาวภา\nเสาวภาคย์\nเสาวภาพ\nเสาวรภย์\nเสาวรส\nเสาวลักษณ์\nเสาวณิต\nเสาวนะ\nเสาวนา\nเสาวนีย์\nเสาหฤท\nเสาะ\nเสาะแสะ\nเสิร์จ\nเสิร์ฟ\nเสีย\nเสียง\nเสี่ยง\nเสียด\nเสี้ยน\nเสียบ\nเสียม\nเสี่ยม\nเสี้ยม\nเสียว\nเสี่ยว\nเสี้ยว\nเสือ\nเสื่อ\nเสื้อ\nเสือก\nเสื่อม\nแส\nแส่\nแส้\nแสก\nแสง\nแสด\nแสดง\nแสตมป์\nแสน\nแสนย์\nแสนยากร\nแสนยานุภาพ\nแสบ\nแสม\nแสยก\nแสยง\nแสยะ\nแสรก\nแสร้ง\nแสลง\nแสล้ม\nแสวง\nแสะ\nโสก\nโสกโดก\nโสกันต์\nโสโครก\nโสณฑ์\nโสณิ\nโสณี\nโสด\nโสดก\nโสดม\nโสดา\nโสดาบัน\nโสดาปัตติผล\nโสดาปัตติมรรค\nโสต\nโสตทัศนวัสดุ\nโสตทัศนอุปกรณ์\nโสตทัศนูปกรณ์\nโสตินทรีย์\nโสตถิ\nโสทก\nโสทร\nโสธก\nโสธนะ\nโสน\nโสภณ\nโสภา\nโสภี\nโสภิณี\nโสเภณี\nโสม\nโสมนัส\nโสมม\nโสมย์\nโสร่ง\nโสรจ\nโสรวาร\nโสโร\nโสวรรณ\nโสหุ้ย\nโสฬส\nใส\nใส่\nไส\nไส้\nไสย\nไสยา\nไสยาสน์\nไสร้\nไสว\nหก\nหกคะเมน\nหง\nหงก\nหงส์\nหงสบาท\nหงสรถ\nหงอ\nหงอก\nหง่อง\nหงองแหงง\nหงอด\nหงอน\nหง่อม\nหงอย\nหง่อย\nหงัก\nหงับ\nหง่าง\nหงาย\nหง่าว\nหงำ\nหงิก\nหงิง\nหงิม\nหงึก\nหงุงหงิง\nหงุดหงิด\nหงุบ\nหงุ่ย\nหญ้า\nหญ้าฝรั่น\nหญ้ายายเภา\nหญิง\nหญิบ\nหด\nหตะ\nหทัย\nหน\nหนวก\nหน่วง\nหนวด\nหน่วย\nหน่วยกิต\nหนอ\nหน่อ\nหนอก\nหนอง\nหนอน\nหนอนตายหยาก\nหน่อย\nหน็อยแน่\nหนัก\nหนัง\nหนังสติ๊ก\nหนังสือ\nหนั่น\nหนับ\nหนา\nหน้า\nหน่าง\nหนาด\nหนาน\nหนาม\nหน่าย\nหนาว\nหนำ\nหนำเลี้ยบ\nหนี\nหนี้\nหนีบ\nหนึก\nหนึ่ง\nหนึบ\nหนืด\nหนุ\nหนุน\nหนุบ\nหนุ่ม\nหนุ่ย\nหนู\nห่ม\nหมก\nหมด\nหม่น\nหมวก\nหมวด\nหมวน\nหมอ\nหม่อ\nหม้อ\nหมอก\nหมอง\nหม่อง\nหมอน\nหม่อน\nหมอบ\nหม่อม\nหมอย\nหม้อห้อม\nหมัก\nหมักหมม\nหมัด\nหมัน\nหมั่น\nหมั้น\nหมับ\nหมา\nหม่า\nหมาก\nหมากฮอส\nหมาง\nหมาด\nหมามุ่ย\nหมามุ้ย\nหมาย\nหม้าย\nหมาร่า\nหม่ำ\nหม้ำ\nหมิ่น\nหมี\nหมี่\nหมึก\nหมืน\nหมื่น\nหมุด\nหมุน\nหมุบ\nหมุบหมับ\nหมุบหมิบ\nหมุ่ย\nหมุยขาว\nหมู\nหมู่\nหมูหริ่ง\nหยก\nหย่ง\nหยด\nหยวก\nหยวบ\nหยอก\nหยอกเอิน\nหย็อกหย็อย\nหยอง\nหย็อง\nหย่อง\nหย็องกรอด\nหย็องแหย็ง\nหยอด\nหยอน\nหย่อน\nหย่อม\nหย็อมแหย็ม\nหย็อย\nหย่อย\nหยัก\nหยักไย่\nหยักเหยา\nหยัง\nหยั่ง\nหยังหยัง\nหยัด\nหยัน\nหยับ\nหยั่วเมือง\nหย่า\nหยากเยื่อ\nหยากไย่\nหยาด\nหยาบ\nหยาม\nหยาว\nหย้าว\nหยำเป\nหยำเหยอะ\nหยำแหยะ\nหยิก\nหยิ่ง\nหยิบ\nหยิม\nหยี\nหยี่\nหยุกหยิก\nหยุด\nหยุ่น\nหยุบ\nหยุมหยิม\nหยูกยา\nหโยดม\nหรคุณ\nหรณะ\nหรดาล\nหรดี\nหรรษ์\nหรรษา\nหรอ\nหรอก\nหร็อมแหร็ม\nหรอย\nหระ\nหรับ\nหรา\nหริ\nหริ่ง\nหริณะ\nหริต\nหริตกี\nหรีตกี\nหรี่\nหรีด\nหรือ\nหรุบ\nหรุบรู่\nหรุบหรู่\nหรุ่ม\nหรู\nหรูหรา\nหฤทัย\nหฤทย์\nหฤษฎ์\nหฤษฎี\nหฤหรรษ์\nหฤโหด\nหลง\nหลงใหล\nหลงจู๊\nหลด\nหลน\nหล่น\nหลบ\nหล่ม\nหลวง\nหลวม\nหลอ\nหล่อ\nหลอก\nหลอด\nหลอน\nหล็อน\nหล่อน\nหลอม\nหละ\nหละหลวม\nหลัก\nหลัง\nหลั่ง\nหลัด\nหลั่น\nหลับ\nหลัว\nหลา\nหล้า\nหลาก\nหลาน\nหลาบ\nหลาม\nหลาย\nหลาว\nหลิ่ง\nหลิท\nหลิน\nหลิม\nหลิว\nหลิ่ว\nหลี\nหลีก\nหลีโก\nหลีบ\nหลีฮื้อ\nหลืบ\nหลุกหลิก\nหลุด\nหลุน\nหลุบ\nหลุม\nหลุมพอ\nหลุมพี\nหลู่\nหวง\nห่วง\nห้วง\nหวด\nหวน\nห้วน\nหวย\nห้วย\nหวอ\nหวอด\nหวะ\nหวัง\nหวัด\nหวั่น\nหวันยิหวา\nหวัว\nหวัวร่อ\nหวัวเราะ\nหวา\nหว่า\nหว้า\nหวาก\nหว่าง\nหวาด\nหวาน\nหว่าน\nหวาม\nหวาย\nหวำ\nหวิด\nหวิว\nหวี\nหวี่\nหวีด\nหวือ\nหวุดหวิด\nหวูด\nหอ\nห่อ\nห้อ\nหอก\nหอง\nห้อง\nหอน\nห่อน\nหอบ\nหอม\nห้อม\nหอย\nห้อย\nหะ\nหะยี\nหะหาย\nหัก\nหัจญ์\nหัจญี\nหัช\nหัฏฐะ\nหัด\nหัต\nหัตถ์\nหัตถกรรม\nหัตถการ\nหัตถกิจ\nหัตถบาส\nหัตถพันธ์\nหัตถาภรณ์\nหัตถศาสตร์\nหัตถศิลป์\nหัตถศึกษา\nหัตถาจารย์\nหัตถินี\nหัตถี\nหัน\nหั่น\nหั้น\nหันตรา\nหับ\nหัย\nหัว\nหัวร่อ\nหัวเราะ\nหัส\nหัสดิน\nหัสดี\nหัสต์\nหัสตะ\nหา\nห่า\nห้า\nหาก\nหาง\nห่าง\nห้าง\nหาญ\nหาด\nห่าน\nหาบ\nหาม\nห่าม\nห้าม\nหาย\nหายใจ\nหายนะ\nหาร\nหารือ\nหาว\nห้าว\nหาสะ\nหำ\nห้ำ\nหิ้ง\nหิงคุ\nหิงสา\nหิงห้อย\nหิ่งห้อย\nหิ่งหาย\nหิด\nหิต\nหิตานุหิตประโยชน์\nหิน\nหิมพาน\nหิมพานต์\nหิมวัต\nหิมวันต์\nหิมวา\nหิมะ\nหิมาลัย\nหิรัญ\nหิรัญญิการ์\nหิรัญบัฏ\nหิรัณย์\nหิรัณยรัศมี\nหิริ\nหิว\nหิ้ว\nหี\nหีด\nหีนยาน\nหีบ\nหึ\nหึง\nหึ่ง\nหึงสา\nหืด\nหืน\nหื่น\nหือ\nหื้อ\nหุง\nหุน\nหุ่น\nหุ้น\nหุนหัน\nหุบ\nหุ้ม\nหุยฮา\nหู\nหู่\nหูก\nหูด\nเห\nเห่\nเหง\nเหง่ง\nเหงา\nเหง้า\nเหงื่อ\nเหงือก\nเห็จ\nเห็ด\nเหติ\nเหตุ\nเห็น\nเหน่ง\nเหนงนายพราน\nเหน็ดเหนื่อย\nเหน็บ\nเหน่อ\nเห็นอ้ม\nเหนอะ\nเหนอะหนะ\nเหน้า\nเหนาะ\nเหนียง\nเหนี่ยง\nเหนี่ยน\nเหนียม\nเหนียว\nเหนี่ยว\nเหนือ\nเหนื่อย\nเห็บ\nเหม\nเหม่\nเหม็ง\nเหม่ง\nเหม็น\nเหมวดี\nเหม่อ\nเหมันต์\nเหมันตฤดู\nเหมา\nเหมายัน\nเหมาะ\nเหมียว\nเหมี่ยว\nเหมือง\nเหมือด\nเหมือน\nเหมื่อย\nเหย\nเหยง\nเหย่อย\nเหยา\nเหย่า\nเหย้า\nเหยาะ\nเหยาะแหยะ\nเหยิง\nเหยิบ\nเหยียด\nเหยียบ\nเหยี่ยว\nเหยื่อ\nเหยือก\nเหรอ\nเหรอะ\nเหรัญญิก\nเหรา\nเหราะ\nเหรียญ\nเหล่\nเหล็ก\nเหลน\nเหลว\nเหลอ\nเหลา\nเหล่า\nเหล้า\nเหลาะแหละ\nเหลิง\nเหลิงเจิ้ง\nเหลียน\nเหลี่ยม\nเหลียว\nเหลือ\nเหลือก\nเหลือง\nเหลือบ\nเหลือม\nเหลื่อม\nเหว\nเหว่\nเหวง\nเหวย\nเหวอะ\nเหวอะหวะ\nเหวี่ยง\nเห่อ\nเหอะ\nเหะ\nเหะหะ\nเหา\nเห่า\nเหาะ\nเหิน\nเหิม\nเหี้ย\nเหียง\nเหียน\nเหี้ยน\nเหี้ยม\nเหี่ยว\nเหื่อ\nเหือด\nแห\nแห่\nแห้\nแหก\nแหง\nแหง่\nแห่ง\nแห้ง\nแหงแก๋\nแหง่ง\nแหงน\nแหน\nแห้น\nแหนง\nแหนบ\nแหนม\nแหบ\nแหม\nแหม่\nแหม่ม\nแหมะ\nแหย\nแหย่\nแหยง\nแหย่ง\nแหยม\nแหย็ม\nแหยะ\nแหล่\nแหลก\nแหล่ง\nแหลน\nแหลม\nแหละ\nแหว\nแห้ว\nแหวก\nแหว่ง\nแหวด\nแหวน\nแหวะ\nแหะ\nโห่\nโหง\nโหด\nโหน\nโหนก\nโหน่ง\nโหม\nโหม่ง\nโหมด\nโหย\nโหยกเหยก\nโหยง\nโหย่ง\nโหร\nโหรง\nโหรงเหรง\nโหรดาจารย์\nโหระพา\nโหรา\nโหราจารย์\nโหราศาสตร์\nโหล\nโหล่\nโหลงโจ้ง\nโหว\nโหว่\nโหว้\nโหวกเหวก\nโหวง\nโหวด\nโหวต\nให้\nใหญ่\nใหม่\nไห\nไห่\nไห้\nไหน\nไหม\nไหม้\nไหรณย์\nไหล\nไหล่\nไหว\nไหว้\nไหหลำ\nอก\nอกตเวทิตา\nอกตเวที\nอกตัญญุตา\nอกตัญญู\nอกนิษฐ์\nอกรณีย์\nอกรรมกริยา\nอกัปปิยวัตถุ\nอกัปปิยะ\nอกุศล\nอคติ\nอคาธ\nอโฆษะ\nองก์\nองค์\nองคชาต\nองคมนตรี\nองครักษ์\nองคาพยพ\nองคุลี\nองศ์\nองศา\nองอาจ\nองุ่น\nอจลา\nอจินตา\nอจินไตย\nอจิระ\nอเจลก\nอเจละ\nอชะ\nอชิน\nอชินี\nอชิระ\nอฏวี\nอณิ\nอณู\nอโณทัย\nอด\nอดิถี\nอดิเทพ\nอดิเรก\nอดิศร\nอดิศวร\nอดิศัย\nอดีต\nอดุล\nอดุลย์\nอติ\nอติชาต\nอติมานะ\nอติราช\nอติเรก\nอติสาร\nอถรรพเวท\nอาถรรพเวท\nอทระ\nอทินนาทาน\nอธรรม\nอธิ\nอธิกมาส\nอธิกรณ์\nอธิกวาร\nอธิกสุรทิน\nอธิการ\nอธิคม\nอธิฏฐาน\nอธิบดี\nอธิบาย\nอธิป\nอธิปไตย\nอธิมาตร\nอธิมุตติ\nอธิโมกข์\nอธิราช\nอธิวาส\nอธิวาสนะ\nอธิศีล\nอธิษฐาน\nอธึก\nอ้น\nอนงค์\nอนงคณะ\nอนงคเลขา\nอนธการ\nอนนต์\nอนยะ\nอนรรฆ\nอนรรถ\nอนล\nอนวัช\nอนัญ\nอนัตตา\nอนันต์\nอนันตริยกรรม\nอนัม\nอนาคต\nอนาคามิผล\nอนาคามิมรรค\nอนาคามี\nอนาจาร\nอนาถ\nอนาถา\nอนาทร\nอนาธิปไตย\nอนามัย\nอนามิกา\nอนารยชน\nอนารยธรรม\nอนารยะ\nอนาลัย\nอนำ\nอนิจ\nอนิจจัง\nอนิจจา\nอนิฏฐารมณ์\nอนิยต\nอนิยม\nอนิล\nอนิวรรต\nอนิวรรตน์\nอนีกะ\nอนีจะ\nอนึก\nอนึ่ง\nอนุ\nอนุกร\nอนุกรม\nอนุกรรมการ\nอนุกระเบียด\nอนุกาชาด\nอนุการ\nอนุกูล\nอนุคามิก\nอนุเคราะห์\nอนุจร\nอนุช\nอนุชน\nอนุชา\nอนุชาต\nอนุชิต\nอนุญาต\nอนุญาโตตุลาการ\nอนุตร\nอนุเถระ\nอนุทิน\nอนุบท\nอนุบาล\nอนุประโยค\nอนุปริญญา\nอนุปสัมบัน\nอนุปัสนา\nอนุพงศ์\nอนุพัทธ์\nอนุพันธ์\nอนุโพธ\nอนุภรรยา\nอนุภริยา\nอนุภาค\nอนุภาษ\nอนุมัติ\nอนุมาตรา\nอนุมาน\nอนุมูล\nอนุโมทนา\nอนุโยค\nอนุรักษ์\nอนุรักษนิยม\nอนุราช\nอนุราธ\nอนุราธะ\nอนุราธา\nอนุรูป\nอนุโลม\nอนุวงศ์\nอนุวรรตน์\nอนุวัต\nอนุวัตน์\nอนุวัตร\nอนุวัติ\nอนุวาต\nอนุศาสก\nอนุศาสน์\nอนุศาสนาจารย์\nอนุศิษฏ์\nอนุสติ\nอนุสนธิ\nอนุสร\nอนุสรณ์\nอนุสัญญา\nอนุสัย\nอนุสาวรีย์\nอนุสาสนี\nอเนก\nอเนกคุณ\nอเนกรรถประโยค\nอเนจอนาถ\nอโนชา\nอโนดาต\nอบ\nอบเชย\nอบาย\nอปจายนธรรม\nอปจายนมัย\nอปมงคล\nอปยศ\nอประไมย\nอปรัณณชาติ\nอปรา\nอปราชัย\nอปราชิต\nอปริมาณ\nอปลักษณ์\nอปโลกน์\nอปวาท\nอเปหิ\nอพพะ\nอพยพ\nอภัพ\nอภัย\nอภิ\nอภิฆาต\nอภิชฌา\nอภิชน\nอภิชนาธิปไตย\nอภิชัย\nอภิชาต\nอภิชิต\nอภิญญา\nอภิญญาณ\nอภิธรรม\nอภิธาน\nอภิไธย\nอภินันท์\nอภินันทนาการ\nอภินัย\nอภินิหาร\nอภิเนษกรมณ์\nอภิบาล\nอภิปรัชญา\nอภิปราย\nอภิมหาอำนาจ\nอภิมานะ\nอภิมุข\nอภิรดี\nอภิรติ\nอภิรมย์\nอภิรักษ์\nอภิราม\nอภิรุต\nอภิรุม\nอภิรูป\nอภิลักขิต\nอภิลักขิตสมัย\nอภิเลปน์\nอภิวันท์\nอภิวาท\nอภิวาทน์\nอภิเษก\nอภิสมโพธิ\nอภิสมัย\nอภิสมาจาร\nอภิสัมโพธิ\nอภิสัมโพธิญาณ\nอภิสิต\nอภิสิทธิ์\nอภูตะ\nอม\nอมพะนำ\nอ้ม\nอมตธรรม\nอมตบท\nอมตะ\nอมนุษย์\nอมร\nอมรา\nอมราวดี\nอมรินทร์\nอมเรนทร์\nอมเรศ\nอมฤต\nอมัตร\nอมาตย์\nอมาวสี\nอมาวสุ\nอมาวาสี\nอมิตร\nอเมริกัน\nอย่า\nอยาก\nอย่าง\nอยุทธ์\nอยู่\nอร\nอรชร\nอรชุน\nอรดี\nอรติ\nอรทัย\nอรไท\nอรนุช\nอรพินท์\nอรพิม\nอรรค\nอรรฆ\nอรรฆย์\nอรรจน์\nอรรณพ\nอรรถ\nอรรถกถา\nอรรถกถาจารย์\nอรรถาธิบาย\nอรรธ\nอรสุม\nอรหะ\nอรหัง\nอรหัต\nอรหัตผล\nอรหัตมรรค\nอรหัน\nอรหันต์\nอรหันตฆาต\nอร่อย\nอรัญ\nอรัญญิก\nอรัญวาส\nอรัญวาสี\nอรัณย์\nอราดี\nอร่าม\nอริ\nอรินทร์\nอริน\nอริยกะ\nอริยทรัพย์\nอริยบุคคล\nอริยผล\nอริยมรรค\nอริยสั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nอำพล\nอำพะนำ\nอำพัน\nอำไพ\nอำเภอ\nอำมร\nอำมฤคโชค\nอำมฤต\nอำมหิต\nอำมาตย์\nอำมาตยาธิปไตย\nอำยวน\nอำรุง\nอำลา\nอำอวม\nอ้ำอึ้ง\nอิก\nอิง\nอิงค์\nอิงอร\nอิจฉา\nอิฉัน\nอิชยา\nอิฏฐารมณ์\nอิฐ\nอิฐผล\nอิด\nอิตถี\nอิตเทรียม\nอิตเทอร์เบียม\nอิติวุตตกะ\nอิทธิ\nอิน\nอินซูลิน\nอินเดีย\nอินเดียนแดง\nอินเดียม\nอินท์\nอินทขีล\nอินทนิล\nอินทผลัม\nอินทร์\nอินทรธนู\nอินทรวงศ์\nอินทรวิเชียร\nอินทรศักดิ์\nอินทราณี\nอินทราภิเษก\nอินทรายุธ\nอินทรี\nอินทรีย์\nอินทรียสังวร\nอินทีวร\nอินทุ\nอินฟราเรด\nอินัง\nอิ่ม\nอิมัลชัน\nอิริเดียม\nอิริยา\nอิริยาบถ\nอิรุพเพท\nอิเล็กตรอน\nอิเล็กทรอนิกส์\nอิเล็กโทน\nอิศร\nอิศวร\nอิษฏ์\nอิษฏี\nอิส\nอิสตรี\nอิสัตรี\nอิสรภาพ\nอิสระ\nอิสริยยศ\nอิสริยะ\nอิสริยาภรณ์\nอิสลาม\nอิสสา\nอิสิ\nอิสี\nอิหม่าม\nอิหลักอิเหลื่อ\nอี\nอี่\nอี้\nอี๊\nอี๋\nอี๋อ๋อ\nอีก\nอีก้อ\nอีก๋อย\nอีโก้ง\nอีจู้\nอี๊ด\nอีเต้อ\nอีโต้\nอีทุบ\nอีเทอร์\nอีนุงตุงนัง\nอีนูน\nอีโน\nอีแปะ\nอีโปง\nอีเพา\nอีมู\nอีรม\nอีลุ้ม\nอีลุ่ยฉุยแฉก\nอีเลิ้ง\nอีศ\nอีศวร\nอีส\nอีสาน\nอีสุกอีใส\nอีหรอบ\nอีหลักอีเหลื่อ\nอีหลี\nอีหลุกขลุกขลัก\nอีหลุกขลุกขลุ่ย\nอีเห็น\nอีเหน็บ\nอีเหนียว\nอีเหละเขละขละ\nอีเหละเขะขะ\nอีโหน่อีเหน่\nอีโหลกโขลกเขลก\nอีแอ่น\nอึ\nอึก\nอึ้ก\nอึ๊ก\nอึกทึก\nอึกอัก\nอึง\nอึ่ง\nอึ้ง\nอึด\nอึดตะปือ\nอึ้ดทึ่ด\nอึน\nอืด\nอื่น\nอื้น\nอือ\nอื้อ\nอื้อฮือ\nอุ\nอุก\nอุกกา\nอุกกาบาต\nอุกฤษฏ์\nอุกลาบาต\nอุค\nอุคระ\nอุคหนิมิต\nอุโฆษ\nอุ้ง\nอุจ\nอุจจาระ\nอุจฉุ\nอุจเฉท\nอุจเฉททิฐิ\nอุจาด\nอุชุ\nอุฏฐาการ\nอุณหภูมิ\nอุณหะ\nอุณหาหาร\nอุณหิส\nอุณา\nอุณาโลม\nอุด\nอุดเตา\nอุดม\nอุดมการณ์\nอุดมคติ\nอุดมศึกษา\nอุดร\nอุดหนุน\nอุตดม\nอุตตมะ\nอุตมภาพ\nอุตมางค์\nอุตดร\nอุตรกุรุทวีป\nอุตตรายัน\nอุตรนิกาย\nอุตรผลคุนี\nอุตตรผลคุนี\nอุตรภัทรบท\nอุตตรภัทรบท\nอุตตรภัททะ\nอุตราภิมุข\nอุตราวรรต\nอุตราวัฏ\nอุตราษาฒ\nอุตตราสาฬหะ\nอุตราสงค์\nอุตตานภาพ\nอุตพิด\nอุตรา\nอุตริ\nอุตริมนุสธรรม\nอุตลุด\nอุตส่าห์\nอุตสาหกรรม\nอุตสาหะ\nอุตุ\nอุตุนิยม\nอุตุนิยมวิทยา\nอุทก\nอุทกธาร\nอุทกธารา\nอุทกภัย\nอุทกวิทยา\nอุทกศาสตร์\nอุทธรณ์\nอุทธัจ\nอุทยาน\nอุทร\nอุทริยะ\nอุทลุม\nอุทัช\nอุทัย\nอุทาน\nอุทาร\nอุทาหรณ์\nอุทิศ\nอุทุมพร\nอุเทศ\nอุเทสิกเจดีย์\nอุธัจ\nอุ่น\nอุบ\nอุบล\nอุบะ\nอุบ๊ะ\nอุบัติ\nอุบาท\nอุบาทว์\nอุบาย\nอุบาสก\nอุบาสิกา\nอุเบกขา\nอุโบสถ\nอุปกรณ์\nอุปกรม\nอุปการ\nอุปการะ\nอุปการี\nอุปกิเลส\nอุปจาร\nอุปถัมภ์\nอุปถัมภก\nอุปทม\nอุปทูต\nอุปเทศ\nอุปเท่ห์\nอุปธิ\nอุปนัย\nอุปนิกขิต\nอุปนิษัท\nอุปนิสัย\nอุปบัติ\nอุปปาติกะ\nอุปพัทธ์\nอุปพันธ์\nอุปโภค\nอุปมา\nอุปมาน\nอุปไมย\nอุปยุวราช\nอุปรากร\nอุปราคา\nอุปราช\nอุปริ\nอุปริมปริยาย\nอุปโลกน์\nอุปเวท\nอุปสมบท\nอุปสมบัน\nอุปสัมบัน\nอุปสรรค\nอุปสัมปทา\nอุปฮาด\nอุปัชฌาย์\nอุปัชฌายวัตร\nอุปัชฌายะ\nอุปัฏฐาก\nอุปัฏฐานะ\nอุปัทวะ\nอุปัทวันตราย\nอุปาทาน\nอุปาหนา\nอุภัย\nอุ้ม\nอุมงค์\nอุโมงค์\nอุย\nอุ่ย\nอุ้ย\nอุ๊ย\nอุยยาน\nอุยยาม\nอุรณะ\nอุรพี\nอุระ\nอุรังอุตัง\nอุรัจฉัท\nอุรัจฉทะ\nอุรา\nอุรุ\nอุไร\nอุลกมณี\nอุลโลจ\nอุลามก\nอุลิด\nอุโลก\nอุแว้\nอุษณกร\nอุษณกาล\nอุษณรัศมี\nอุษณรุจี\nอุษณาการ\nอุษณีษ์\nอุษมะ\nอุษมัน\nอุษา\nอุษาโยค\nอุสภ\nอุสส่าห์\nอุสสาหะ\nอุสา\nอุสุ\nอุสุภ\nอุสุภราช\nอุสุม\nอุหรับ\nอุหลบ\nอุเหม่\nอุฬาร\nอู\nอู่\nอู้\nอูฐ\nอูด\nอูม\nอูย\nอูรุ\nอู๋อี๋\nเอ\nเอ้\nเอ๊\nเอก\nเอกเขนก\nเอกซเรย์\nเอกรรถประโยค\nเอกัคตา\nเอกังสพยากรณ์\nเอกังสวาที\nเอกา\nเอ้กา\nเอกาธิปไตย\nเอเคอร์\nเอง\nเอ็ง\nเอ๋ง\nเอ็ด\nเอ็ดตะโร\nเอดส์\nเอตทัคคะ\nเอ้เต\nเอทิล\nเอน\nเอ็น\nเอนไซม์\nเอ็นดู\nเอ็นอ่อน\nเอม\nเอ็มบริโอ\nเอย\nเอ่ย\nเอ๊ย\nเอ๋ย\nเอร็ดอร่อย\nเอราวัณ\nเอว\nเอ๊ว\nเอวัง\nเอฬกะ\nเอฬา\nเออ\nเอ่อ\nเออร์เบียม\nเอ้อระเหย\nเอ้อเร้อ\nเอ้อเฮอ\nเอ๊ะ\nเอะใจ\nเอะอะ\nเอะอะมะเทิ่ง\nเอา\nเอาทาร\nเอาทารย์\nเอารส\nเอาฬาร\nเอาะลาย\nเอิก\nเอิกเกริก\nเอิ้น\nเอิบ\nเอียง\nเอี้ยง\nเอียด\nเอี๊ยด\nเอียน\nเอี่ยน\nเอี่ยม\nเอี๊ยม\nเอี้ยมจุ๊น\nเอี้ยมเฟี้ยม\nเอี่ยว\nเอี้ยว\nเอื้อ\nเอื๊อก\nเอื้อง\nเอือด\nเอือน\nเอื้อน\nเอือม\nเอื้อม\nเอื่อย\nเอื้อย\nแอ\nแอ้\nแอ๋\nแอก\nแอกทิเนียม\nแอ่ง\nแอ้งแม้ง\nแอด\nแอ้ด\nแอ๊ด\nแอ่น\nแอนติเจน\nแอนติบอดี\nแอนติอิเล็กตรอน\nแอโนด\nแอบ\nแอม\nแอ้ม\nแอมแปร์\nแอมมิเตอร์\nแอมโมเนีย\nแอร่ม\nแอลกอฮอล์\nแอลฟา\nแอว\nแอ่ว\nแอ้วแซ่ว\nแอสทาทีน\nแอสไพริน\nแอสฟัลต์\nแอหนัง\nแออัด\nโอ\nโอ่\nโอ้\nโอ๋\nโอก\nโอ้ก\nโอ้กอ้าก\nโอ๊ก\nโอกาส\nโอฆชล\nโอฆสงสาร\nโอฆะ\nโอ่ง\nโองการ\nโองโขดง\nโอชะ\nโอชา\nโอโซน\nโอฐ\nโอด\nโอ๊ต\nโอตตัปปะ\nโอทนะ\nโอน\nโอบ\nโอปปาติกะ\nโอภา\nโอภาส\nโอม\nโอย\nโอ๊ย\nโอรส\nโอละพ่อ\nโอลิมปิก\nโอวาท\nโอษฐ์\nโอษฐชะ\nโอษฐภัย\nโอสถ\nโอห์ม\nโอหัง\nโอฬาร\nโอฬาริก\nโอฬารึก\nโอ้เอ้\nโอเอซิส\nโอ้โฮ\nไอ\nไอ้\nไอโซโทป\nไอน์สไตเนียม\nไอยรา\nไอยเรศ\nไอราพต\nไอราวัณ\nไอราวัต\nไอศกรีม\nไอศวรรย์\nไอศุริยสมบัติ\nไอศูรย์\nไอออน\nไอโอดีน\nฮกเกี้ยน\nฮด\nฮวงซุ้ย\nฮวน\nฮ้วนหมู\nฮวบ\nฮ่อ\nฮ้อ\nฮอกกี้\nฮอด\nฮ่อม\nฮ่อยจ๊อ\nฮอร์โมน\nฮอลแลนด์\nฮอลันดา\nฮะ\nฮะเบส\nฮะเรีย\nฮัก\nฮังเล\nฮัจญ์\nฮัจญะฮ์\nฮัจญี\nฮั่น\nฮั้ว\nฮา\nฮ้า\nฮ่างหลวง\nฮาจญ์\nฮาม\nฮาเร็ม\nฮาห์เนียม\nฮิจเราะห์\nฮินดู\nฮิปโปโปเตมัส\nฮิสทีเรีย\nฮีเลียม\nฮึ\nฮึก\nฮึด\nฮึดฮัด\nฮึ่ม\nฮึย\nฮึ่ย\nฮืดฮาด\nฮือ\nฮื่อ\nฮื้อ\nฮื้อฉี่\nฮุด\nฮุบ\nฮุยเลฮุย\nฮู้\nฮูก\nฮูม\nเฮ\nเฮฮา\nเฮกตาร์\nเฮกโตกรัม\nเฮกโตเมตร\nเฮกโตลิตร\nเฮง\nเฮ็ด\nเฮโมโกลบิน\nเฮย\nเฮ่ย\nเฮ้ย\nเฮโรอีน\nเฮลิคอปเตอร์\nเฮโล\nเฮละโล\nเฮ้ว\nเฮอ\nเฮ่อ\nเฮ้อ\nเฮอริเคน\nเฮิรตซ์\nเฮี้ยน\nเฮี้ยบ\nเฮี้ยว\nเฮือก\nเฮือน\nแฮ\nแฮ่\nแฮก\nแฮ่กึ๊น\nแฮนด์บอล\nแฮฟเนียม\nแฮม\nแฮะ\nโฮ\nโฮก\nโฮ่ง\nโฮ้ง\nโฮเต็ล\nโฮลเมียม\nโฮะ\nไฮ้\nไฮโกรมิเตอร์\nไฮดรา\nไฮโดร\nไฮโดรคาร์บอน\nไฮโดรเจน\nไฮโดรมิเตอร์\nไฮไฟ\nไฮโล\nไฮฮี\n"
+              .split(/[\r\n]+/)
+              .filter(function (w) {
+                return w.length > 1;
+              })
+      this.addWords(words, false)
+    }
+    if(finalize){
+      this.finalizeDict();
+    }
+  },
+
+  dictSeek: function (l, r, ch, strOffset, pos) {
+    var ans = null;
+    while (l <= r) {
+      var m = Math.floor((l + r) / 2),
+        dict_item = this.dict[m],
+        len = dict_item.length;
+      if (len <= strOffset) {
+        l = m + 1;
+      } else {
+        var ch_ = dict_item[strOffset];
+        if (ch_ < ch) {
+          l = m + 1;
+        } else if (ch_ > ch) {
+          r = m - 1;
+        } else {
+          ans = m;
+          if (pos == LEFT) {
+            r = m - 1;
+          } else {
+            l = m + 1;
+          }
+        }
+      }
+    }
+    return ans;
+  },
+
+  isFinal: function (acceptor) {
+    return this.dict[acceptor.l].length == acceptor.strOffset;
+  },
+
+  createAcceptor: function () {
+    return {
+      l: 0,
+      r: this.dict.length - 1,
+      strOffset: 0,
+      isFinal: false,
+      dict: this,
+      transit: function (ch) {
+        return this.dict.transit(this, ch);
+      },
+      isError: false,
+      tag: "DICT",
+      w: 1,
+      type: "DICT"
+    };
+  },
+
+  transit: function (acceptor, ch) {
+    var l = this.dictSeek(acceptor.l,
+      acceptor.r,
+      ch,
+      acceptor.strOffset,
+      LEFT);
+    if (l !== null) {
+      var r = this.dictSeek(l,
+        acceptor.r,
+        ch,
+        acceptor.strOffset,
+        RIGHT);
+      acceptor.l = l;
+      acceptor.r = r;
+      acceptor.strOffset++;
+      acceptor.isFinal = this.isFinal(acceptor);
+    } else {
+      acceptor.isError = true;
+    }
+    return acceptor;
+  },
+
+  sortuniq: function(a){
+    return a.sort().filter(function(item, pos, arr){
+      return !pos || item != arr[pos - 1];
+    })
+  },
+
+  flatten: function(a){
+    //[[1,2],[3]] -> [1,2,3]
+    return [].concat.apply([], a);
+  }
+};
+module.exports = WordcutDict;
+
+}).call(this,"/dist/tmp")
+},{"glob":16,"path":22}],3:[function(require,module,exports){
+var WordRule = {
+  createAcceptor: function(tag) {
+    if (tag["WORD_RULE"])
+      return null;
+
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              var lch = ch.toLowerCase();
+              if (lch >= "a" && lch <= "z") {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: "WORD_RULE",
+            type: "WORD_RULE",
+            w: 1};
+  }
+};
+
+var NumberRule = {
+  createAcceptor: function(tag) {
+    if (tag["NUMBER_RULE"])
+      return null;
+
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (ch >= "0" && ch <= "9") {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: "NUMBER_RULE",
+            type: "NUMBER_RULE",
+            w: 1};
+  }
+};
+
+var SpaceRule = {
+  tag: "SPACE_RULE",
+  createAcceptor: function(tag) {
+
+    if (tag["SPACE_RULE"])
+      return null;
+
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (ch == " " || ch == "\t" || ch == "\r" || ch == "\n" ||
+                  ch == "\u00A0" || ch=="\u2003"//nbsp and emsp
+                 ) {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: SpaceRule.tag,
+            w: 1,
+            type: "SPACE_RULE"};
+  }
+}
+
+var SingleSymbolRule = {
+  tag: "SINSYM",
+  createAcceptor: function(tag) {
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (this.strOffset == 0 && ch.match(/^[\@\(\)\/\,\-\."`]$/)) {
+                this.isFinal = true;
+                this.strOffset++;
+              } else {
+                this.isError = true;
+              }
+              return this;
+            },
+            isError: false,
+            tag: "SINSYM",
+            w: 1,
+            type: "SINSYM"};
+  }
+}
+
+
+var LatinRules = [WordRule, SpaceRule, SingleSymbolRule, NumberRule];
+
+module.exports = LatinRules;
+
+},{}],4:[function(require,module,exports){
+var _ = require("underscore")
+  , WordcutCore = require("./wordcut_core");
+var PathInfoBuilder = {
+
+  /*
+    buildByPartAcceptors: function(path, acceptors, i) {
+    var 
+    var genInfos = partAcceptors.reduce(function(genInfos, acceptor) {
+      
+    }, []);
+    
+    return genInfos;
+  } 
+  */
+
+  buildByAcceptors: function(path, finalAcceptors, i) {
+    var self = this;
+    var infos = finalAcceptors.map(function(acceptor) {
+      var p = i - acceptor.strOffset + 1
+        , _info = path[p];            
+      
+      var info = {p: p, 
+                  mw: _info.mw + (acceptor.mw === undefined ? 0 : acceptor.mw),
+                  w: acceptor.w + _info.w,
+                  unk: (acceptor.unk ? acceptor.unk : 0) + _info.unk, 
+                  type: acceptor.type};
+
+      if (acceptor.type == "PART") {
+        for(var j = p + 1; j <= i; j++) {
+          path[j].merge = p;
+        }
+        info.merge = p;
+      }
+
+      return info;
+    });
+    return infos.filter(function(info) { return info; });
+  },
+  
+  fallback: function(path, leftBoundary, text, i) {
+    var _info = path[leftBoundary];
+    if (text[i].match(/[\u0E48-\u0E4E]/)) {
+      if (leftBoundary != 0) 
+        leftBoundary = path[leftBoundary].p;
+      return {p: leftBoundary,
+              mw: 0,
+              w: 1 + _info.w,
+              unk: 1 + _info.unk,
+              type: "UNK"};      
+/*    } else if(leftBoundary > 0 && path[leftBoundary].type !== "UNK") {
+      leftBoundary = path[leftBoundary].p;
+      return {p: leftBoundary,
+              w: 1 + _info.w,
+              unk: 1 + _info.unk,
+              type: "UNK"};            */
+    } else {      
+      return {p: leftBoundary,
+              mw: _info.mw,
+              w: 1 + _info.w,
+              unk: 1 + _info.unk,
+              type: "UNK"};
+    }
+  },
+  
+  build: function(path, finalAcceptors, i, leftBoundary, text) {
+    var basicPathInfos = this.buildByAcceptors(path, finalAcceptors, i);
+    if (basicPathInfos.length > 0) {
+      return basicPathInfos;
+    } else {
+      return [this.fallback(path, leftBoundary, text, i)];
+    }
+  }
+};
+
+module.exports = function() {
+  return _.clone(PathInfoBuilder);
+}
+
+},{"./wordcut_core":8,"underscore":25}],5:[function(require,module,exports){
+var _ = require("underscore");
+
+
+var PathSelector = {
+  selectPath: function(paths) {
+    var path = paths.reduce(function(selectedPath, path) {
+      if (selectedPath == null) {        
+        return path;
+      } else {
+        if (path.unk < selectedPath.unk) 
+          return path;        
+        if (path.unk == selectedPath.unk) {
+          if (path.mw < selectedPath.mw)
+            return path
+          if (path.mw == selectedPath.mw) {
+            if (path.w < selectedPath.w) 
+              return path;
+          }
+        }
+        return selectedPath;
+      }
+    }, null);
+    return path;
+  },
+  
+  createPath: function() {
+    return [{p:null, w:0, unk:0, type: "INIT", mw:0}];
+  }
+};
+
+module.exports = function() {
+  return _.clone(PathSelector);
+};
+
+},{"underscore":25}],6:[function(require,module,exports){
+function isMatch(pat, offset, ch) {
+  if (pat.length <= offset)
+    return false;
+  var _ch = pat[offset];
+  return _ch == ch ||
+         (_ch.match(/[กข]/) && ch.match(/[ก-ฮ]/)) ||
+         (_ch.match(/[มบ]/) && ch.match(/[ก-ฮ]/)) ||
+         (_ch.match(/\u0E49/) && ch.match(/[\u0E48-\u0E4B]/));
+}
+
+var Rule0 = {
+  pat: "เหก็ม",
+  createAcceptor: function(tag) {
+    return {strOffset: 0,
+            isFinal: false,
+            transit: function(ch) {
+              if (isMatch(Rule0.pat, this.strOffset,ch)) {                 
+                this.isFinal = (this.strOffset + 1 == Rule0.pat.length);                
+                this.strOffset++;
+              } else {              
+                this.isError = true;             
+              }
+              return this;
+            },
+            isError: false,
+            tag: "THAI_RULE",
+            type: "THAI_RULE", 
+            w: 1};                        
+  }
+};
+
+var PartRule = {
+  createAcceptor: function(tag) {
+    return {strOffset: 0,
+            patterns: [
+              "แก", "เก", "ก้", "กก์", "กา", "กี", "กิ", "กืก"  
+            ],
+            isFinal: false,
+            transit: function(ch) {
+              var offset = this.strOffset;
+              this.patterns = this.patterns.filter(function(pat) {
+                return isMatch(pat, offset, ch);
+              });
+              
+              if (this.patterns.length > 0) {
+                var len = 1 + offset;
+                this.isFinal = this.patterns.some(function(pat) {
+                  return pat.length == len; 
+                });
+                this.strOffset++;
+              } else {              
+                this.isError = true;             
+              }
+              return this;
+            },
+            isError: false,
+            tag: "PART",
+            type: "PART", 
+            unk: 1,
+            w: 1};                        
+  }
+};
+
+var ThaiRules = [Rule0, PartRule];
+
+module.exports = ThaiRules;
+
+},{}],7:[function(require,module,exports){
+var sys = require("sys")
+  , WordcutDict = require("./dict")
+  , WordcutCore = require("./wordcut_core")
+  , PathInfoBuilder = require("./path_info_builder")
+  , PathSelector = require("./path_selector")
+  , Acceptors = require("./acceptors")
+  , latinRules = require("./latin_rules")
+  , thaiRules = require("./thai_rules")
+  , _ = require("underscore");
+
+
+var Wordcut = Object.create(WordcutCore);
+Wordcut.defaultPathInfoBuilder = PathInfoBuilder;
+Wordcut.defaultPathSelector = PathSelector;
+Wordcut.defaultAcceptors = Acceptors;
+Wordcut.defaultLatinRules = latinRules;
+Wordcut.defaultThaiRules = thaiRules;
+Wordcut.defaultDict = WordcutDict;
+
+
+Wordcut.initNoDict = function(dict_path) {
+  var self = this;
+  self.pathInfoBuilder = new self.defaultPathInfoBuilder;
+  self.pathSelector = new self.defaultPathSelector;
+  self.acceptors = new self.defaultAcceptors;
+  self.defaultLatinRules.forEach(function(rule) {
+    self.acceptors.creators.push(rule);
+  });
+  self.defaultThaiRules.forEach(function(rule) {
+    self.acceptors.creators.push(rule);
+  });
+};
+
+Wordcut.init = function(dict_path, withDefault, additionalWords) {
+  withDefault = withDefault || false;
+  this.initNoDict();
+  var dict = _.clone(this.defaultDict);
+  dict.init(dict_path, withDefault, additionalWords);
+  this.acceptors.creators.push(dict);
+};
+
+module.exports = Wordcut;
+
+},{"./acceptors":1,"./dict":2,"./latin_rules":3,"./path_info_builder":4,"./path_selector":5,"./thai_rules":6,"./wordcut_core":8,"sys":28,"underscore":25}],8:[function(require,module,exports){
+var WordcutCore = {
+
+  buildPath: function(text) {
+    var self = this
+      , path = self.pathSelector.createPath()
+      , leftBoundary = 0;
+    self.acceptors.reset();
+    for (var i = 0; i < text.length; i++) {
+      var ch = text[i];
+      self.acceptors.transit(ch);
+
+      var possiblePathInfos = self
+        .pathInfoBuilder
+        .build(path,
+               self.acceptors.getFinalAcceptors(),
+               i,
+               leftBoundary,
+               text);
+      var selectedPath = self.pathSelector.selectPath(possiblePathInfos)
+
+      path.push(selectedPath);
+      if (selectedPath.type !== "UNK") {
+        leftBoundary = i;
+      }
+    }
+    return path;
+  },
+
+  pathToRanges: function(path) {
+    var e = path.length - 1
+     , ranges = [];
+
+    while (e > 0) {
+      var info = path[e]
+       , s = info.p;
+
+      if (info.merge !== undefined && ranges.length > 0) {
+        var r = ranges[ranges.length - 1];
+        r.s = info.merge;
+        s = r.s;
+      } else {
+        ranges.push({s:s, e:e});
+      }
+      e = s;
+    }
+    return ranges.reverse();
+  },
+
+  rangesToText: function(text, ranges, delimiter) {
+    return ranges.map(function(r) {
+      return text.substring(r.s, r.e);
+    }).join(delimiter);
+  },
+
+  cut: function(text, delimiter) {
+    var path = this.buildPath(text)
+      , ranges = this.pathToRanges(path);
+    return this
+      .rangesToText(text, ranges,
+                    (delimiter === undefined ? "|" : delimiter));
+  },
+
+  cutIntoRanges: function(text, noText) {
+    var path = this.buildPath(text)
+      , ranges = this.pathToRanges(path);
+
+    if (!noText) {
+      ranges.forEach(function(r) {
+        r.text = text.substring(r.s, r.e);
+      });
+    }
+    return ranges;
+  },
+
+  cutIntoArray: function(text) {
+    var path = this.buildPath(text)
+      , ranges = this.pathToRanges(path);
+    
+    return ranges.map(function(r) {
+      return text.substring(r.s, r.e)
+    });
+  }
+};
+
+module.exports = WordcutCore;
+
+},{}],9:[function(require,module,exports){
+// http://wiki.commonjs.org/wiki/Unit_Testing/1.0
+//
+// THIS IS NOT TESTED NOR LIKELY TO WORK OUTSIDE V8!
+//
+// Originally from narwhal.js (http://narwhaljs.org)
+// Copyright (c) 2009 Thomas Robinson <280north.com>
+//
+// Permission is hereby granted, free of charge, to any person obtaining a copy
+// of this software and associated documentation files (the 'Software'), to
+// deal in the Software without restriction, including without limitation the
+// rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
+// sell copies of the Software, and to permit persons to whom the Software is
+// furnished to do so, subject to the following conditions:
+//
+// The above copyright notice and this permission notice shall be included in
+// all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED 'AS IS', WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+// AUTHORS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN
+// ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
+// WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+// when used in node, this will actually load the util module we depend on
+// versus loading the builtin util module as happens otherwise
+// this is a bug in node module loading as far as I am concerned
+var util = require('util/');
+
+var pSlice = Array.prototype.slice;
+var hasOwn = Object.prototype.hasOwnProperty;
+
+// 1. The assert module provides functions that throw
+// AssertionError's when particular conditions are not met. The
+// assert module must conform to the following interface.
+
+var assert = module.exports = ok;
+
+// 2. The AssertionError is defined in assert.
+// new assert.AssertionError({ message: message,
+//                             actual: actual,
+//                             expected: expected })
+
+assert.AssertionError = function AssertionError(options) {
+  this.name = 'AssertionError';
+  this.actual = options.actual;
+  this.expected = options.expected;
+  this.operator = options.operator;
+  if (options.message) {
+    this.message = options.message;
+    this.generatedMessage = false;
+  } else {
+    this.message = getMessage(this);
+    this.generatedMessage = true;
+  }
+  var stackStartFunction = options.stackStartFunction || fail;
+
+  if (Error.captureStackTrace) {
+    Error.captureStackTrace(this, stackStartFunction);
+  }
+  else {
+    // non v8 browsers so we can have a stacktrace
+    var err = new Error();
+    if (err.stack) {
+      var out = err.stack;
+
+      // try to strip useless frames
+      var fn_name = stackStartFunction.name;
+      var idx = out.indexOf('\n' + fn_name);
+      if (idx >= 0) {
+        // once we have located the function frame
+        // we need to strip out everything before it (and its line)
+        var next_line = out.indexOf('\n', idx + 1);
+        out = out.substring(next_line + 1);
+      }
+
+      this.stack = out;
+    }
+  }
+};
+
+// assert.AssertionError instanceof Error
+util.inherits(assert.AssertionError, Error);
+
+function replacer(key, value) {
+  if (util.isUndefined(value)) {
+    return '' + value;
+  }
+  if (util.isNumber(value) && !isFinite(value)) {
+    return value.toString();
+  }
+  if (util.isFunction(value) || util.isRegExp(value)) {
+    return value.toString();
+  }
+  return value;
+}
+
+function truncate(s, n) {
+  if (util.isString(s)) {
+    return s.length < n ? s : s.slice(0, n);
+  } else {
+    return s;
+  }
+}
+
+function getMessage(self) {
+  return truncate(JSON.stringify(self.actual, replacer), 128) + ' ' +
+         self.operator + ' ' +
+         truncate(JSON.stringify(self.expected, replacer), 128);
+}
+
+// At present only the three keys mentioned above are used and
+// understood by the spec. Implementations or sub modules can pass
+// other keys to the AssertionError's constructor - they will be
+// ignored.
+
+// 3. All of the following functions must throw an AssertionError
+// when a corresponding condition is not met, with a message that
+// may be undefined if not provided.  All assertion methods provide
+// both the actual and expected values to the assertion error for
+// display purposes.
+
+function fail(actual, expected, message, operator, stackStartFunction) {
+  throw new assert.AssertionError({
+    message: message,
+    actual: actual,
+    expected: expected,
+    operator: operator,
+    stackStartFunction: stackStartFunction
+  });
+}
+
+// EXTENSION! allows for well behaved errors defined elsewhere.
+assert.fail = fail;
+
+// 4. Pure assertion tests whether a value is truthy, as determined
+// by !!guard.
+// assert.ok(guard, message_opt);
+// This statement is equivalent to assert.equal(true, !!guard,
+// message_opt);. To test strictly for the value true, use
+// assert.strictEqual(true, guard, message_opt);.
+
+function ok(value, message) {
+  if (!value) fail(value, true, message, '==', assert.ok);
+}
+assert.ok = ok;
+
+// 5. The equality assertion tests shallow, coercive equality with
+// ==.
+// assert.equal(actual, expected, message_opt);
+
+assert.equal = function equal(actual, expected, message) {
+  if (actual != expected) fail(actual, expected, message, '==', assert.equal);
+};
+
+// 6. The non-equality assertion tests for whether two objects are not equal
+// with != assert.notEqual(actual, expected, message_opt);
+
+assert.notEqual = function notEqual(actual, expected, message) {
+  if (actual == expected) {
+    fail(actual, expected, message, '!=', assert.notEqual);
+  }
+};
+
+// 7. The equivalence assertion tests a deep equality relation.
+// assert.deepEqual(actual, expected, message_opt);
+
+assert.deepEqual = function deepEqual(actual, expected, message) {
+  if (!_deepEqual(actual, expected)) {
+    fail(actual, expected, message, 'deepEqual', assert.deepEqual);
+  }
+};
+
+function _deepEqual(actual, expected) {
+  // 7.1. All identical values are equivalent, as determined by ===.
+  if (actual === expected) {
+    return true;
+
+  } else if (util.isBuffer(actual) && util.isBuffer(expected)) {
+    if (actual.length != expected.length) return false;
+
+    for (var i = 0; i < actual.length; i++) {
+      if (actual[i] !== expected[i]) return false;
+    }
+
+    return true;
+
+  // 7.2. If the expected value is a Date object, the actual value is
+  // equivalent if it is also a Date object that refers to the same time.
+  } else if (util.isDate(actual) && util.isDate(expected)) {
+    return actual.getTime() === expected.getTime();
+
+  // 7.3 If the expected value is a RegExp object, the actual value is
+  // equivalent if it is also a RegExp object with the same source and
+  // properties (`global`, `multiline`, `lastIndex`, `ignoreCase`).
+  } else if (util.isRegExp(actual) && util.isRegExp(expected)) {
+    return actual.source === expected.source &&
+           actual.global === expected.global &&
+           actual.multiline === expected.multiline &&
+           actual.lastIndex === expected.lastIndex &&
+           actual.ignoreCase === expected.ignoreCase;
+
+  // 7.4. Other pairs that do not both pass typeof value == 'object',
+  // equivalence is determined by ==.
+  } else if (!util.isObject(actual) && !util.isObject(expected)) {
+    return actual == expected;
+
+  // 7.5 For all other Object pairs, including Array objects, equivalence is
+  // determined by having the same number of owned properties (as verified
+  // with Object.prototype.hasOwnProperty.call), the same set of keys
+  // (although not necessarily the same order), equivalent values for every
+  // corresponding key, and an identical 'prototype' property. Note: this
+  // accounts for both named and indexed properties on Arrays.
+  } else {
+    return objEquiv(actual, expected);
+  }
+}
+
+function isArguments(object) {
+  return Object.prototype.toString.call(object) == '[object Arguments]';
+}
+
+function objEquiv(a, b) {
+  if (util.isNullOrUndefined(a) || util.isNullOrUndefined(b))
+    return false;
+  // an identical 'prototype' property.
+  if (a.prototype !== b.prototype) return false;
+  // if one is a primitive, the other must be same
+  if (util.isPrimitive(a) || util.isPrimitive(b)) {
+    return a === b;
+  }
+  var aIsArgs = isArguments(a),
+      bIsArgs = isArguments(b);
+  if ((aIsArgs && !bIsArgs) || (!aIsArgs && bIsArgs))
+    return false;
+  if (aIsArgs) {
+    a = pSlice.call(a);
+    b = pSlice.call(b);
+    return _deepEqual(a, b);
+  }
+  var ka = objectKeys(a),
+      kb = objectKeys(b),
+      key, i;
+  // having the same number of owned properties (keys incorporates
+  // hasOwnProperty)
+  if (ka.length != kb.length)
+    return false;
+  //the same set of keys (although not necessarily the same order),
+  ka.sort();
+  kb.sort();
+  //~~~cheap key test
+  for (i = ka.length - 1; i >= 0; i--) {
+    if (ka[i] != kb[i])
+      return false;
+  }
+  //equivalent values for every corresponding key, and
+  //~~~possibly expensive deep test
+  for (i = ka.length - 1; i >= 0; i--) {
+    key = ka[i];
+    if (!_deepEqual(a[key], b[key])) return false;
+  }
+  return true;
+}
+
+// 8. The non-equivalence assertion tests for any deep inequality.
+// assert.notDeepEqual(actual, expected, message_opt);
+
+assert.notDeepEqual = function notDeepEqual(actual, expected, message) {
+  if (_deepEqual(actual, expected)) {
+    fail(actual, expected, message, 'notDeepEqual', assert.notDeepEqual);
+  }
+};
+
+// 9. The strict equality assertion tests strict equality, as determined by ===.
+// assert.strictEqual(actual, expected, message_opt);
+
+assert.strictEqual = function strictEqual(actual, expected, message) {
+  if (actual !== expected) {
+    fail(actual, expected, message, '===', assert.strictEqual);
+  }
+};
+
+// 10. The strict non-equality assertion tests for strict inequality, as
+// determined by !==.  assert.notStrictEqual(actual, expected, message_opt);
+
+assert.notStrictEqual = function notStrictEqual(actual, expected, message) {
+  if (actual === expected) {
+    fail(actual, expected, message, '!==', assert.notStrictEqual);
+  }
+};
+
+function expectedException(actual, expected) {
+  if (!actual || !expected) {
+    return false;
+  }
+
+  if (Object.prototype.toString.call(expected) == '[object RegExp]') {
+    return expected.test(actual);
+  } else if (actual instanceof expected) {
+    return true;
+  } else if (expected.call({}, actual) === true) {
+    return true;
+  }
+
+  return false;
+}
+
+function _throws(shouldThrow, block, expected, message) {
+  var actual;
+
+  if (util.isString(expected)) {
+    message = expected;
+    expected = null;
+  }
+
+  try {
+    block();
+  } catch (e) {
+    actual = e;
+  }
+
+  message = (expected && expected.name ? ' (' + expected.name + ').' : '.') +
+            (message ? ' ' + message : '.');
+
+  if (shouldThrow && !actual) {
+    fail(actual, expected, 'Missing expected exception' + message);
+  }
+
+  if (!shouldThrow && expectedException(actual, expected)) {
+    fail(actual, expected, 'Got unwanted exception' + message);
+  }
+
+  if ((shouldThrow && actual && expected &&
+      !expectedException(actual, expected)) || (!shouldThrow && actual)) {
+    throw actual;
+  }
+}
+
+// 11. Expected to throw an error:
+// assert.throws(block, Error_opt, message_opt);
+
+assert.throws = function(block, /*optional*/error, /*optional*/message) {
+  _throws.apply(this, [true].concat(pSlice.call(arguments)));
+};
+
+// EXTENSION! This is annoying to write outside this module.
+assert.doesNotThrow = function(block, /*optional*/message) {
+  _throws.apply(this, [false].concat(pSlice.call(arguments)));
+};
+
+assert.ifError = function(err) { if (err) {throw err;}};
+
+var objectKeys = Object.keys || function (obj) {
+  var keys = [];
+  for (var key in obj) {
+    if (hasOwn.call(obj, key)) keys.push(key);
+  }
+  return keys;
+};
+
+},{"util/":28}],10:[function(require,module,exports){
+'use strict';
+module.exports = balanced;
+function balanced(a, b, str) {
+  if (a instanceof RegExp) a = maybeMatch(a, str);
+  if (b instanceof RegExp) b = maybeMatch(b, str);
+
+  var r = range(a, b, str);
+
+  return r && {
+    start: r[0],
+    end: r[1],
+    pre: str.slice(0, r[0]),
+    body: str.slice(r[0] + a.length, r[1]),
+    post: str.slice(r[1] + b.length)
+  };
+}
+
+function maybeMatch(reg, str) {
+  var m = str.match(reg);
+  return m ? m[0] : null;
+}
+
+balanced.range = range;
+function range(a, b, str) {
+  var begs, beg, left, right, result;
+  var ai = str.indexOf(a);
+  var bi = str.indexOf(b, ai + 1);
+  var i = ai;
+
+  if (ai >= 0 && bi > 0) {
+    begs = [];
+    left = str.length;
+
+    while (i >= 0 && !result) {
+      if (i == ai) {
+        begs.push(i);
+        ai = str.indexOf(a, i + 1);
+      } else if (begs.length == 1) {
+        result = [ begs.pop(), bi ];
+      } else {
+        beg = begs.pop();
+        if (beg < left) {
+          left = beg;
+          right = bi;
+        }
+
+        bi = str.indexOf(b, i + 1);
+      }
+
+      i = ai < bi && ai >= 0 ? ai : bi;
+    }
+
+    if (begs.length) {
+      result = [ left, right ];
+    }
+  }
+
+  return result;
+}
+
+},{}],11:[function(require,module,exports){
+var concatMap = require('concat-map');
+var balanced = require('balanced-match');
+
+module.exports = expandTop;
+
+var escSlash = '\0SLASH'+Math.random()+'\0';
+var escOpen = '\0OPEN'+Math.random()+'\0';
+var escClose = '\0CLOSE'+Math.random()+'\0';
+var escComma = '\0COMMA'+Math.random()+'\0';
+var escPeriod = '\0PERIOD'+Math.random()+'\0';
+
+function numeric(str) {
+  return parseInt(str, 10) == str
+    ? parseInt(str, 10)
+    : str.charCodeAt(0);
+}
+
+function escapeBraces(str) {
+  return str.split('\\\\').join(escSlash)
+            .split('\\{').join(escOpen)
+            .split('\\}').join(escClose)
+            .split('\\,').join(escComma)
+            .split('\\.').join(escPeriod);
+}
+
+function unescapeBraces(str) {
+  return str.split(escSlash).join('\\')
+            .split(escOpen).join('{')
+            .split(escClose).join('}')
+            .split(escComma).join(',')
+            .split(escPeriod).join('.');
+}
+
+
+// Basically just str.split(","), but handling cases
+// where we have nested braced sections, which should be
+// treated as individual members, like {a,{b,c},d}
+function parseCommaParts(str) {
+  if (!str)
+    return [''];
+
+  var parts = [];
+  var m = balanced('{', '}', str);
+
+  if (!m)
+    return str.split(',');
+
+  var pre = m.pre;
+  var body = m.body;
+  var post = m.post;
+  var p = pre.split(',');
+
+  p[p.length-1] += '{' + body + '}';
+  var postParts = parseCommaParts(post);
+  if (post.length) {
+    p[p.length-1] += postParts.shift();
+    p.push.apply(p, postParts);
+  }
+
+  parts.push.apply(parts, p);
+
+  return parts;
+}
+
+function expandTop(str) {
+  if (!str)
+    return [];
+
+  // I don't know why Bash 4.3 does this, but it does.
+  // Anything starting with {} will have the first two bytes preserved
+  // but *only* at the top level, so {},a}b will not expand to anything,
+  // but a{},b}c will be expanded to [a}c,abc].
+  // One could argue that this is a bug in Bash, but since the goal of
+  // this module is to match Bash's rules, we escape a leading {}
+  if (str.substr(0, 2) === '{}') {
+    str = '\\{\\}' + str.substr(2);
+  }
+
+  return expand(escapeBraces(str), true).map(unescapeBraces);
+}
+
+function identity(e) {
+  return e;
+}
+
+function embrace(str) {
+  return '{' + str + '}';
+}
+function isPadded(el) {
+  return /^-?0\d/.test(el);
+}
+
+function lte(i, y) {
+  return i <= y;
+}
+function gte(i, y) {
+  return i >= y;
+}
+
+function expand(str, isTop) {
+  var expansions = [];
+
+  var m = balanced('{', '}', str);
+  if (!m || /\$$/.test(m.pre)) return [str];
+
+  var isNumericSequence = /^-?\d+\.\.-?\d+(?:\.\.-?\d+)?$/.test(m.body);
+  var isAlphaSequence = /^[a-zA-Z]\.\.[a-zA-Z](?:\.\.-?\d+)?$/.test(m.body);
+  var isSequence = isNumericSequence || isAlphaSequence;
+  var isOptions = m.body.indexOf(',') >= 0;
+  if (!isSequence && !isOptions) {
+    // {a},b}
+    if (m.post.match(/,.*\}/)) {
+      str = m.pre + '{' + m.body + escClose + m.post;
+      return expand(str);
+    }
+    return [str];
+  }
+
+  var n;
+  if (isSequence) {
+    n = m.body.split(/\.\./);
+  } else {
+    n = parseCommaParts(m.body);
+    if (n.length === 1) {
+      // x{{a,b}}y ==> x{a}y x{b}y
+      n = expand(n[0], false).map(embrace);
+      if (n.length === 1) {
+        var post = m.post.length
+          ? expand(m.post, false)
+          : [''];
+        return post.map(function(p) {
+          return m.pre + n[0] + p;
+        });
+      }
+    }
+  }
+
+  // at this point, n is the parts, and we know it's not a comma set
+  // with a single entry.
+
+  // no need to expand pre, since it is guaranteed to be free of brace-sets
+  var pre = m.pre;
+  var post = m.post.length
+    ? expand(m.post, false)
+    : [''];
+
+  var N;
+
+  if (isSequence) {
+    var x = numeric(n[0]);
+    var y = numeric(n[1]);
+    var width = Math.max(n[0].length, n[1].length)
+    var incr = n.length == 3
+      ? Math.abs(numeric(n[2]))
+      : 1;
+    var test = lte;
+    var reverse = y < x;
+    if (reverse) {
+      incr *= -1;
+      test = gte;
+    }
+    var pad = n.some(isPadded);
+
+    N = [];
+
+    for (var i = x; test(i, y); i += incr) {
+      var c;
+      if (isAlphaSequence) {
+        c = String.fromCharCode(i);
+        if (c === '\\')
+          c = '';
+      } else {
+        c = String(i);
+        if (pad) {
+          var need = width - c.length;
+          if (need > 0) {
+            var z = new Array(need + 1).join('0');
+            if (i < 0)
+              c = '-' + z + c.slice(1);
+            else
+              c = z + c;
+          }
+        }
+      }
+      N.push(c);
+    }
+  } else {
+    N = concatMap(n, function(el) { return expand(el, false) });
+  }
+
+  for (var j = 0; j < N.length; j++) {
+    for (var k = 0; k < post.length; k++) {
+      var expansion = pre + N[j] + post[k];
+      if (!isTop || isSequence || expansion)
+        expansions.push(expansion);
+    }
+  }
+
+  return expansions;
+}
+
+
+},{"balanced-match":10,"concat-map":13}],12:[function(require,module,exports){
+
+},{}],13:[function(require,module,exports){
+module.exports = function (xs, fn) {
+    var res = [];
+    for (var i = 0; i < xs.length; i++) {
+        var x = fn(xs[i], i);
+        if (isArray(x)) res.push.apply(res, x);
+        else res.push(x);
+    }
+    return res;
+};
+
+var isArray = Array.isArray || function (xs) {
+    return Object.prototype.toString.call(xs) === '[object Array]';
+};
+
+},{}],14:[function(require,module,exports){
+// Copyright Joyent, Inc. and other Node contributors.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a
+// copy of this software and associated documentation files (the
+// "Software"), to deal in the Software without restriction, including
+// without limitation the rights to use, copy, modify, merge, publish,
+// distribute, sublicense, and/or sell copies of the Software, and to permit
+// persons to whom the Software is furnished to do so, subject to the
+// following conditions:
+//
+// The above copyright notice and this permission notice shall be included
+// in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
+// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
+// USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+function EventEmitter() {
+  this._events = this._events || {};
+  this._maxListeners = this._maxListeners || undefined;
+}
+module.exports = EventEmitter;
+
+// Backwards-compat with node 0.10.x
+EventEmitter.EventEmitter = EventEmitter;
+
+EventEmitter.prototype._events = undefined;
+EventEmitter.prototype._maxListeners = undefined;
+
+// By default EventEmitters will print a warning if more than 10 listeners are
+// added to it. This is a useful default which helps finding memory leaks.
+EventEmitter.defaultMaxListeners = 10;
+
+// Obviously not all Emitters should be limited to 10. This function allows
+// that to be increased. Set to zero for unlimited.
+EventEmitter.prototype.setMaxListeners = function(n) {
+  if (!isNumber(n) || n < 0 || isNaN(n))
+    throw TypeError('n must be a positive number');
+  this._maxListeners = n;
+  return this;
+};
+
+EventEmitter.prototype.emit = function(type) {
+  var er, handler, len, args, i, listeners;
+
+  if (!this._events)
+    this._events = {};
+
+  // If there is no 'error' event listener then throw.
+  if (type === 'error') {
+    if (!this._events.error ||
+        (isObject(this._events.error) && !this._events.error.length)) {
+      er = arguments[1];
+      if (er instanceof Error) {
+        throw er; // Unhandled 'error' event
+      }
+      throw TypeError('Uncaught, unspecified "error" event.');
+    }
+  }
+
+  handler = this._events[type];
+
+  if (isUndefined(handler))
+    return false;
+
+  if (isFunction(handler)) {
+    switch (arguments.length) {
+      // fast cases
+      case 1:
+        handler.call(this);
+        break;
+      case 2:
+        handler.call(this, arguments[1]);
+        break;
+      case 3:
+        handler.call(this, arguments[1], arguments[2]);
+        break;
+      // slower
+      default:
+        len = arguments.length;
+        args = new Array(len - 1);
+        for (i = 1; i < len; i++)
+          args[i - 1] = arguments[i];
+        handler.apply(this, args);
+    }
+  } else if (isObject(handler)) {
+    len = arguments.length;
+    args = new Array(len - 1);
+    for (i = 1; i < len; i++)
+      args[i - 1] = arguments[i];
+
+    listeners = handler.slice();
+    len = listeners.length;
+    for (i = 0; i < len; i++)
+      listeners[i].apply(this, args);
+  }
+
+  return true;
+};
+
+EventEmitter.prototype.addListener = function(type, listener) {
+  var m;
+
+  if (!isFunction(listener))
+    throw TypeError('listener must be a function');
+
+  if (!this._events)
+    this._events = {};
+
+  // To avoid recursion in the case that type === "newListener"! Before
+  // adding it to the listeners, first emit "newListener".
+  if (this._events.newListener)
+    this.emit('newListener', type,
+              isFunction(listener.listener) ?
+              listener.listener : listener);
+
+  if (!this._events[type])
+    // Optimize the case of one listener. Don't need the extra array object.
+    this._events[type] = listener;
+  else if (isObject(this._events[type]))
+    // If we've already got an array, just append.
+    this._events[type].push(listener);
+  else
+    // Adding the second element, need to change to array.
+    this._events[type] = [this._events[type], listener];
+
+  // Check for listener leak
+  if (isObject(this._events[type]) && !this._events[type].warned) {
+    var m;
+    if (!isUndefined(this._maxListeners)) {
+      m = this._maxListeners;
+    } else {
+      m = EventEmitter.defaultMaxListeners;
+    }
+
+    if (m && m > 0 && this._events[type].length > m) {
+      this._events[type].warned = true;
+      console.error('(node) warning: possible EventEmitter memory ' +
+                    'leak detected. %d listeners added. ' +
+                    'Use emitter.setMaxListeners() to increase limit.',
+                    this._events[type].length);
+      if (typeof console.trace === 'function') {
+        // not supported in IE 10
+        console.trace();
+      }
+    }
+  }
+
+  return this;
+};
+
+EventEmitter.prototype.on = EventEmitter.prototype.addListener;
+
+EventEmitter.prototype.once = function(type, listener) {
+  if (!isFunction(listener))
+    throw TypeError('listener must be a function');
+
+  var fired = false;
+
+  function g() {
+    this.removeListener(type, g);
+
+    if (!fired) {
+      fired = true;
+      listener.apply(this, arguments);
+    }
+  }
+
+  g.listener = listener;
+  this.on(type, g);
+
+  return this;
+};
+
+// emits a 'removeListener' event iff the listener was removed
+EventEmitter.prototype.removeListener = function(type, listener) {
+  var list, position, length, i;
+
+  if (!isFunction(listener))
+    throw TypeError('listener must be a function');
+
+  if (!this._events || !this._events[type])
+    return this;
+
+  list = this._events[type];
+  length = list.length;
+  position = -1;
+
+  if (list === listener ||
+      (isFunction(list.listener) && list.listener === listener)) {
+    delete this._events[type];
+    if (this._events.removeListener)
+      this.emit('removeListener', type, listener);
+
+  } else if (isObject(list)) {
+    for (i = length; i-- > 0;) {
+      if (list[i] === listener ||
+          (list[i].listener && list[i].listener === listener)) {
+        position = i;
+        break;
+      }
+    }
+
+    if (position < 0)
+      return this;
+
+    if (list.length === 1) {
+      list.length = 0;
+      delete this._events[type];
+    } else {
+      list.splice(position, 1);
+    }
+
+    if (this._events.removeListener)
+      this.emit('removeListener', type, listener);
+  }
+
+  return this;
+};
+
+EventEmitter.prototype.removeAllListeners = function(type) {
+  var key, listeners;
+
+  if (!this._events)
+    return this;
+
+  // not listening for removeListener, no need to emit
+  if (!this._events.removeListener) {
+    if (arguments.length === 0)
+      this._events = {};
+    else if (this._events[type])
+      delete this._events[type];
+    return this;
+  }
+
+  // emit removeListener for all listeners on all events
+  if (arguments.length === 0) {
+    for (key in this._events) {
+      if (key === 'removeListener') continue;
+      this.removeAllListeners(key);
+    }
+    this.removeAllListeners('removeListener');
+    this._events = {};
+    return this;
+  }
+
+  listeners = this._events[type];
+
+  if (isFunction(listeners)) {
+    this.removeListener(type, listeners);
+  } else {
+    // LIFO order
+    while (listeners.length)
+      this.removeListener(type, listeners[listeners.length - 1]);
+  }
+  delete this._events[type];
+
+  return this;
+};
+
+EventEmitter.prototype.listeners = function(type) {
+  var ret;
+  if (!this._events || !this._events[type])
+    ret = [];
+  else if (isFunction(this._events[type]))
+    ret = [this._events[type]];
+  else
+    ret = this._events[type].slice();
+  return ret;
+};
+
+EventEmitter.listenerCount = function(emitter, type) {
+  var ret;
+  if (!emitter._events || !emitter._events[type])
+    ret = 0;
+  else if (isFunction(emitter._events[type]))
+    ret = 1;
+  else
+    ret = emitter._events[type].length;
+  return ret;
+};
+
+function isFunction(arg) {
+  return typeof arg === 'function';
+}
+
+function isNumber(arg) {
+  return typeof arg === 'number';
+}
+
+function isObject(arg) {
+  return typeof arg === 'object' && arg !== null;
+}
+
+function isUndefined(arg) {
+  return arg === void 0;
+}
+
+},{}],15:[function(require,module,exports){
+(function (process){
+exports.alphasort = alphasort
+exports.alphasorti = alphasorti
+exports.setopts = setopts
+exports.ownProp = ownProp
+exports.makeAbs = makeAbs
+exports.finish = finish
+exports.mark = mark
+exports.isIgnored = isIgnored
+exports.childrenIgnored = childrenIgnored
+
+function ownProp (obj, field) {
+  return Object.prototype.hasOwnProperty.call(obj, field)
+}
+
+var path = require("path")
+var minimatch = require("minimatch")
+var isAbsolute = require("path-is-absolute")
+var Minimatch = minimatch.Minimatch
+
+function alphasorti (a, b) {
+  return a.toLowerCase().localeCompare(b.toLowerCase())
+}
+
+function alphasort (a, b) {
+  return a.localeCompare(b)
+}
+
+function setupIgnores (self, options) {
+  self.ignore = options.ignore || []
+
+  if (!Array.isArray(self.ignore))
+    self.ignore = [self.ignore]
+
+  if (self.ignore.length) {
+    self.ignore = self.ignore.map(ignoreMap)
+  }
+}
+
+function ignoreMap (pattern) {
+  var gmatcher = null
+  if (pattern.slice(-3) === '/**') {
+    var gpattern = pattern.replace(/(\/\*\*)+$/, '')
+    gmatcher = new Minimatch(gpattern)
+  }
+
+  return {
+    matcher: new Minimatch(pattern),
+    gmatcher: gmatcher
+  }
+}
+
+function setopts (self, pattern, options) {
+  if (!options)
+    options = {}
+
+  // base-matching: just use globstar for that.
+  if (options.matchBase && -1 === pattern.indexOf("/")) {
+    if (options.noglobstar) {
+      throw new Error("base matching requires globstar")
+    }
+    pattern = "**/" + pattern
+  }
+
+  self.silent = !!options.silent
+  self.pattern = pattern
+  self.strict = options.strict !== false
+  self.realpath = !!options.realpath
+  self.realpathCache = options.realpathCache || Object.create(null)
+  self.follow = !!options.follow
+  self.dot = !!options.dot
+  self.mark = !!options.mark
+  self.nodir = !!options.nodir
+  if (self.nodir)
+    self.mark = true
+  self.sync = !!options.sync
+  self.nounique = !!options.nounique
+  self.nonull = !!options.nonull
+  self.nosort = !!options.nosort
+  self.nocase = !!options.nocase
+  self.stat = !!options.stat
+  self.noprocess = !!options.noprocess
+
+  self.maxLength = options.maxLength || Infinity
+  self.cache = options.cache || Object.create(null)
+  self.statCache = options.statCache || Object.create(null)
+  self.symlinks = options.symlinks || Object.create(null)
+
+  setupIgnores(self, options)
+
+  self.changedCwd = false
+  var cwd = process.cwd()
+  if (!ownProp(options, "cwd"))
+    self.cwd = cwd
+  else {
+    self.cwd = options.cwd
+    self.changedCwd = path.resolve(options.cwd) !== cwd
+  }
+
+  self.root = options.root || path.resolve(self.cwd, "/")
+  self.root = path.resolve(self.root)
+  if (process.platform === "win32")
+    self.root = self.root.replace(/\\/g, "/")
+
+  self.nomount = !!options.nomount
+
+  // disable comments and negation unless the user explicitly
+  // passes in false as the option.
+  options.nonegate = options.nonegate === false ? false : true
+  options.nocomment = options.nocomment === false ? false : true
+  deprecationWarning(options)
+
+  self.minimatch = new Minimatch(pattern, options)
+  self.options = self.minimatch.options
+}
+
+// TODO(isaacs): remove entirely in v6
+// exported to reset in tests
+exports.deprecationWarned
+function deprecationWarning(options) {
+  if (!options.nonegate || !options.nocomment) {
+    if (process.noDeprecation !== true && !exports.deprecationWarned) {
+      var msg = 'glob WARNING: comments and negation will be disabled in v6'
+      if (process.throwDeprecation)
+        throw new Error(msg)
+      else if (process.traceDeprecation)
+        console.trace(msg)
+      else
+        console.error(msg)
+
+      exports.deprecationWarned = true
+    }
+  }
+}
+
+function finish (self) {
+  var nou = self.nounique
+  var all = nou ? [] : Object.create(null)
+
+  for (var i = 0, l = self.matches.length; i < l; i ++) {
+    var matches = self.matches[i]
+    if (!matches || Object.keys(matches).length === 0) {
+      if (self.nonull) {
+        // do like the shell, and spit out the literal glob
+        var literal = self.minimatch.globSet[i]
+        if (nou)
+          all.push(literal)
+        else
+          all[literal] = true
+      }
+    } else {
+      // had matches
+      var m = Object.keys(matches)
+      if (nou)
+        all.push.apply(all, m)
+      else
+        m.forEach(function (m) {
+          all[m] = true
+        })
+    }
+  }
+
+  if (!nou)
+    all = Object.keys(all)
+
+  if (!self.nosort)
+    all = all.sort(self.nocase ? alphasorti : alphasort)
+
+  // at *some* point we statted all of these
+  if (self.mark) {
+    for (var i = 0; i < all.length; i++) {
+      all[i] = self._mark(all[i])
+    }
+    if (self.nodir) {
+      all = all.filter(function (e) {
+        return !(/\/$/.test(e))
+      })
+    }
+  }
+
+  if (self.ignore.length)
+    all = all.filter(function(m) {
+      return !isIgnored(self, m)
+    })
+
+  self.found = all
+}
+
+function mark (self, p) {
+  var abs = makeAbs(self, p)
+  var c = self.cache[abs]
+  var m = p
+  if (c) {
+    var isDir = c === 'DIR' || Array.isArray(c)
+    var slash = p.slice(-1) === '/'
+
+    if (isDir && !slash)
+      m += '/'
+    else if (!isDir && slash)
+      m = m.slice(0, -1)
+
+    if (m !== p) {
+      var mabs = makeAbs(self, m)
+      self.statCache[mabs] = self.statCache[abs]
+      self.cache[mabs] = self.cache[abs]
+    }
+  }
+
+  return m
+}
+
+// lotta situps...
+function makeAbs (self, f) {
+  var abs = f
+  if (f.charAt(0) === '/') {
+    abs = path.join(self.root, f)
+  } else if (isAbsolute(f) || f === '') {
+    abs = f
+  } else if (self.changedCwd) {
+    abs = path.resolve(self.cwd, f)
+  } else {
+    abs = path.resolve(f)
+  }
+  return abs
+}
+
+
+// Return true, if pattern ends with globstar '**', for the accompanying parent directory.
+// Ex:- If node_modules/** is the pattern, add 'node_modules' to ignore list along with it's contents
+function isIgnored (self, path) {
+  if (!self.ignore.length)
+    return false
+
+  return self.ignore.some(function(item) {
+    return item.matcher.match(path) || !!(item.gmatcher && item.gmatcher.match(path))
+  })
+}
+
+function childrenIgnored (self, path) {
+  if (!self.ignore.length)
+    return false
+
+  return self.ignore.some(function(item) {
+    return !!(item.gmatcher && item.gmatcher.match(path))
+  })
+}
+
+}).call(this,require('_process'))
+},{"_process":24,"minimatch":20,"path":22,"path-is-absolute":23}],16:[function(require,module,exports){
+(function (process){
+// Approach:
+//
+// 1. Get the minimatch set
+// 2. For each pattern in the set, PROCESS(pattern, false)
+// 3. Store matches per-set, then uniq them
+//
+// PROCESS(pattern, inGlobStar)
+// Get the first [n] items from pattern that are all strings
+// Join these together.  This is PREFIX.
+//   If there is no more remaining, then stat(PREFIX) and
+//   add to matches if it succeeds.  END.
+//
+// If inGlobStar and PREFIX is symlink and points to dir
+//   set ENTRIES = []
+// else readdir(PREFIX) as ENTRIES
+//   If fail, END
+//
+// with ENTRIES
+//   If pattern[n] is GLOBSTAR
+//     // handle the case where the globstar match is empty
+//     // by pruning it out, and testing the resulting pattern
+//     PROCESS(pattern[0..n] + pattern[n+1 .. $], false)
+//     // handle other cases.
+//     for ENTRY in ENTRIES (not dotfiles)
+//       // attach globstar + tail onto the entry
+//       // Mark that this entry is a globstar match
+//       PROCESS(pattern[0..n] + ENTRY + pattern[n .. $], true)
+//
+//   else // not globstar
+//     for ENTRY in ENTRIES (not dotfiles, unless pattern[n] is dot)
+//       Test ENTRY against pattern[n]
+//       If fails, continue
+//       If passes, PROCESS(pattern[0..n] + item + pattern[n+1 .. $])
+//
+// Caveat:
+//   Cache all stats and readdirs results to minimize syscall.  Since all
+//   we ever care about is existence and directory-ness, we can just keep
+//   `true` for files, and [children,...] for directories, or `false` for
+//   things that don't exist.
+
+module.exports = glob
+
+var fs = require('fs')
+var minimatch = require('minimatch')
+var Minimatch = minimatch.Minimatch
+var inherits = require('inherits')
+var EE = require('events').EventEmitter
+var path = require('path')
+var assert = require('assert')
+var isAbsolute = require('path-is-absolute')
+var globSync = require('./sync.js')
+var common = require('./common.js')
+var alphasort = common.alphasort
+var alphasorti = common.alphasorti
+var setopts = common.setopts
+var ownProp = common.ownProp
+var inflight = require('inflight')
+var util = require('util')
+var childrenIgnored = common.childrenIgnored
+var isIgnored = common.isIgnored
+
+var once = require('once')
+
+function glob (pattern, options, cb) {
+  if (typeof options === 'function') cb = options, options = {}
+  if (!options) options = {}
+
+  if (options.sync) {
+    if (cb)
+      throw new TypeError('callback provided to sync glob')
+    return globSync(pattern, options)
+  }
+
+  return new Glob(pattern, options, cb)
+}
+
+glob.sync = globSync
+var GlobSync = glob.GlobSync = globSync.GlobSync
+
+// old api surface
+glob.glob = glob
+
+glob.hasMagic = function (pattern, options_) {
+  var options = util._extend({}, options_)
+  options.noprocess = true
+
+  var g = new Glob(pattern, options)
+  var set = g.minimatch.set
+  if (set.length > 1)
+    return true
+
+  for (var j = 0; j < set[0].length; j++) {
+    if (typeof set[0][j] !== 'string')
+      return true
+  }
+
+  return false
+}
+
+glob.Glob = Glob
+inherits(Glob, EE)
+function Glob (pattern, options, cb) {
+  if (typeof options === 'function') {
+    cb = options
+    options = null
+  }
+
+  if (options && options.sync) {
+    if (cb)
+      throw new TypeError('callback provided to sync glob')
+    return new GlobSync(pattern, options)
+  }
+
+  if (!(this instanceof Glob))
+    return new Glob(pattern, options, cb)
+
+  setopts(this, pattern, options)
+  this._didRealPath = false
+
+  // process each pattern in the minimatch set
+  var n = this.minimatch.set.length
+
+  // The matches are stored as {<filename>: true,...} so that
+  // duplicates are automagically pruned.
+  // Later, we do an Object.keys() on these.
+  // Keep them as a list so we can fill in when nonull is set.
+  this.matches = new Array(n)
+
+  if (typeof cb === 'function') {
+    cb = once(cb)
+    this.on('error', cb)
+    this.on('end', function (matches) {
+      cb(null, matches)
+    })
+  }
+
+  var self = this
+  var n = this.minimatch.set.length
+  this._processing = 0
+  this.matches = new Array(n)
+
+  this._emitQueue = []
+  this._processQueue = []
+  this.paused = false
+
+  if (this.noprocess)
+    return this
+
+  if (n === 0)
+    return done()
+
+  for (var i = 0; i < n; i ++) {
+    this._process(this.minimatch.set[i], i, false, done)
+  }
+
+  function done () {
+    --self._processing
+    if (self._processing <= 0)
+      self._finish()
+  }
+}
+
+Glob.prototype._finish = function () {
+  assert(this instanceof Glob)
+  if (this.aborted)
+    return
+
+  if (this.realpath && !this._didRealpath)
+    return this._realpath()
+
+  common.finish(this)
+  this.emit('end', this.found)
+}
+
+Glob.prototype._realpath = function () {
+  if (this._didRealpath)
+    return
+
+  this._didRealpath = true
+
+  var n = this.matches.length
+  if (n === 0)
+    return this._finish()
+
+  var self = this
+  for (var i = 0; i < this.matches.length; i++)
+    this._realpathSet(i, next)
+
+  function next () {
+    if (--n === 0)
+      self._finish()
+  }
+}
+
+Glob.prototype._realpathSet = function (index, cb) {
+  var matchset = this.matches[index]
+  if (!matchset)
+    return cb()
+
+  var found = Object.keys(matchset)
+  var self = this
+  var n = found.length
+
+  if (n === 0)
+    return cb()
+
+  var set = this.matches[index] = Object.create(null)
+  found.forEach(function (p, i) {
+    // If there's a problem with the stat, then it means that
+    // one or more of the links in the realpath couldn't be
+    // resolved.  just return the abs value in that case.
+    p = self._makeAbs(p)
+    fs.realpath(p, self.realpathCache, function (er, real) {
+      if (!er)
+        set[real] = true
+      else if (er.syscall === 'stat')
+        set[p] = true
+      else
+        self.emit('error', er) // srsly wtf right here
+
+      if (--n === 0) {
+        self.matches[index] = set
+        cb()
+      }
+    })
+  })
+}
+
+Glob.prototype._mark = function (p) {
+  return common.mark(this, p)
+}
+
+Glob.prototype._makeAbs = function (f) {
+  return common.makeAbs(this, f)
+}
+
+Glob.prototype.abort = function () {
+  this.aborted = true
+  this.emit('abort')
+}
+
+Glob.prototype.pause = function () {
+  if (!this.paused) {
+    this.paused = true
+    this.emit('pause')
+  }
+}
+
+Glob.prototype.resume = function () {
+  if (this.paused) {
+    this.emit('resume')
+    this.paused = false
+    if (this._emitQueue.length) {
+      var eq = this._emitQueue.slice(0)
+      this._emitQueue.length = 0
+      for (var i = 0; i < eq.length; i ++) {
+        var e = eq[i]
+        this._emitMatch(e[0], e[1])
+      }
+    }
+    if (this._processQueue.length) {
+      var pq = this._processQueue.slice(0)
+      this._processQueue.length = 0
+      for (var i = 0; i < pq.length; i ++) {
+        var p = pq[i]
+        this._processing--
+        this._process(p[0], p[1], p[2], p[3])
+      }
+    }
+  }
+}
+
+Glob.prototype._process = function (pattern, index, inGlobStar, cb) {
+  assert(this instanceof Glob)
+  assert(typeof cb === 'function')
+
+  if (this.aborted)
+    return
+
+  this._processing++
+  if (this.paused) {
+    this._processQueue.push([pattern, index, inGlobStar, cb])
+    return
+  }
+
+  //console.error('PROCESS %d', this._processing, pattern)
+
+  // Get the first [n] parts of pattern that are all strings.
+  var n = 0
+  while (typeof pattern[n] === 'string') {
+    n ++
+  }
+  // now n is the index of the first one that is *not* a string.
+
+  // see if there's anything else
+  var prefix
+  switch (n) {
+    // if not, then this is rather simple
+    case pattern.length:
+      this._processSimple(pattern.join('/'), index, cb)
+      return
+
+    case 0:
+      // pattern *starts* with some non-trivial item.
+      // going to readdir(cwd), but not include the prefix in matches.
+      prefix = null
+      break
+
+    default:
+      // pattern has some string bits in the front.
+      // whatever it starts with, whether that's 'absolute' like /foo/bar,
+      // or 'relative' like '../baz'
+      prefix = pattern.slice(0, n).join('/')
+      break
+  }
+
+  var remain = pattern.slice(n)
+
+  // get the list of entries.
+  var read
+  if (prefix === null)
+    read = '.'
+  else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) {
+    if (!prefix || !isAbsolute(prefix))
+      prefix = '/' + prefix
+    read = prefix
+  } else
+    read = prefix
+
+  var abs = this._makeAbs(read)
+
+  //if ignored, skip _processing
+  if (childrenIgnored(this, read))
+    return cb()
+
+  var isGlobStar = remain[0] === minimatch.GLOBSTAR
+  if (isGlobStar)
+    this._processGlobStar(prefix, read, abs, remain, index, inGlobStar, cb)
+  else
+    this._processReaddir(prefix, read, abs, remain, index, inGlobStar, cb)
+}
+
+Glob.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar, cb) {
+  var self = this
+  this._readdir(abs, inGlobStar, function (er, entries) {
+    return self._processReaddir2(prefix, read, abs, remain, index, inGlobStar, entries, cb)
+  })
+}
+
+Glob.prototype._processReaddir2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) {
+
+  // if the abs isn't a dir, then nothing can match!
+  if (!entries)
+    return cb()
+
+  // It will only match dot entries if it starts with a dot, or if
+  // dot is set.  Stuff like @(.foo|.bar) isn't allowed.
+  var pn = remain[0]
+  var negate = !!this.minimatch.negate
+  var rawGlob = pn._glob
+  var dotOk = this.dot || rawGlob.charAt(0) === '.'
+
+  var matchedEntries = []
+  for (var i = 0; i < entries.length; i++) {
+    var e = entries[i]
+    if (e.charAt(0) !== '.' || dotOk) {
+      var m
+      if (negate && !prefix) {
+        m = !e.match(pn)
+      } else {
+        m = e.match(pn)
+      }
+      if (m)
+        matchedEntries.push(e)
+    }
+  }
+
+  //console.error('prd2', prefix, entries, remain[0]._glob, matchedEntries)
+
+  var len = matchedEntries.length
+  // If there are no matched entries, then nothing matches.
+  if (len === 0)
+    return cb()
+
+  // if this is the last remaining pattern bit, then no need for
+  // an additional stat *unless* the user has specified mark or
+  // stat explicitly.  We know they exist, since readdir returned
+  // them.
+
+  if (remain.length === 1 && !this.mark && !this.stat) {
+    if (!this.matches[index])
+      this.matches[index] = Object.create(null)
+
+    for (var i = 0; i < len; i ++) {
+      var e = matchedEntries[i]
+      if (prefix) {
+        if (prefix !== '/')
+          e = prefix + '/' + e
+        else
+          e = prefix + e
+      }
+
+      if (e.charAt(0) === '/' && !this.nomount) {
+        e = path.join(this.root, e)
+      }
+      this._emitMatch(index, e)
+    }
+    // This was the last one, and no stats were needed
+    return cb()
+  }
+
+  // now test all matched entries as stand-ins for that part
+  // of the pattern.
+  remain.shift()
+  for (var i = 0; i < len; i ++) {
+    var e = matchedEntries[i]
+    var newPattern
+    if (prefix) {
+      if (prefix !== '/')
+        e = prefix + '/' + e
+      else
+        e = prefix + e
+    }
+    this._process([e].concat(remain), index, inGlobStar, cb)
+  }
+  cb()
+}
+
+Glob.prototype._emitMatch = function (index, e) {
+  if (this.aborted)
+    return
+
+  if (this.matches[index][e])
+    return
+
+  if (isIgnored(this, e))
+    return
+
+  if (this.paused) {
+    this._emitQueue.push([index, e])
+    return
+  }
+
+  var abs = this._makeAbs(e)
+
+  if (this.nodir) {
+    var c = this.cache[abs]
+    if (c === 'DIR' || Array.isArray(c))
+      return
+  }
+
+  if (this.mark)
+    e = this._mark(e)
+
+  this.matches[index][e] = true
+
+  var st = this.statCache[abs]
+  if (st)
+    this.emit('stat', e, st)
+
+  this.emit('match', e)
+}
+
+Glob.prototype._readdirInGlobStar = function (abs, cb) {
+  if (this.aborted)
+    return
+
+  // follow all symlinked directories forever
+  // just proceed as if this is a non-globstar situation
+  if (this.follow)
+    return this._readdir(abs, false, cb)
+
+  var lstatkey = 'lstat\0' + abs
+  var self = this
+  var lstatcb = inflight(lstatkey, lstatcb_)
+
+  if (lstatcb)
+    fs.lstat(abs, lstatcb)
+
+  function lstatcb_ (er, lstat) {
+    if (er)
+      return cb()
+
+    var isSym = lstat.isSymbolicLink()
+    self.symlinks[abs] = isSym
+
+    // If it's not a symlink or a dir, then it's definitely a regular file.
+    // don't bother doing a readdir in that case.
+    if (!isSym && !lstat.isDirectory()) {
+      self.cache[abs] = 'FILE'
+      cb()
+    } else
+      self._readdir(abs, false, cb)
+  }
+}
+
+Glob.prototype._readdir = function (abs, inGlobStar, cb) {
+  if (this.aborted)
+    return
+
+  cb = inflight('readdir\0'+abs+'\0'+inGlobStar, cb)
+  if (!cb)
+    return
+
+  //console.error('RD %j %j', +inGlobStar, abs)
+  if (inGlobStar && !ownProp(this.symlinks, abs))
+    return this._readdirInGlobStar(abs, cb)
+
+  if (ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+    if (!c || c === 'FILE')
+      return cb()
+
+    if (Array.isArray(c))
+      return cb(null, c)
+  }
+
+  var self = this
+  fs.readdir(abs, readdirCb(this, abs, cb))
+}
+
+function readdirCb (self, abs, cb) {
+  return function (er, entries) {
+    if (er)
+      self._readdirError(abs, er, cb)
+    else
+      self._readdirEntries(abs, entries, cb)
+  }
+}
+
+Glob.prototype._readdirEntries = function (abs, entries, cb) {
+  if (this.aborted)
+    return
+
+  // if we haven't asked to stat everything, then just
+  // assume that everything in there exists, so we can avoid
+  // having to stat it a second time.
+  if (!this.mark && !this.stat) {
+    for (var i = 0; i < entries.length; i ++) {
+      var e = entries[i]
+      if (abs === '/')
+        e = abs + e
+      else
+        e = abs + '/' + e
+      this.cache[e] = true
+    }
+  }
+
+  this.cache[abs] = entries
+  return cb(null, entries)
+}
+
+Glob.prototype._readdirError = function (f, er, cb) {
+  if (this.aborted)
+    return
+
+  // handle errors, and cache the information
+  switch (er.code) {
+    case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205
+    case 'ENOTDIR': // totally normal. means it *does* exist.
+      this.cache[this._makeAbs(f)] = 'FILE'
+      break
+
+    case 'ENOENT': // not terribly unusual
+    case 'ELOOP':
+    case 'ENAMETOOLONG':
+    case 'UNKNOWN':
+      this.cache[this._makeAbs(f)] = false
+      break
+
+    default: // some unusual error.  Treat as failure.
+      this.cache[this._makeAbs(f)] = false
+      if (this.strict) {
+        this.emit('error', er)
+        // If the error is handled, then we abort
+        // if not, we threw out of here
+        this.abort()
+      }
+      if (!this.silent)
+        console.error('glob error', er)
+      break
+  }
+
+  return cb()
+}
+
+Glob.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar, cb) {
+  var self = this
+  this._readdir(abs, inGlobStar, function (er, entries) {
+    self._processGlobStar2(prefix, read, abs, remain, index, inGlobStar, entries, cb)
+  })
+}
+
+
+Glob.prototype._processGlobStar2 = function (prefix, read, abs, remain, index, inGlobStar, entries, cb) {
+  //console.error('pgs2', prefix, remain[0], entries)
+
+  // no entries means not a dir, so it can never have matches
+  // foo.txt/** doesn't match foo.txt
+  if (!entries)
+    return cb()
+
+  // test without the globstar, and with every child both below
+  // and replacing the globstar.
+  var remainWithoutGlobStar = remain.slice(1)
+  var gspref = prefix ? [ prefix ] : []
+  var noGlobStar = gspref.concat(remainWithoutGlobStar)
+
+  // the noGlobStar pattern exits the inGlobStar state
+  this._process(noGlobStar, index, false, cb)
+
+  var isSym = this.symlinks[abs]
+  var len = entries.length
+
+  // If it's a symlink, and we're in a globstar, then stop
+  if (isSym && inGlobStar)
+    return cb()
+
+  for (var i = 0; i < len; i++) {
+    var e = entries[i]
+    if (e.charAt(0) === '.' && !this.dot)
+      continue
+
+    // these two cases enter the inGlobStar state
+    var instead = gspref.concat(entries[i], remainWithoutGlobStar)
+    this._process(instead, index, true, cb)
+
+    var below = gspref.concat(entries[i], remain)
+    this._process(below, index, true, cb)
+  }
+
+  cb()
+}
+
+Glob.prototype._processSimple = function (prefix, index, cb) {
+  // XXX review this.  Shouldn't it be doing the mounting etc
+  // before doing stat?  kinda weird?
+  var self = this
+  this._stat(prefix, function (er, exists) {
+    self._processSimple2(prefix, index, er, exists, cb)
+  })
+}
+Glob.prototype._processSimple2 = function (prefix, index, er, exists, cb) {
+
+  //console.error('ps2', prefix, exists)
+
+  if (!this.matches[index])
+    this.matches[index] = Object.create(null)
+
+  // If it doesn't exist, then just mark the lack of results
+  if (!exists)
+    return cb()
+
+  if (prefix && isAbsolute(prefix) && !this.nomount) {
+    var trail = /[\/\\]$/.test(prefix)
+    if (prefix.charAt(0) === '/') {
+      prefix = path.join(this.root, prefix)
+    } else {
+      prefix = path.resolve(this.root, prefix)
+      if (trail)
+        prefix += '/'
+    }
+  }
+
+  if (process.platform === 'win32')
+    prefix = prefix.replace(/\\/g, '/')
+
+  // Mark this as a match
+  this._emitMatch(index, prefix)
+  cb()
+}
+
+// Returns either 'DIR', 'FILE', or false
+Glob.prototype._stat = function (f, cb) {
+  var abs = this._makeAbs(f)
+  var needDir = f.slice(-1) === '/'
+
+  if (f.length > this.maxLength)
+    return cb()
+
+  if (!this.stat && ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+
+    if (Array.isArray(c))
+      c = 'DIR'
+
+    // It exists, but maybe not how we need it
+    if (!needDir || c === 'DIR')
+      return cb(null, c)
+
+    if (needDir && c === 'FILE')
+      return cb()
+
+    // otherwise we have to stat, because maybe c=true
+    // if we know it exists, but not what it is.
+  }
+
+  var exists
+  var stat = this.statCache[abs]
+  if (stat !== undefined) {
+    if (stat === false)
+      return cb(null, stat)
+    else {
+      var type = stat.isDirectory() ? 'DIR' : 'FILE'
+      if (needDir && type === 'FILE')
+        return cb()
+      else
+        return cb(null, type, stat)
+    }
+  }
+
+  var self = this
+  var statcb = inflight('stat\0' + abs, lstatcb_)
+  if (statcb)
+    fs.lstat(abs, statcb)
+
+  function lstatcb_ (er, lstat) {
+    if (lstat && lstat.isSymbolicLink()) {
+      // If it's a symlink, then treat it as the target, unless
+      // the target does not exist, then treat it as a file.
+      return fs.stat(abs, function (er, stat) {
+        if (er)
+          self._stat2(f, abs, null, lstat, cb)
+        else
+          self._stat2(f, abs, er, stat, cb)
+      })
+    } else {
+      self._stat2(f, abs, er, lstat, cb)
+    }
+  }
+}
+
+Glob.prototype._stat2 = function (f, abs, er, stat, cb) {
+  if (er) {
+    this.statCache[abs] = false
+    return cb()
+  }
+
+  var needDir = f.slice(-1) === '/'
+  this.statCache[abs] = stat
+
+  if (abs.slice(-1) === '/' && !stat.isDirectory())
+    return cb(null, false, stat)
+
+  var c = stat.isDirectory() ? 'DIR' : 'FILE'
+  this.cache[abs] = this.cache[abs] || c
+
+  if (needDir && c !== 'DIR')
+    return cb()
+
+  return cb(null, c, stat)
+}
+
+}).call(this,require('_process'))
+},{"./common.js":15,"./sync.js":17,"_process":24,"assert":9,"events":14,"fs":12,"inflight":18,"inherits":19,"minimatch":20,"once":21,"path":22,"path-is-absolute":23,"util":28}],17:[function(require,module,exports){
+(function (process){
+module.exports = globSync
+globSync.GlobSync = GlobSync
+
+var fs = require('fs')
+var minimatch = require('minimatch')
+var Minimatch = minimatch.Minimatch
+var Glob = require('./glob.js').Glob
+var util = require('util')
+var path = require('path')
+var assert = require('assert')
+var isAbsolute = require('path-is-absolute')
+var common = require('./common.js')
+var alphasort = common.alphasort
+var alphasorti = common.alphasorti
+var setopts = common.setopts
+var ownProp = common.ownProp
+var childrenIgnored = common.childrenIgnored
+
+function globSync (pattern, options) {
+  if (typeof options === 'function' || arguments.length === 3)
+    throw new TypeError('callback provided to sync glob\n'+
+                        'See: https://github.com/isaacs/node-glob/issues/167')
+
+  return new GlobSync(pattern, options).found
+}
+
+function GlobSync (pattern, options) {
+  if (!pattern)
+    throw new Error('must provide pattern')
+
+  if (typeof options === 'function' || arguments.length === 3)
+    throw new TypeError('callback provided to sync glob\n'+
+                        'See: https://github.com/isaacs/node-glob/issues/167')
+
+  if (!(this instanceof GlobSync))
+    return new GlobSync(pattern, options)
+
+  setopts(this, pattern, options)
+
+  if (this.noprocess)
+    return this
+
+  var n = this.minimatch.set.length
+  this.matches = new Array(n)
+  for (var i = 0; i < n; i ++) {
+    this._process(this.minimatch.set[i], i, false)
+  }
+  this._finish()
+}
+
+GlobSync.prototype._finish = function () {
+  assert(this instanceof GlobSync)
+  if (this.realpath) {
+    var self = this
+    this.matches.forEach(function (matchset, index) {
+      var set = self.matches[index] = Object.create(null)
+      for (var p in matchset) {
+        try {
+          p = self._makeAbs(p)
+          var real = fs.realpathSync(p, self.realpathCache)
+          set[real] = true
+        } catch (er) {
+          if (er.syscall === 'stat')
+            set[self._makeAbs(p)] = true
+          else
+            throw er
+        }
+      }
+    })
+  }
+  common.finish(this)
+}
+
+
+GlobSync.prototype._process = function (pattern, index, inGlobStar) {
+  assert(this instanceof GlobSync)
+
+  // Get the first [n] parts of pattern that are all strings.
+  var n = 0
+  while (typeof pattern[n] === 'string') {
+    n ++
+  }
+  // now n is the index of the first one that is *not* a string.
+
+  // See if there's anything else
+  var prefix
+  switch (n) {
+    // if not, then this is rather simple
+    case pattern.length:
+      this._processSimple(pattern.join('/'), index)
+      return
+
+    case 0:
+      // pattern *starts* with some non-trivial item.
+      // going to readdir(cwd), but not include the prefix in matches.
+      prefix = null
+      break
+
+    default:
+      // pattern has some string bits in the front.
+      // whatever it starts with, whether that's 'absolute' like /foo/bar,
+      // or 'relative' like '../baz'
+      prefix = pattern.slice(0, n).join('/')
+      break
+  }
+
+  var remain = pattern.slice(n)
+
+  // get the list of entries.
+  var read
+  if (prefix === null)
+    read = '.'
+  else if (isAbsolute(prefix) || isAbsolute(pattern.join('/'))) {
+    if (!prefix || !isAbsolute(prefix))
+      prefix = '/' + prefix
+    read = prefix
+  } else
+    read = prefix
+
+  var abs = this._makeAbs(read)
+
+  //if ignored, skip processing
+  if (childrenIgnored(this, read))
+    return
+
+  var isGlobStar = remain[0] === minimatch.GLOBSTAR
+  if (isGlobStar)
+    this._processGlobStar(prefix, read, abs, remain, index, inGlobStar)
+  else
+    this._processReaddir(prefix, read, abs, remain, index, inGlobStar)
+}
+
+
+GlobSync.prototype._processReaddir = function (prefix, read, abs, remain, index, inGlobStar) {
+  var entries = this._readdir(abs, inGlobStar)
+
+  // if the abs isn't a dir, then nothing can match!
+  if (!entries)
+    return
+
+  // It will only match dot entries if it starts with a dot, or if
+  // dot is set.  Stuff like @(.foo|.bar) isn't allowed.
+  var pn = remain[0]
+  var negate = !!this.minimatch.negate
+  var rawGlob = pn._glob
+  var dotOk = this.dot || rawGlob.charAt(0) === '.'
+
+  var matchedEntries = []
+  for (var i = 0; i < entries.length; i++) {
+    var e = entries[i]
+    if (e.charAt(0) !== '.' || dotOk) {
+      var m
+      if (negate && !prefix) {
+        m = !e.match(pn)
+      } else {
+        m = e.match(pn)
+      }
+      if (m)
+        matchedEntries.push(e)
+    }
+  }
+
+  var len = matchedEntries.length
+  // If there are no matched entries, then nothing matches.
+  if (len === 0)
+    return
+
+  // if this is the last remaining pattern bit, then no need for
+  // an additional stat *unless* the user has specified mark or
+  // stat explicitly.  We know they exist, since readdir returned
+  // them.
+
+  if (remain.length === 1 && !this.mark && !this.stat) {
+    if (!this.matches[index])
+      this.matches[index] = Object.create(null)
+
+    for (var i = 0; i < len; i ++) {
+      var e = matchedEntries[i]
+      if (prefix) {
+        if (prefix.slice(-1) !== '/')
+          e = prefix + '/' + e
+        else
+          e = prefix + e
+      }
+
+      if (e.charAt(0) === '/' && !this.nomount) {
+        e = path.join(this.root, e)
+      }
+      this.matches[index][e] = true
+    }
+    // This was the last one, and no stats were needed
+    return
+  }
+
+  // now test all matched entries as stand-ins for that part
+  // of the pattern.
+  remain.shift()
+  for (var i = 0; i < len; i ++) {
+    var e = matchedEntries[i]
+    var newPattern
+    if (prefix)
+      newPattern = [prefix, e]
+    else
+      newPattern = [e]
+    this._process(newPattern.concat(remain), index, inGlobStar)
+  }
+}
+
+
+GlobSync.prototype._emitMatch = function (index, e) {
+  var abs = this._makeAbs(e)
+  if (this.mark)
+    e = this._mark(e)
+
+  if (this.matches[index][e])
+    return
+
+  if (this.nodir) {
+    var c = this.cache[this._makeAbs(e)]
+    if (c === 'DIR' || Array.isArray(c))
+      return
+  }
+
+  this.matches[index][e] = true
+  if (this.stat)
+    this._stat(e)
+}
+
+
+GlobSync.prototype._readdirInGlobStar = function (abs) {
+  // follow all symlinked directories forever
+  // just proceed as if this is a non-globstar situation
+  if (this.follow)
+    return this._readdir(abs, false)
+
+  var entries
+  var lstat
+  var stat
+  try {
+    lstat = fs.lstatSync(abs)
+  } catch (er) {
+    // lstat failed, doesn't exist
+    return null
+  }
+
+  var isSym = lstat.isSymbolicLink()
+  this.symlinks[abs] = isSym
+
+  // If it's not a symlink or a dir, then it's definitely a regular file.
+  // don't bother doing a readdir in that case.
+  if (!isSym && !lstat.isDirectory())
+    this.cache[abs] = 'FILE'
+  else
+    entries = this._readdir(abs, false)
+
+  return entries
+}
+
+GlobSync.prototype._readdir = function (abs, inGlobStar) {
+  var entries
+
+  if (inGlobStar && !ownProp(this.symlinks, abs))
+    return this._readdirInGlobStar(abs)
+
+  if (ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+    if (!c || c === 'FILE')
+      return null
+
+    if (Array.isArray(c))
+      return c
+  }
+
+  try {
+    return this._readdirEntries(abs, fs.readdirSync(abs))
+  } catch (er) {
+    this._readdirError(abs, er)
+    return null
+  }
+}
+
+GlobSync.prototype._readdirEntries = function (abs, entries) {
+  // if we haven't asked to stat everything, then just
+  // assume that everything in there exists, so we can avoid
+  // having to stat it a second time.
+  if (!this.mark && !this.stat) {
+    for (var i = 0; i < entries.length; i ++) {
+      var e = entries[i]
+      if (abs === '/')
+        e = abs + e
+      else
+        e = abs + '/' + e
+      this.cache[e] = true
+    }
+  }
+
+  this.cache[abs] = entries
+
+  // mark and cache dir-ness
+  return entries
+}
+
+GlobSync.prototype._readdirError = function (f, er) {
+  // handle errors, and cache the information
+  switch (er.code) {
+    case 'ENOTSUP': // https://github.com/isaacs/node-glob/issues/205
+    case 'ENOTDIR': // totally normal. means it *does* exist.
+      this.cache[this._makeAbs(f)] = 'FILE'
+      break
+
+    case 'ENOENT': // not terribly unusual
+    case 'ELOOP':
+    case 'ENAMETOOLONG':
+    case 'UNKNOWN':
+      this.cache[this._makeAbs(f)] = false
+      break
+
+    default: // some unusual error.  Treat as failure.
+      this.cache[this._makeAbs(f)] = false
+      if (this.strict)
+        throw er
+      if (!this.silent)
+        console.error('glob error', er)
+      break
+  }
+}
+
+GlobSync.prototype._processGlobStar = function (prefix, read, abs, remain, index, inGlobStar) {
+
+  var entries = this._readdir(abs, inGlobStar)
+
+  // no entries means not a dir, so it can never have matches
+  // foo.txt/** doesn't match foo.txt
+  if (!entries)
+    return
+
+  // test without the globstar, and with every child both below
+  // and replacing the globstar.
+  var remainWithoutGlobStar = remain.slice(1)
+  var gspref = prefix ? [ prefix ] : []
+  var noGlobStar = gspref.concat(remainWithoutGlobStar)
+
+  // the noGlobStar pattern exits the inGlobStar state
+  this._process(noGlobStar, index, false)
+
+  var len = entries.length
+  var isSym = this.symlinks[abs]
+
+  // If it's a symlink, and we're in a globstar, then stop
+  if (isSym && inGlobStar)
+    return
+
+  for (var i = 0; i < len; i++) {
+    var e = entries[i]
+    if (e.charAt(0) === '.' && !this.dot)
+      continue
+
+    // these two cases enter the inGlobStar state
+    var instead = gspref.concat(entries[i], remainWithoutGlobStar)
+    this._process(instead, index, true)
+
+    var below = gspref.concat(entries[i], remain)
+    this._process(below, index, true)
+  }
+}
+
+GlobSync.prototype._processSimple = function (prefix, index) {
+  // XXX review this.  Shouldn't it be doing the mounting etc
+  // before doing stat?  kinda weird?
+  var exists = this._stat(prefix)
+
+  if (!this.matches[index])
+    this.matches[index] = Object.create(null)
+
+  // If it doesn't exist, then just mark the lack of results
+  if (!exists)
+    return
+
+  if (prefix && isAbsolute(prefix) && !this.nomount) {
+    var trail = /[\/\\]$/.test(prefix)
+    if (prefix.charAt(0) === '/') {
+      prefix = path.join(this.root, prefix)
+    } else {
+      prefix = path.resolve(this.root, prefix)
+      if (trail)
+        prefix += '/'
+    }
+  }
+
+  if (process.platform === 'win32')
+    prefix = prefix.replace(/\\/g, '/')
+
+  // Mark this as a match
+  this.matches[index][prefix] = true
+}
+
+// Returns either 'DIR', 'FILE', or false
+GlobSync.prototype._stat = function (f) {
+  var abs = this._makeAbs(f)
+  var needDir = f.slice(-1) === '/'
+
+  if (f.length > this.maxLength)
+    return false
+
+  if (!this.stat && ownProp(this.cache, abs)) {
+    var c = this.cache[abs]
+
+    if (Array.isArray(c))
+      c = 'DIR'
+
+    // It exists, but maybe not how we need it
+    if (!needDir || c === 'DIR')
+      return c
+
+    if (needDir && c === 'FILE')
+      return false
+
+    // otherwise we have to stat, because maybe c=true
+    // if we know it exists, but not what it is.
+  }
+
+  var exists
+  var stat = this.statCache[abs]
+  if (!stat) {
+    var lstat
+    try {
+      lstat = fs.lstatSync(abs)
+    } catch (er) {
+      return false
+    }
+
+    if (lstat.isSymbolicLink()) {
+      try {
+        stat = fs.statSync(abs)
+      } catch (er) {
+        stat = lstat
+      }
+    } else {
+      stat = lstat
+    }
+  }
+
+  this.statCache[abs] = stat
+
+  var c = stat.isDirectory() ? 'DIR' : 'FILE'
+  this.cache[abs] = this.cache[abs] || c
+
+  if (needDir && c !== 'DIR')
+    return false
+
+  return c
+}
+
+GlobSync.prototype._mark = function (p) {
+  return common.mark(this, p)
+}
+
+GlobSync.prototype._makeAbs = function (f) {
+  return common.makeAbs(this, f)
+}
+
+}).call(this,require('_process'))
+},{"./common.js":15,"./glob.js":16,"_process":24,"assert":9,"fs":12,"minimatch":20,"path":22,"path-is-absolute":23,"util":28}],18:[function(require,module,exports){
+(function (process){
+var wrappy = require('wrappy')
+var reqs = Object.create(null)
+var once = require('once')
+
+module.exports = wrappy(inflight)
+
+function inflight (key, cb) {
+  if (reqs[key]) {
+    reqs[key].push(cb)
+    return null
+  } else {
+    reqs[key] = [cb]
+    return makeres(key)
+  }
+}
+
+function makeres (key) {
+  return once(function RES () {
+    var cbs = reqs[key]
+    var len = cbs.length
+    var args = slice(arguments)
+
+    // XXX It's somewhat ambiguous whether a new callback added in this
+    // pass should be queued for later execution if something in the
+    // list of callbacks throws, or if it should just be discarded.
+    // However, it's such an edge case that it hardly matters, and either
+    // choice is likely as surprising as the other.
+    // As it happens, we do go ahead and schedule it for later execution.
+    try {
+      for (var i = 0; i < len; i++) {
+        cbs[i].apply(null, args)
+      }
+    } finally {
+      if (cbs.length > len) {
+        // added more in the interim.
+        // de-zalgo, just in case, but don't call again.
+        cbs.splice(0, len)
+        process.nextTick(function () {
+          RES.apply(null, args)
+        })
+      } else {
+        delete reqs[key]
+      }
+    }
+  })
+}
+
+function slice (args) {
+  var length = args.length
+  var array = []
+
+  for (var i = 0; i < length; i++) array[i] = args[i]
+  return array
+}
+
+}).call(this,require('_process'))
+},{"_process":24,"once":21,"wrappy":29}],19:[function(require,module,exports){
+if (typeof Object.create === 'function') {
+  // implementation from standard node.js 'util' module
+  module.exports = function inherits(ctor, superCtor) {
+    ctor.super_ = superCtor
+    ctor.prototype = Object.create(superCtor.prototype, {
+      constructor: {
+        value: ctor,
+        enumerable: false,
+        writable: true,
+        configurable: true
+      }
+    });
+  };
+} else {
+  // old school shim for old browsers
+  module.exports = function inherits(ctor, superCtor) {
+    ctor.super_ = superCtor
+    var TempCtor = function () {}
+    TempCtor.prototype = superCtor.prototype
+    ctor.prototype = new TempCtor()
+    ctor.prototype.constructor = ctor
+  }
+}
+
+},{}],20:[function(require,module,exports){
+module.exports = minimatch
+minimatch.Minimatch = Minimatch
+
+var path = { sep: '/' }
+try {
+  path = require('path')
+} catch (er) {}
+
+var GLOBSTAR = minimatch.GLOBSTAR = Minimatch.GLOBSTAR = {}
+var expand = require('brace-expansion')
+
+var plTypes = {
+  '!': { open: '(?:(?!(?:', close: '))[^/]*?)'},
+  '?': { open: '(?:', close: ')?' },
+  '+': { open: '(?:', close: ')+' },
+  '*': { open: '(?:', close: ')*' },
+  '@': { open: '(?:', close: ')' }
+}
+
+// any single thing other than /
+// don't need to escape / when using new RegExp()
+var qmark = '[^/]'
+
+// * => any number of characters
+var star = qmark + '*?'
+
+// ** when dots are allowed.  Anything goes, except .. and .
+// not (^ or / followed by one or two dots followed by $ or /),
+// followed by anything, any number of times.
+var twoStarDot = '(?:(?!(?:\\\/|^)(?:\\.{1,2})($|\\\/)).)*?'
+
+// not a ^ or / followed by a dot,
+// followed by anything, any number of times.
+var twoStarNoDot = '(?:(?!(?:\\\/|^)\\.).)*?'
+
+// characters that need to be escaped in RegExp.
+var reSpecials = charSet('().*{}+?[]^$\\!')
+
+// "abc" -> { a:true, b:true, c:true }
+function charSet (s) {
+  return s.split('').reduce(function (set, c) {
+    set[c] = true
+    return set
+  }, {})
+}
+
+// normalizes slashes.
+var slashSplit = /\/+/
+
+minimatch.filter = filter
+function filter (pattern, options) {
+  options = options || {}
+  return function (p, i, list) {
+    return minimatch(p, pattern, options)
+  }
+}
+
+function ext (a, b) {
+  a = a || {}
+  b = b || {}
+  var t = {}
+  Object.keys(b).forEach(function (k) {
+    t[k] = b[k]
+  })
+  Object.keys(a).forEach(function (k) {
+    t[k] = a[k]
+  })
+  return t
+}
+
+minimatch.defaults = function (def) {
+  if (!def || !Object.keys(def).length) return minimatch
+
+  var orig = minimatch
+
+  var m = function minimatch (p, pattern, options) {
+    return orig.minimatch(p, pattern, ext(def, options))
+  }
+
+  m.Minimatch = function Minimatch (pattern, options) {
+    return new orig.Minimatch(pattern, ext(def, options))
+  }
+
+  return m
+}
+
+Minimatch.defaults = function (def) {
+  if (!def || !Object.keys(def).length) return Minimatch
+  return minimatch.defaults(def).Minimatch
+}
+
+function minimatch (p, pattern, options) {
+  if (typeof pattern !== 'string') {
+    throw new TypeError('glob pattern string required')
+  }
+
+  if (!options) options = {}
+
+  // shortcut: comments match nothing.
+  if (!options.nocomment && pattern.charAt(0) === '#') {
+    return false
+  }
+
+  // "" only matches ""
+  if (pattern.trim() === '') return p === ''
+
+  return new Minimatch(pattern, options).match(p)
+}
+
+function Minimatch (pattern, options) {
+  if (!(this instanceof Minimatch)) {
+    return new Minimatch(pattern, options)
+  }
+
+  if (typeof pattern !== 'string') {
+    throw new TypeError('glob pattern string required')
+  }
+
+  if (!options) options = {}
+  pattern = pattern.trim()
+
+  // windows support: need to use /, not \
+  if (path.sep !== '/') {
+    pattern = pattern.split(path.sep).join('/')
+  }
+
+  this.options = options
+  this.set = []
+  this.pattern = pattern
+  this.regexp = null
+  this.negate = false
+  this.comment = false
+  this.empty = false
+
+  // make the set of regexps etc.
+  this.make()
+}
+
+Minimatch.prototype.debug = function () {}
+
+Minimatch.prototype.make = make
+function make () {
+  // don't do it more than once.
+  if (this._made) return
+
+  var pattern = this.pattern
+  var options = this.options
+
+  // empty patterns and comments match nothing.
+  if (!options.nocomment && pattern.charAt(0) === '#') {
+    this.comment = true
+    return
+  }
+  if (!pattern) {
+    this.empty = true
+    return
+  }
+
+  // step 1: figure out negation, etc.
+  this.parseNegate()
+
+  // step 2: expand braces
+  var set = this.globSet = this.braceExpand()
+
+  if (options.debug) this.debug = console.error
+
+  this.debug(this.pattern, set)
+
+  // step 3: now we have a set, so turn each one into a series of path-portion
+  // matching patterns.
+  // These will be regexps, except in the case of "**", which is
+  // set to the GLOBSTAR object for globstar behavior,
+  // and will not contain any / characters
+  set = this.globParts = set.map(function (s) {
+    return s.split(slashSplit)
+  })
+
+  this.debug(this.pattern, set)
+
+  // glob --> regexps
+  set = set.map(function (s, si, set) {
+    return s.map(this.parse, this)
+  }, this)
+
+  this.debug(this.pattern, set)
+
+  // filter out everything that didn't compile properly.
+  set = set.filter(function (s) {
+    return s.indexOf(false) === -1
+  })
+
+  this.debug(this.pattern, set)
+
+  this.set = set
+}
+
+Minimatch.prototype.parseNegate = parseNegate
+function parseNegate () {
+  var pattern = this.pattern
+  var negate = false
+  var options = this.options
+  var negateOffset = 0
+
+  if (options.nonegate) return
+
+  for (var i = 0, l = pattern.length
+    ; i < l && pattern.charAt(i) === '!'
+    ; i++) {
+    negate = !negate
+    negateOffset++
+  }
+
+  if (negateOffset) this.pattern = pattern.substr(negateOffset)
+  this.negate = negate
+}
+
+// Brace expansion:
+// a{b,c}d -> abd acd
+// a{b,}c -> abc ac
+// a{0..3}d -> a0d a1d a2d a3d
+// a{b,c{d,e}f}g -> abg acdfg acefg
+// a{b,c}d{e,f}g -> abdeg acdeg abdeg abdfg
+//
+// Invalid sets are not expanded.
+// a{2..}b -> a{2..}b
+// a{b}c -> a{b}c
+minimatch.braceExpand = function (pattern, options) {
+  return braceExpand(pattern, options)
+}
+
+Minimatch.prototype.braceExpand = braceExpand
+
+function braceExpand (pattern, options) {
+  if (!options) {
+    if (this instanceof Minimatch) {
+      options = this.options
+    } else {
+      options = {}
+    }
+  }
+
+  pattern = typeof pattern === 'undefined'
+    ? this.pattern : pattern
+
+  if (typeof pattern === 'undefined') {
+    throw new TypeError('undefined pattern')
+  }
+
+  if (options.nobrace ||
+    !pattern.match(/\{.*\}/)) {
+    // shortcut. no need to expand.
+    return [pattern]
+  }
+
+  return expand(pattern)
+}
+
+// parse a component of the expanded set.
+// At this point, no pattern may contain "/" in it
+// so we're going to return a 2d array, where each entry is the full
+// pattern, split on '/', and then turned into a regular expression.
+// A regexp is made at the end which joins each array with an
+// escaped /, and another full one which joins each regexp with |.
+//
+// Following the lead of Bash 4.1, note that "**" only has special meaning
+// when it is the *only* thing in a path portion.  Otherwise, any series
+// of * is equivalent to a single *.  Globstar behavior is enabled by
+// default, and can be disabled by setting options.noglobstar.
+Minimatch.prototype.parse = parse
+var SUBPARSE = {}
+function parse (pattern, isSub) {
+  if (pattern.length > 1024 * 64) {
+    throw new TypeError('pattern is too long')
+  }
+
+  var options = this.options
+
+  // shortcuts
+  if (!options.noglobstar && pattern === '**') return GLOBSTAR
+  if (pattern === '') return ''
+
+  var re = ''
+  var hasMagic = !!options.nocase
+  var escaping = false
+  // ? => one single character
+  var patternListStack = []
+  var negativeLists = []
+  var stateChar
+  var inClass = false
+  var reClassStart = -1
+  var classStart = -1
+  // . and .. never match anything that doesn't start with .,
+  // even when options.dot is set.
+  var patternStart = pattern.charAt(0) === '.' ? '' // anything
+  // not (start or / followed by . or .. followed by / or end)
+  : options.dot ? '(?!(?:^|\\\/)\\.{1,2}(?:$|\\\/))'
+  : '(?!\\.)'
+  var self = this
+
+  function clearStateChar () {
+    if (stateChar) {
+      // we had some state-tracking character
+      // that wasn't consumed by this pass.
+      switch (stateChar) {
+        case '*':
+          re += star
+          hasMagic = true
+        break
+        case '?':
+          re += qmark
+          hasMagic = true
+        break
+        default:
+          re += '\\' + stateChar
+        break
+      }
+      self.debug('clearStateChar %j %j', stateChar, re)
+      stateChar = false
+    }
+  }
+
+  for (var i = 0, len = pattern.length, c
+    ; (i < len) && (c = pattern.charAt(i))
+    ; i++) {
+    this.debug('%s\t%s %s %j', pattern, i, re, c)
+
+    // skip over any that are escaped.
+    if (escaping && reSpecials[c]) {
+      re += '\\' + c
+      escaping = false
+      continue
+    }
+
+    switch (c) {
+      case '/':
+        // completely not allowed, even escaped.
+        // Should already be path-split by now.
+        return false
+
+      case '\\':
+        clearStateChar()
+        escaping = true
+      continue
+
+      // the various stateChar values
+      // for the "extglob" stuff.
+      case '?':
+      case '*':
+      case '+':
+      case '@':
+      case '!':
+        this.debug('%s\t%s %s %j <-- stateChar', pattern, i, re, c)
+
+        // all of those are literals inside a class, except that
+        // the glob [!a] means [^a] in regexp
+        if (inClass) {
+          this.debug('  in class')
+          if (c === '!' && i === classStart + 1) c = '^'
+          re += c
+          continue
+        }
+
+        // if we already have a stateChar, then it means
+        // that there was something like ** or +? in there.
+        // Handle the stateChar, then proceed with this one.
+        self.debug('call clearStateChar %j', stateChar)
+        clearStateChar()
+        stateChar = c
+        // if extglob is disabled, then +(asdf|foo) isn't a thing.
+        // just clear the statechar *now*, rather than even diving into
+        // the patternList stuff.
+        if (options.noext) clearStateChar()
+      continue
+
+      case '(':
+        if (inClass) {
+          re += '('
+          continue
+        }
+
+        if (!stateChar) {
+          re += '\\('
+          continue
+        }
+
+        patternListStack.push({
+          type: stateChar,
+          start: i - 1,
+          reStart: re.length,
+          open: plTypes[stateChar].open,
+          close: plTypes[stateChar].close
+        })
+        // negation is (?:(?!js)[^/]*)
+        re += stateChar === '!' ? '(?:(?!(?:' : '(?:'
+        this.debug('plType %j %j', stateChar, re)
+        stateChar = false
+      continue
+
+      case ')':
+        if (inClass || !patternListStack.length) {
+          re += '\\)'
+          continue
+        }
+
+        clearStateChar()
+        hasMagic = true
+        var pl = patternListStack.pop()
+        // negation is (?:(?!js)[^/]*)
+        // The others are (?:<pattern>)<type>
+        re += pl.close
+        if (pl.type === '!') {
+          negativeLists.push(pl)
+        }
+        pl.reEnd = re.length
+      continue
+
+      case '|':
+        if (inClass || !patternListStack.length || escaping) {
+          re += '\\|'
+          escaping = false
+          continue
+        }
+
+        clearStateChar()
+        re += '|'
+      continue
+
+      // these are mostly the same in regexp and glob
+      case '[':
+        // swallow any state-tracking char before the [
+        clearStateChar()
+
+        if (inClass) {
+          re += '\\' + c
+          continue
+        }
+
+        inClass = true
+        classStart = i
+        reClassStart = re.length
+        re += c
+      continue
+
+      case ']':
+        //  a right bracket shall lose its special
+        //  meaning and represent itself in
+        //  a bracket expression if it occurs
+        //  first in the list.  -- POSIX.2 2.8.3.2
+        if (i === classStart + 1 || !inClass) {
+          re += '\\' + c
+          escaping = false
+          continue
+        }
+
+        // handle the case where we left a class open.
+        // "[z-a]" is valid, equivalent to "\[z-a\]"
+        if (inClass) {
+          // split where the last [ was, make sure we don't have
+          // an invalid re. if so, re-walk the contents of the
+          // would-be class to re-translate any characters that
+          // were passed through as-is
+          // TODO: It would probably be faster to determine this
+          // without a try/catch and a new RegExp, but it's tricky
+          // to do safely.  For now, this is safe and works.
+          var cs = pattern.substring(classStart + 1, i)
+          try {
+            RegExp('[' + cs + ']')
+          } catch (er) {
+            // not a valid class!
+            var sp = this.parse(cs, SUBPARSE)
+            re = re.substr(0, reClassStart) + '\\[' + sp[0] + '\\]'
+            hasMagic = hasMagic || sp[1]
+            inClass = false
+            continue
+          }
+        }
+
+        // finish up the class.
+        hasMagic = true
+        inClass = false
+        re += c
+      continue
+
+      default:
+        // swallow any state char that wasn't consumed
+        clearStateChar()
+
+        if (escaping) {
+          // no need
+          escaping = false
+        } else if (reSpecials[c]
+          && !(c === '^' && inClass)) {
+          re += '\\'
+        }
+
+        re += c
+
+    } // switch
+  } // for
+
+  // handle the case where we left a class open.
+  // "[abc" is valid, equivalent to "\[abc"
+  if (inClass) {
+    // split where the last [ was, and escape it
+    // this is a huge pita.  We now have to re-walk
+    // the contents of the would-be class to re-translate
+    // any characters that were passed through as-is
+    cs = pattern.substr(classStart + 1)
+    sp = this.parse(cs, SUBPARSE)
+    re = re.substr(0, reClassStart) + '\\[' + sp[0]
+    hasMagic = hasMagic || sp[1]
+  }
+
+  // handle the case where we had a +( thing at the *end*
+  // of the pattern.
+  // each pattern list stack adds 3 chars, and we need to go through
+  // and escape any | chars that were passed through as-is for the regexp.
+  // Go through and escape them, taking care not to double-escape any
+  // | chars that were already escaped.
+  for (pl = patternListStack.pop(); pl; pl = patternListStack.pop()) {
+    var tail = re.slice(pl.reStart + pl.open.length)
+    this.debug('setting tail', re, pl)
+    // maybe some even number of \, then maybe 1 \, followed by a |
+    tail = tail.replace(/((?:\\{2}){0,64})(\\?)\|/g, function (_, $1, $2) {
+      if (!$2) {
+        // the | isn't already escaped, so escape it.
+        $2 = '\\'
+      }
+
+      // need to escape all those slashes *again*, without escaping the
+      // one that we need for escaping the | character.  As it works out,
+      // escaping an even number of slashes can be done by simply repeating
+      // it exactly after itself.  That's why this trick works.
+      //
+      // I am sorry that you have to see this.
+      return $1 + $1 + $2 + '|'
+    })
+
+    this.debug('tail=%j\n   %s', tail, tail, pl, re)
+    var t = pl.type === '*' ? star
+      : pl.type === '?' ? qmark
+      : '\\' + pl.type
+
+    hasMagic = true
+    re = re.slice(0, pl.reStart) + t + '\\(' + tail
+  }
+
+  // handle trailing things that only matter at the very end.
+  clearStateChar()
+  if (escaping) {
+    // trailing \\
+    re += '\\\\'
+  }
+
+  // only need to apply the nodot start if the re starts with
+  // something that could conceivably capture a dot
+  var addPatternStart = false
+  switch (re.charAt(0)) {
+    case '.':
+    case '[':
+    case '(': addPatternStart = true
+  }
+
+  // Hack to work around lack of negative lookbehind in JS
+  // A pattern like: *.!(x).!(y|z) needs to ensure that a name
+  // like 'a.xyz.yz' doesn't match.  So, the first negative
+  // lookahead, has to look ALL the way ahead, to the end of
+  // the pattern.
+  for (var n = negativeLists.length - 1; n > -1; n--) {
+    var nl = negativeLists[n]
+
+    var nlBefore = re.slice(0, nl.reStart)
+    var nlFirst = re.slice(nl.reStart, nl.reEnd - 8)
+    var nlLast = re.slice(nl.reEnd - 8, nl.reEnd)
+    var nlAfter = re.slice(nl.reEnd)
+
+    nlLast += nlAfter
+
+    // Handle nested stuff like *(*.js|!(*.json)), where open parens
+    // mean that we should *not* include the ) in the bit that is considered
+    // "after" the negated section.
+    var openParensBefore = nlBefore.split('(').length - 1
+    var cleanAfter = nlAfter
+    for (i = 0; i < openParensBefore; i++) {
+      cleanAfter = cleanAfter.replace(/\)[+*?]?/, '')
+    }
+    nlAfter = cleanAfter
+
+    var dollar = ''
+    if (nlAfter === '' && isSub !== SUBPARSE) {
+      dollar = '$'
+    }
+    var newRe = nlBefore + nlFirst + nlAfter + dollar + nlLast
+    re = newRe
+  }
+
+  // if the re is not "" at this point, then we need to make sure
+  // it doesn't match against an empty path part.
+  // Otherwise a/* will match a/, which it should not.
+  if (re !== '' && hasMagic) {
+    re = '(?=.)' + re
+  }
+
+  if (addPatternStart) {
+    re = patternStart + re
+  }
+
+  // parsing just a piece of a larger pattern.
+  if (isSub === SUBPARSE) {
+    return [re, hasMagic]
+  }
+
+  // skip the regexp for non-magical patterns
+  // unescape anything in it, though, so that it'll be
+  // an exact match against a file etc.
+  if (!hasMagic) {
+    return globUnescape(pattern)
+  }
+
+  var flags = options.nocase ? 'i' : ''
+  try {
+    var regExp = new RegExp('^' + re + '$', flags)
+  } catch (er) {
+    // If it was an invalid regular expression, then it can't match
+    // anything.  This trick looks for a character after the end of
+    // the string, which is of course impossible, except in multi-line
+    // mode, but it's not a /m regex.
+    return new RegExp('$.')
+  }
+
+  regExp._glob = pattern
+  regExp._src = re
+
+  return regExp
+}
+
+minimatch.makeRe = function (pattern, options) {
+  return new Minimatch(pattern, options || {}).makeRe()
+}
+
+Minimatch.prototype.makeRe = makeRe
+function makeRe () {
+  if (this.regexp || this.regexp === false) return this.regexp
+
+  // at this point, this.set is a 2d array of partial
+  // pattern strings, or "**".
+  //
+  // It's better to use .match().  This function shouldn't
+  // be used, really, but it's pretty convenient sometimes,
+  // when you just want to work with a regex.
+  var set = this.set
+
+  if (!set.length) {
+    this.regexp = false
+    return this.regexp
+  }
+  var options = this.options
+
+  var twoStar = options.noglobstar ? star
+    : options.dot ? twoStarDot
+    : twoStarNoDot
+  var flags = options.nocase ? 'i' : ''
+
+  var re = set.map(function (pattern) {
+    return pattern.map(function (p) {
+      return (p === GLOBSTAR) ? twoStar
+      : (typeof p === 'string') ? regExpEscape(p)
+      : p._src
+    }).join('\\\/')
+  }).join('|')
+
+  // must match entire pattern
+  // ending in a * or ** will make it less strict.
+  re = '^(?:' + re + ')$'
+
+  // can match anything, as long as it's not this.
+  if (this.negate) re = '^(?!' + re + ').*$'
+
+  try {
+    this.regexp = new RegExp(re, flags)
+  } catch (ex) {
+    this.regexp = false
+  }
+  return this.regexp
+}
+
+minimatch.match = function (list, pattern, options) {
+  options = options || {}
+  var mm = new Minimatch(pattern, options)
+  list = list.filter(function (f) {
+    return mm.match(f)
+  })
+  if (mm.options.nonull && !list.length) {
+    list.push(pattern)
+  }
+  return list
+}
+
+Minimatch.prototype.match = match
+function match (f, partial) {
+  this.debug('match', f, this.pattern)
+  // short-circuit in the case of busted things.
+  // comments, etc.
+  if (this.comment) return false
+  if (this.empty) return f === ''
+
+  if (f === '/' && partial) return true
+
+  var options = this.options
+
+  // windows: need to use /, not \
+  if (path.sep !== '/') {
+    f = f.split(path.sep).join('/')
+  }
+
+  // treat the test path as a set of pathparts.
+  f = f.split(slashSplit)
+  this.debug(this.pattern, 'split', f)
+
+  // just ONE of the pattern sets in this.set needs to match
+  // in order for it to be valid.  If negating, then just one
+  // match means that we have failed.
+  // Either way, return on the first hit.
+
+  var set = this.set
+  this.debug(this.pattern, 'set', set)
+
+  // Find the basename of the path by looking for the last non-empty segment
+  var filename
+  var i
+  for (i = f.length - 1; i >= 0; i--) {
+    filename = f[i]
+    if (filename) break
+  }
+
+  for (i = 0; i < set.length; i++) {
+    var pattern = set[i]
+    var file = f
+    if (options.matchBase && pattern.length === 1) {
+      file = [filename]
+    }
+    var hit = this.matchOne(file, pattern, partial)
+    if (hit) {
+      if (options.flipNegate) return true
+      return !this.negate
+    }
+  }
+
+  // didn't get any hits.  this is success if it's a negative
+  // pattern, failure otherwise.
+  if (options.flipNegate) return false
+  return this.negate
+}
+
+// set partial to true to test if, for example,
+// "/a/b" matches the start of "/*/b/*/d"
+// Partial means, if you run out of file before you run
+// out of pattern, then that's fine, as long as all
+// the parts match.
+Minimatch.prototype.matchOne = function (file, pattern, partial) {
+  var options = this.options
+
+  this.debug('matchOne',
+    { 'this': this, file: file, pattern: pattern })
+
+  this.debug('matchOne', file.length, pattern.length)
+
+  for (var fi = 0,
+      pi = 0,
+      fl = file.length,
+      pl = pattern.length
+      ; (fi < fl) && (pi < pl)
+      ; fi++, pi++) {
+    this.debug('matchOne loop')
+    var p = pattern[pi]
+    var f = file[fi]
+
+    this.debug(pattern, p, f)
+
+    // should be impossible.
+    // some invalid regexp stuff in the set.
+    if (p === false) return false
+
+    if (p === GLOBSTAR) {
+      this.debug('GLOBSTAR', [pattern, p, f])
+
+      // "**"
+      // a/**/b/**/c would match the following:
+      // a/b/x/y/z/c
+      // a/x/y/z/b/c
+      // a/b/x/b/x/c
+      // a/b/c
+      // To do this, take the rest of the pattern after
+      // the **, and see if it would match the file remainder.
+      // If so, return success.
+      // If not, the ** "swallows" a segment, and try again.
+      // This is recursively awful.
+      //
+      // a/**/b/**/c matching a/b/x/y/z/c
+      // - a matches a
+      // - doublestar
+      //   - matchOne(b/x/y/z/c, b/**/c)
+      //     - b matches b
+      //     - doublestar
+      //       - matchOne(x/y/z/c, c) -> no
+      //       - matchOne(y/z/c, c) -> no
+      //       - matchOne(z/c, c) -> no
+      //       - matchOne(c, c) yes, hit
+      var fr = fi
+      var pr = pi + 1
+      if (pr === pl) {
+        this.debug('** at the end')
+        // a ** at the end will just swallow the rest.
+        // We have found a match.
+        // however, it will not swallow /.x, unless
+        // options.dot is set.
+        // . and .. are *never* matched by **, for explosively
+        // exponential reasons.
+        for (; fi < fl; fi++) {
+          if (file[fi] === '.' || file[fi] === '..' ||
+            (!options.dot && file[fi].charAt(0) === '.')) return false
+        }
+        return true
+      }
+
+      // ok, let's see if we can swallow whatever we can.
+      while (fr < fl) {
+        var swallowee = file[fr]
+
+        this.debug('\nglobstar while', file, fr, pattern, pr, swallowee)
+
+        // XXX remove this slice.  Just pass the start index.
+        if (this.matchOne(file.slice(fr), pattern.slice(pr), partial)) {
+          this.debug('globstar found match!', fr, fl, swallowee)
+          // found a match.
+          return true
+        } else {
+          // can't swallow "." or ".." ever.
+          // can only swallow ".foo" when explicitly asked.
+          if (swallowee === '.' || swallowee === '..' ||
+            (!options.dot && swallowee.charAt(0) === '.')) {
+            this.debug('dot detected!', file, fr, pattern, pr)
+            break
+          }
+
+          // ** swallows a segment, and continue.
+          this.debug('globstar swallow a segment, and continue')
+          fr++
+        }
+      }
+
+      // no match was found.
+      // However, in partial mode, we can't say this is necessarily over.
+      // If there's more *pattern* left, then
+      if (partial) {
+        // ran out of file
+        this.debug('\n>>> no match, partial?', file, fr, pattern, pr)
+        if (fr === fl) return true
+      }
+      return false
+    }
+
+    // something other than **
+    // non-magic patterns just have to match exactly
+    // patterns with magic have been turned into regexps.
+    var hit
+    if (typeof p === 'string') {
+      if (options.nocase) {
+        hit = f.toLowerCase() === p.toLowerCase()
+      } else {
+        hit = f === p
+      }
+      this.debug('string match', p, f, hit)
+    } else {
+      hit = f.match(p)
+      this.debug('pattern match', p, f, hit)
+    }
+
+    if (!hit) return false
+  }
+
+  // Note: ending in / means that we'll get a final ""
+  // at the end of the pattern.  This can only match a
+  // corresponding "" at the end of the file.
+  // If the file ends in /, then it can only match a
+  // a pattern that ends in /, unless the pattern just
+  // doesn't have any more for it. But, a/b/ should *not*
+  // match "a/b/*", even though "" matches against the
+  // [^/]*? pattern, except in partial mode, where it might
+  // simply not be reached yet.
+  // However, a/b/ should still satisfy a/*
+
+  // now either we fell off the end of the pattern, or we're done.
+  if (fi === fl && pi === pl) {
+    // ran out of pattern and filename at the same time.
+    // an exact hit!
+    return true
+  } else if (fi === fl) {
+    // ran out of file, but still had pattern left.
+    // this is ok if we're doing the match as part of
+    // a glob fs traversal.
+    return partial
+  } else if (pi === pl) {
+    // ran out of pattern, still have file left.
+    // this is only acceptable if we're on the very last
+    // empty segment of a file with a trailing slash.
+    // a/* should match a/b/
+    var emptyFileEnd = (fi === fl - 1) && (file[fi] === '')
+    return emptyFileEnd
+  }
+
+  // should be unreachable.
+  throw new Error('wtf?')
+}
+
+// replace stuff like \* with *
+function globUnescape (s) {
+  return s.replace(/\\(.)/g, '$1')
+}
+
+function regExpEscape (s) {
+  return s.replace(/[-[\]{}()*+?.,\\^$|#\s]/g, '\\$&')
+}
+
+},{"brace-expansion":11,"path":22}],21:[function(require,module,exports){
+var wrappy = require('wrappy')
+module.exports = wrappy(once)
+module.exports.strict = wrappy(onceStrict)
+
+once.proto = once(function () {
+  Object.defineProperty(Function.prototype, 'once', {
+    value: function () {
+      return once(this)
+    },
+    configurable: true
+  })
+
+  Object.defineProperty(Function.prototype, 'onceStrict', {
+    value: function () {
+      return onceStrict(this)
+    },
+    configurable: true
+  })
+})
+
+function once (fn) {
+  var f = function () {
+    if (f.called) return f.value
+    f.called = true
+    return f.value = fn.apply(this, arguments)
+  }
+  f.called = false
+  return f
+}
+
+function onceStrict (fn) {
+  var f = function () {
+    if (f.called)
+      throw new Error(f.onceError)
+    f.called = true
+    return f.value = fn.apply(this, arguments)
+  }
+  var name = fn.name || 'Function wrapped with `once`'
+  f.onceError = name + " shouldn't be called more than once"
+  f.called = false
+  return f
+}
+
+},{"wrappy":29}],22:[function(require,module,exports){
+(function (process){
+// Copyright Joyent, Inc. and other Node contributors.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a
+// copy of this software and associated documentation files (the
+// "Software"), to deal in the Software without restriction, including
+// without limitation the rights to use, copy, modify, merge, publish,
+// distribute, sublicense, and/or sell copies of the Software, and to permit
+// persons to whom the Software is furnished to do so, subject to the
+// following conditions:
+//
+// The above copyright notice and this permission notice shall be included
+// in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
+// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
+// USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+// resolves . and .. elements in a path array with directory names there
+// must be no slashes, empty elements, or device names (c:\) in the array
+// (so also no leading and trailing slashes - it does not distinguish
+// relative and absolute paths)
+function normalizeArray(parts, allowAboveRoot) {
+  // if the path tries to go above the root, `up` ends up > 0
+  var up = 0;
+  for (var i = parts.length - 1; i >= 0; i--) {
+    var last = parts[i];
+    if (last === '.') {
+      parts.splice(i, 1);
+    } else if (last === '..') {
+      parts.splice(i, 1);
+      up++;
+    } else if (up) {
+      parts.splice(i, 1);
+      up--;
+    }
+  }
+
+  // if the path is allowed to go above the root, restore leading ..s
+  if (allowAboveRoot) {
+    for (; up--; up) {
+      parts.unshift('..');
+    }
+  }
+
+  return parts;
+}
+
+// Split a filename into [root, dir, basename, ext], unix version
+// 'root' is just a slash, or nothing.
+var splitPathRe =
+    /^(\/?|)([\s\S]*?)((?:\.{1,2}|[^\/]+?|)(\.[^.\/]*|))(?:[\/]*)$/;
+var splitPath = function(filename) {
+  return splitPathRe.exec(filename).slice(1);
+};
+
+// path.resolve([from ...], to)
+// posix version
+exports.resolve = function() {
+  var resolvedPath = '',
+      resolvedAbsolute = false;
+
+  for (var i = arguments.length - 1; i >= -1 && !resolvedAbsolute; i--) {
+    var path = (i >= 0) ? arguments[i] : process.cwd();
+
+    // Skip empty and invalid entries
+    if (typeof path !== 'string') {
+      throw new TypeError('Arguments to path.resolve must be strings');
+    } else if (!path) {
+      continue;
+    }
+
+    resolvedPath = path + '/' + resolvedPath;
+    resolvedAbsolute = path.charAt(0) === '/';
+  }
+
+  // At this point the path should be resolved to a full absolute path, but
+  // handle relative paths to be safe (might happen when process.cwd() fails)
+
+  // Normalize the path
+  resolvedPath = normalizeArray(filter(resolvedPath.split('/'), function(p) {
+    return !!p;
+  }), !resolvedAbsolute).join('/');
+
+  return ((resolvedAbsolute ? '/' : '') + resolvedPath) || '.';
+};
+
+// path.normalize(path)
+// posix version
+exports.normalize = function(path) {
+  var isAbsolute = exports.isAbsolute(path),
+      trailingSlash = substr(path, -1) === '/';
+
+  // Normalize the path
+  path = normalizeArray(filter(path.split('/'), function(p) {
+    return !!p;
+  }), !isAbsolute).join('/');
+
+  if (!path && !isAbsolute) {
+    path = '.';
+  }
+  if (path && trailingSlash) {
+    path += '/';
+  }
+
+  return (isAbsolute ? '/' : '') + path;
+};
+
+// posix version
+exports.isAbsolute = function(path) {
+  return path.charAt(0) === '/';
+};
+
+// posix version
+exports.join = function() {
+  var paths = Array.prototype.slice.call(arguments, 0);
+  return exports.normalize(filter(paths, function(p, index) {
+    if (typeof p !== 'string') {
+      throw new TypeError('Arguments to path.join must be strings');
+    }
+    return p;
+  }).join('/'));
+};
+
+
+// path.relative(from, to)
+// posix version
+exports.relative = function(from, to) {
+  from = exports.resolve(from).substr(1);
+  to = exports.resolve(to).substr(1);
+
+  function trim(arr) {
+    var start = 0;
+    for (; start < arr.length; start++) {
+      if (arr[start] !== '') break;
+    }
+
+    var end = arr.length - 1;
+    for (; end >= 0; end--) {
+      if (arr[end] !== '') break;
+    }
+
+    if (start > end) return [];
+    return arr.slice(start, end - start + 1);
+  }
+
+  var fromParts = trim(from.split('/'));
+  var toParts = trim(to.split('/'));
+
+  var length = Math.min(fromParts.length, toParts.length);
+  var samePartsLength = length;
+  for (var i = 0; i < length; i++) {
+    if (fromParts[i] !== toParts[i]) {
+      samePartsLength = i;
+      break;
+    }
+  }
+
+  var outputParts = [];
+  for (var i = samePartsLength; i < fromParts.length; i++) {
+    outputParts.push('..');
+  }
+
+  outputParts = outputParts.concat(toParts.slice(samePartsLength));
+
+  return outputParts.join('/');
+};
+
+exports.sep = '/';
+exports.delimiter = ':';
+
+exports.dirname = function(path) {
+  var result = splitPath(path),
+      root = result[0],
+      dir = result[1];
+
+  if (!root && !dir) {
+    // No dirname whatsoever
+    return '.';
+  }
+
+  if (dir) {
+    // It has a dirname, strip trailing slash
+    dir = dir.substr(0, dir.length - 1);
+  }
+
+  return root + dir;
+};
+
+
+exports.basename = function(path, ext) {
+  var f = splitPath(path)[2];
+  // TODO: make this comparison case-insensitive on windows?
+  if (ext && f.substr(-1 * ext.length) === ext) {
+    f = f.substr(0, f.length - ext.length);
+  }
+  return f;
+};
+
+
+exports.extname = function(path) {
+  return splitPath(path)[3];
+};
+
+function filter (xs, f) {
+    if (xs.filter) return xs.filter(f);
+    var res = [];
+    for (var i = 0; i < xs.length; i++) {
+        if (f(xs[i], i, xs)) res.push(xs[i]);
+    }
+    return res;
+}
+
+// String.prototype.substr - negative index don't work in IE8
+var substr = 'ab'.substr(-1) === 'b'
+    ? function (str, start, len) { return str.substr(start, len) }
+    : function (str, start, len) {
+        if (start < 0) start = str.length + start;
+        return str.substr(start, len);
+    }
+;
+
+}).call(this,require('_process'))
+},{"_process":24}],23:[function(require,module,exports){
+(function (process){
+'use strict';
+
+function posix(path) {
+	return path.charAt(0) === '/';
+}
+
+function win32(path) {
+	// https://github.com/nodejs/node/blob/b3fcc245fb25539909ef1d5eaa01dbf92e168633/lib/path.js#L56
+	var splitDeviceRe = /^([a-zA-Z]:|[\\\/]{2}[^\\\/]+[\\\/]+[^\\\/]+)?([\\\/])?([\s\S]*?)$/;
+	var result = splitDeviceRe.exec(path);
+	var device = result[1] || '';
+	var isUnc = Boolean(device && device.charAt(1) !== ':');
+
+	// UNC paths are always absolute
+	return Boolean(result[2] || isUnc);
+}
+
+module.exports = process.platform === 'win32' ? win32 : posix;
+module.exports.posix = posix;
+module.exports.win32 = win32;
+
+}).call(this,require('_process'))
+},{"_process":24}],24:[function(require,module,exports){
+// shim for using process in browser
+var process = module.exports = {};
+
+// cached from whatever global is present so that test runners that stub it
+// don't break things.  But we need to wrap it in a try catch in case it is
+// wrapped in strict mode code which doesn't define any globals.  It's inside a
+// function because try/catches deoptimize in certain engines.
+
+var cachedSetTimeout;
+var cachedClearTimeout;
+
+function defaultSetTimout() {
+    throw new Error('setTimeout has not been defined');
+}
+function defaultClearTimeout () {
+    throw new Error('clearTimeout has not been defined');
+}
+(function () {
+    try {
+        if (typeof setTimeout === 'function') {
+            cachedSetTimeout = setTimeout;
+        } else {
+            cachedSetTimeout = defaultSetTimout;
+        }
+    } catch (e) {
+        cachedSetTimeout = defaultSetTimout;
+    }
+    try {
+        if (typeof clearTimeout === 'function') {
+            cachedClearTimeout = clearTimeout;
+        } else {
+            cachedClearTimeout = defaultClearTimeout;
+        }
+    } catch (e) {
+        cachedClearTimeout = defaultClearTimeout;
+    }
+} ())
+function runTimeout(fun) {
+    if (cachedSetTimeout === setTimeout) {
+        //normal enviroments in sane situations
+        return setTimeout(fun, 0);
+    }
+    // if setTimeout wasn't available but was latter defined
+    if ((cachedSetTimeout === defaultSetTimout || !cachedSetTimeout) && setTimeout) {
+        cachedSetTimeout = setTimeout;
+        return setTimeout(fun, 0);
+    }
+    try {
+        // when when somebody has screwed with setTimeout but no I.E. maddness
+        return cachedSetTimeout(fun, 0);
+    } catch(e){
+        try {
+            // When we are in I.E. but the script has been evaled so I.E. doesn't trust the global object when called normally
+            return cachedSetTimeout.call(null, fun, 0);
+        } catch(e){
+            // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error
+            return cachedSetTimeout.call(this, fun, 0);
+        }
+    }
+
+
+}
+function runClearTimeout(marker) {
+    if (cachedClearTimeout === clearTimeout) {
+        //normal enviroments in sane situations
+        return clearTimeout(marker);
+    }
+    // if clearTimeout wasn't available but was latter defined
+    if ((cachedClearTimeout === defaultClearTimeout || !cachedClearTimeout) && clearTimeout) {
+        cachedClearTimeout = clearTimeout;
+        return clearTimeout(marker);
+    }
+    try {
+        // when when somebody has screwed with setTimeout but no I.E. maddness
+        return cachedClearTimeout(marker);
+    } catch (e){
+        try {
+            // When we are in I.E. but the script has been evaled so I.E. doesn't  trust the global object when called normally
+            return cachedClearTimeout.call(null, marker);
+        } catch (e){
+            // same as above but when it's a version of I.E. that must have the global object for 'this', hopfully our context correct otherwise it will throw a global error.
+            // Some versions of I.E. have different rules for clearTimeout vs setTimeout
+            return cachedClearTimeout.call(this, marker);
+        }
+    }
+
+
+
+}
+var queue = [];
+var draining = false;
+var currentQueue;
+var queueIndex = -1;
+
+function cleanUpNextTick() {
+    if (!draining || !currentQueue) {
+        return;
+    }
+    draining = false;
+    if (currentQueue.length) {
+        queue = currentQueue.concat(queue);
+    } else {
+        queueIndex = -1;
+    }
+    if (queue.length) {
+        drainQueue();
+    }
+}
+
+function drainQueue() {
+    if (draining) {
+        return;
+    }
+    var timeout = runTimeout(cleanUpNextTick);
+    draining = true;
+
+    var len = queue.length;
+    while(len) {
+        currentQueue = queue;
+        queue = [];
+        while (++queueIndex < len) {
+            if (currentQueue) {
+                currentQueue[queueIndex].run();
+            }
+        }
+        queueIndex = -1;
+        len = queue.length;
+    }
+    currentQueue = null;
+    draining = false;
+    runClearTimeout(timeout);
+}
+
+process.nextTick = function (fun) {
+    var args = new Array(arguments.length - 1);
+    if (arguments.length > 1) {
+        for (var i = 1; i < arguments.length; i++) {
+            args[i - 1] = arguments[i];
+        }
+    }
+    queue.push(new Item(fun, args));
+    if (queue.length === 1 && !draining) {
+        runTimeout(drainQueue);
+    }
+};
+
+// v8 likes predictible objects
+function Item(fun, array) {
+    this.fun = fun;
+    this.array = array;
+}
+Item.prototype.run = function () {
+    this.fun.apply(null, this.array);
+};
+process.title = 'browser';
+process.browser = true;
+process.env = {};
+process.argv = [];
+process.version = ''; // empty string to avoid regexp issues
+process.versions = {};
+
+function noop() {}
+
+process.on = noop;
+process.addListener = noop;
+process.once = noop;
+process.off = noop;
+process.removeListener = noop;
+process.removeAllListeners = noop;
+process.emit = noop;
+process.prependListener = noop;
+process.prependOnceListener = noop;
+
+process.listeners = function (name) { return [] }
+
+process.binding = function (name) {
+    throw new Error('process.binding is not supported');
+};
+
+process.cwd = function () { return '/' };
+process.chdir = function (dir) {
+    throw new Error('process.chdir is not supported');
+};
+process.umask = function() { return 0; };
+
+},{}],25:[function(require,module,exports){
+//     Underscore.js 1.8.3
+//     http://underscorejs.org
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+
+(function() {
+
+  // Baseline setup
+  // --------------
+
+  // Establish the root object, `window` in the browser, or `exports` on the server.
+  var root = this;
+
+  // Save the previous value of the `_` variable.
+  var previousUnderscore = root._;
+
+  // Save bytes in the minified (but not gzipped) version:
+  var ArrayProto = Array.prototype, ObjProto = Object.prototype, FuncProto = Function.prototype;
+
+  // Create quick reference variables for speed access to core prototypes.
+  var
+    push             = ArrayProto.push,
+    slice            = ArrayProto.slice,
+    toString         = ObjProto.toString,
+    hasOwnProperty   = ObjProto.hasOwnProperty;
+
+  // All **ECMAScript 5** native function implementations that we hope to use
+  // are declared here.
+  var
+    nativeIsArray      = Array.isArray,
+    nativeKeys         = Object.keys,
+    nativeBind         = FuncProto.bind,
+    nativeCreate       = Object.create;
+
+  // Naked function reference for surrogate-prototype-swapping.
+  var Ctor = function(){};
+
+  // Create a safe reference to the Underscore object for use below.
+  var _ = function(obj) {
+    if (obj instanceof _) return obj;
+    if (!(this instanceof _)) return new _(obj);
+    this._wrapped = obj;
+  };
+
+  // Export the Underscore object for **Node.js**, with
+  // backwards-compatibility for the old `require()` API. If we're in
+  // the browser, add `_` as a global object.
+  if (typeof exports !== 'undefined') {
+    if (typeof module !== 'undefined' && module.exports) {
+      exports = module.exports = _;
+    }
+    exports._ = _;
+  } else {
+    root._ = _;
+  }
+
+  // Current version.
+  _.VERSION = '1.8.3';
+
+  // Internal function that returns an efficient (for current engines) version
+  // of the passed-in callback, to be repeatedly applied in other Underscore
+  // functions.
+  var optimizeCb = function(func, context, argCount) {
+    if (context === void 0) return func;
+    switch (argCount == null ? 3 : argCount) {
+      case 1: return function(value) {
+        return func.call(context, value);
+      };
+      case 2: return function(value, other) {
+        return func.call(context, value, other);
+      };
+      case 3: return function(value, index, collection) {
+        return func.call(context, value, index, collection);
+      };
+      case 4: return function(accumulator, value, index, collection) {
+        return func.call(context, accumulator, value, index, collection);
+      };
+    }
+    return function() {
+      return func.apply(context, arguments);
+    };
+  };
+
+  // A mostly-internal function to generate callbacks that can be applied
+  // to each element in a collection, returning the desired result — either
+  // identity, an arbitrary callback, a property matcher, or a property accessor.
+  var cb = function(value, context, argCount) {
+    if (value == null) return _.identity;
+    if (_.isFunction(value)) return optimizeCb(value, context, argCount);
+    if (_.isObject(value)) return _.matcher(value);
+    return _.property(value);
+  };
+  _.iteratee = function(value, context) {
+    return cb(value, context, Infinity);
+  };
+
+  // An internal function for creating assigner functions.
+  var createAssigner = function(keysFunc, undefinedOnly) {
+    return function(obj) {
+      var length = arguments.length;
+      if (length < 2 || obj == null) return obj;
+      for (var index = 1; index < length; index++) {
+        var source = arguments[index],
+            keys = keysFunc(source),
+            l = keys.length;
+        for (var i = 0; i < l; i++) {
+          var key = keys[i];
+          if (!undefinedOnly || obj[key] === void 0) obj[key] = source[key];
+        }
+      }
+      return obj;
+    };
+  };
+
+  // An internal function for creating a new object that inherits from another.
+  var baseCreate = function(prototype) {
+    if (!_.isObject(prototype)) return {};
+    if (nativeCreate) return nativeCreate(prototype);
+    Ctor.prototype = prototype;
+    var result = new Ctor;
+    Ctor.prototype = null;
+    return result;
+  };
+
+  var property = function(key) {
+    return function(obj) {
+      return obj == null ? void 0 : obj[key];
+    };
+  };
+
+  // Helper for collection methods to determine whether a collection
+  // should be iterated as an array or as an object
+  // Related: http://people.mozilla.org/~jorendorff/es6-draft.html#sec-tolength
+  // Avoids a very nasty iOS 8 JIT bug on ARM-64. #2094
+  var MAX_ARRAY_INDEX = Math.pow(2, 53) - 1;
+  var getLength = property('length');
+  var isArrayLike = function(collection) {
+    var length = getLength(collection);
+    return typeof length == 'number' && length >= 0 && length <= MAX_ARRAY_INDEX;
+  };
+
+  // Collection Functions
+  // --------------------
+
+  // The cornerstone, an `each` implementation, aka `forEach`.
+  // Handles raw objects in addition to array-likes. Treats all
+  // sparse array-likes as if they were dense.
+  _.each = _.forEach = function(obj, iteratee, context) {
+    iteratee = optimizeCb(iteratee, context);
+    var i, length;
+    if (isArrayLike(obj)) {
+      for (i = 0, length = obj.length; i < length; i++) {
+        iteratee(obj[i], i, obj);
+      }
+    } else {
+      var keys = _.keys(obj);
+      for (i = 0, length = keys.length; i < length; i++) {
+        iteratee(obj[keys[i]], keys[i], obj);
+      }
+    }
+    return obj;
+  };
+
+  // Return the results of applying the iteratee to each element.
+  _.map = _.collect = function(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var keys = !isArrayLike(obj) && _.keys(obj),
+        length = (keys || obj).length,
+        results = Array(length);
+    for (var index = 0; index < length; index++) {
+      var currentKey = keys ? keys[index] : index;
+      results[index] = iteratee(obj[currentKey], currentKey, obj);
+    }
+    return results;
+  };
+
+  // Create a reducing function iterating left or right.
+  function createReduce(dir) {
+    // Optimized iterator function as using arguments.length
+    // in the main function will deoptimize the, see #1991.
+    function iterator(obj, iteratee, memo, keys, index, length) {
+      for (; index >= 0 && index < length; index += dir) {
+        var currentKey = keys ? keys[index] : index;
+        memo = iteratee(memo, obj[currentKey], currentKey, obj);
+      }
+      return memo;
+    }
+
+    return function(obj, iteratee, memo, context) {
+      iteratee = optimizeCb(iteratee, context, 4);
+      var keys = !isArrayLike(obj) && _.keys(obj),
+          length = (keys || obj).length,
+          index = dir > 0 ? 0 : length - 1;
+      // Determine the initial value if none is provided.
+      if (arguments.length < 3) {
+        memo = obj[keys ? keys[index] : index];
+        index += dir;
+      }
+      return iterator(obj, iteratee, memo, keys, index, length);
+    };
+  }
+
+  // **Reduce** builds up a single result from a list of values, aka `inject`,
+  // or `foldl`.
+  _.reduce = _.foldl = _.inject = createReduce(1);
+
+  // The right-associative version of reduce, also known as `foldr`.
+  _.reduceRight = _.foldr = createReduce(-1);
+
+  // Return the first value which passes a truth test. Aliased as `detect`.
+  _.find = _.detect = function(obj, predicate, context) {
+    var key;
+    if (isArrayLike(obj)) {
+      key = _.findIndex(obj, predicate, context);
+    } else {
+      key = _.findKey(obj, predicate, context);
+    }
+    if (key !== void 0 && key !== -1) return obj[key];
+  };
+
+  // Return all the elements that pass a truth test.
+  // Aliased as `select`.
+  _.filter = _.select = function(obj, predicate, context) {
+    var results = [];
+    predicate = cb(predicate, context);
+    _.each(obj, function(value, index, list) {
+      if (predicate(value, index, list)) results.push(value);
+    });
+    return results;
+  };
+
+  // Return all the elements for which a truth test fails.
+  _.reject = function(obj, predicate, context) {
+    return _.filter(obj, _.negate(cb(predicate)), context);
+  };
+
+  // Determine whether all of the elements match a truth test.
+  // Aliased as `all`.
+  _.every = _.all = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var keys = !isArrayLike(obj) && _.keys(obj),
+        length = (keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = keys ? keys[index] : index;
+      if (!predicate(obj[currentKey], currentKey, obj)) return false;
+    }
+    return true;
+  };
+
+  // Determine if at least one element in the object matches a truth test.
+  // Aliased as `any`.
+  _.some = _.any = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var keys = !isArrayLike(obj) && _.keys(obj),
+        length = (keys || obj).length;
+    for (var index = 0; index < length; index++) {
+      var currentKey = keys ? keys[index] : index;
+      if (predicate(obj[currentKey], currentKey, obj)) return true;
+    }
+    return false;
+  };
+
+  // Determine if the array or object contains a given item (using `===`).
+  // Aliased as `includes` and `include`.
+  _.contains = _.includes = _.include = function(obj, item, fromIndex, guard) {
+    if (!isArrayLike(obj)) obj = _.values(obj);
+    if (typeof fromIndex != 'number' || guard) fromIndex = 0;
+    return _.indexOf(obj, item, fromIndex) >= 0;
+  };
+
+  // Invoke a method (with arguments) on every item in a collection.
+  _.invoke = function(obj, method) {
+    var args = slice.call(arguments, 2);
+    var isFunc = _.isFunction(method);
+    return _.map(obj, function(value) {
+      var func = isFunc ? method : value[method];
+      return func == null ? func : func.apply(value, args);
+    });
+  };
+
+  // Convenience version of a common use case of `map`: fetching a property.
+  _.pluck = function(obj, key) {
+    return _.map(obj, _.property(key));
+  };
+
+  // Convenience version of a common use case of `filter`: selecting only objects
+  // containing specific `key:value` pairs.
+  _.where = function(obj, attrs) {
+    return _.filter(obj, _.matcher(attrs));
+  };
+
+  // Convenience version of a common use case of `find`: getting the first object
+  // containing specific `key:value` pairs.
+  _.findWhere = function(obj, attrs) {
+    return _.find(obj, _.matcher(attrs));
+  };
+
+  // Return the maximum element (or element-based computation).
+  _.max = function(obj, iteratee, context) {
+    var result = -Infinity, lastComputed = -Infinity,
+        value, computed;
+    if (iteratee == null && obj != null) {
+      obj = isArrayLike(obj) ? obj : _.values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value > result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      _.each(obj, function(value, index, list) {
+        computed = iteratee(value, index, list);
+        if (computed > lastComputed || computed === -Infinity && result === -Infinity) {
+          result = value;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  };
+
+  // Return the minimum element (or element-based computation).
+  _.min = function(obj, iteratee, context) {
+    var result = Infinity, lastComputed = Infinity,
+        value, computed;
+    if (iteratee == null && obj != null) {
+      obj = isArrayLike(obj) ? obj : _.values(obj);
+      for (var i = 0, length = obj.length; i < length; i++) {
+        value = obj[i];
+        if (value < result) {
+          result = value;
+        }
+      }
+    } else {
+      iteratee = cb(iteratee, context);
+      _.each(obj, function(value, index, list) {
+        computed = iteratee(value, index, list);
+        if (computed < lastComputed || computed === Infinity && result === Infinity) {
+          result = value;
+          lastComputed = computed;
+        }
+      });
+    }
+    return result;
+  };
+
+  // Shuffle a collection, using the modern version of the
+  // [Fisher-Yates shuffle](http://en.wikipedia.org/wiki/Fisher–Yates_shuffle).
+  _.shuffle = function(obj) {
+    var set = isArrayLike(obj) ? obj : _.values(obj);
+    var length = set.length;
+    var shuffled = Array(length);
+    for (var index = 0, rand; index < length; index++) {
+      rand = _.random(0, index);
+      if (rand !== index) shuffled[index] = shuffled[rand];
+      shuffled[rand] = set[index];
+    }
+    return shuffled;
+  };
+
+  // Sample **n** random values from a collection.
+  // If **n** is not specified, returns a single random element.
+  // The internal `guard` argument allows it to work with `map`.
+  _.sample = function(obj, n, guard) {
+    if (n == null || guard) {
+      if (!isArrayLike(obj)) obj = _.values(obj);
+      return obj[_.random(obj.length - 1)];
+    }
+    return _.shuffle(obj).slice(0, Math.max(0, n));
+  };
+
+  // Sort the object's values by a criterion produced by an iteratee.
+  _.sortBy = function(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    return _.pluck(_.map(obj, function(value, index, list) {
+      return {
+        value: value,
+        index: index,
+        criteria: iteratee(value, index, list)
+      };
+    }).sort(function(left, right) {
+      var a = left.criteria;
+      var b = right.criteria;
+      if (a !== b) {
+        if (a > b || a === void 0) return 1;
+        if (a < b || b === void 0) return -1;
+      }
+      return left.index - right.index;
+    }), 'value');
+  };
+
+  // An internal function used for aggregate "group by" operations.
+  var group = function(behavior) {
+    return function(obj, iteratee, context) {
+      var result = {};
+      iteratee = cb(iteratee, context);
+      _.each(obj, function(value, index) {
+        var key = iteratee(value, index, obj);
+        behavior(result, value, key);
+      });
+      return result;
+    };
+  };
+
+  // Groups the object's values by a criterion. Pass either a string attribute
+  // to group by, or a function that returns the criterion.
+  _.groupBy = group(function(result, value, key) {
+    if (_.has(result, key)) result[key].push(value); else result[key] = [value];
+  });
+
+  // Indexes the object's values by a criterion, similar to `groupBy`, but for
+  // when you know that your index values will be unique.
+  _.indexBy = group(function(result, value, key) {
+    result[key] = value;
+  });
+
+  // Counts instances of an object that group by a certain criterion. Pass
+  // either a string attribute to count by, or a function that returns the
+  // criterion.
+  _.countBy = group(function(result, value, key) {
+    if (_.has(result, key)) result[key]++; else result[key] = 1;
+  });
+
+  // Safely create a real, live array from anything iterable.
+  _.toArray = function(obj) {
+    if (!obj) return [];
+    if (_.isArray(obj)) return slice.call(obj);
+    if (isArrayLike(obj)) return _.map(obj, _.identity);
+    return _.values(obj);
+  };
+
+  // Return the number of elements in an object.
+  _.size = function(obj) {
+    if (obj == null) return 0;
+    return isArrayLike(obj) ? obj.length : _.keys(obj).length;
+  };
+
+  // Split a collection into two arrays: one whose elements all satisfy the given
+  // predicate, and one whose elements all do not satisfy the predicate.
+  _.partition = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var pass = [], fail = [];
+    _.each(obj, function(value, key, obj) {
+      (predicate(value, key, obj) ? pass : fail).push(value);
+    });
+    return [pass, fail];
+  };
+
+  // Array Functions
+  // ---------------
+
+  // Get the first element of an array. Passing **n** will return the first N
+  // values in the array. Aliased as `head` and `take`. The **guard** check
+  // allows it to work with `_.map`.
+  _.first = _.head = _.take = function(array, n, guard) {
+    if (array == null) return void 0;
+    if (n == null || guard) return array[0];
+    return _.initial(array, array.length - n);
+  };
+
+  // Returns everything but the last entry of the array. Especially useful on
+  // the arguments object. Passing **n** will return all the values in
+  // the array, excluding the last N.
+  _.initial = function(array, n, guard) {
+    return slice.call(array, 0, Math.max(0, array.length - (n == null || guard ? 1 : n)));
+  };
+
+  // Get the last element of an array. Passing **n** will return the last N
+  // values in the array.
+  _.last = function(array, n, guard) {
+    if (array == null) return void 0;
+    if (n == null || guard) return array[array.length - 1];
+    return _.rest(array, Math.max(0, array.length - n));
+  };
+
+  // Returns everything but the first entry of the array. Aliased as `tail` and `drop`.
+  // Especially useful on the arguments object. Passing an **n** will return
+  // the rest N values in the array.
+  _.rest = _.tail = _.drop = function(array, n, guard) {
+    return slice.call(array, n == null || guard ? 1 : n);
+  };
+
+  // Trim out all falsy values from an array.
+  _.compact = function(array) {
+    return _.filter(array, _.identity);
+  };
+
+  // Internal implementation of a recursive `flatten` function.
+  var flatten = function(input, shallow, strict, startIndex) {
+    var output = [], idx = 0;
+    for (var i = startIndex || 0, length = getLength(input); i < length; i++) {
+      var value = input[i];
+      if (isArrayLike(value) && (_.isArray(value) || _.isArguments(value))) {
+        //flatten current level of array or arguments object
+        if (!shallow) value = flatten(value, shallow, strict);
+        var j = 0, len = value.length;
+        output.length += len;
+        while (j < len) {
+          output[idx++] = value[j++];
+        }
+      } else if (!strict) {
+        output[idx++] = value;
+      }
+    }
+    return output;
+  };
+
+  // Flatten out an array, either recursively (by default), or just one level.
+  _.flatten = function(array, shallow) {
+    return flatten(array, shallow, false);
+  };
+
+  // Return a version of the array that does not contain the specified value(s).
+  _.without = function(array) {
+    return _.difference(array, slice.call(arguments, 1));
+  };
+
+  // Produce a duplicate-free version of the array. If the array has already
+  // been sorted, you have the option of using a faster algorithm.
+  // Aliased as `unique`.
+  _.uniq = _.unique = function(array, isSorted, iteratee, context) {
+    if (!_.isBoolean(isSorted)) {
+      context = iteratee;
+      iteratee = isSorted;
+      isSorted = false;
+    }
+    if (iteratee != null) iteratee = cb(iteratee, context);
+    var result = [];
+    var seen = [];
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var value = array[i],
+          computed = iteratee ? iteratee(value, i, array) : value;
+      if (isSorted) {
+        if (!i || seen !== computed) result.push(value);
+        seen = computed;
+      } else if (iteratee) {
+        if (!_.contains(seen, computed)) {
+          seen.push(computed);
+          result.push(value);
+        }
+      } else if (!_.contains(result, value)) {
+        result.push(value);
+      }
+    }
+    return result;
+  };
+
+  // Produce an array that contains the union: each distinct element from all of
+  // the passed-in arrays.
+  _.union = function() {
+    return _.uniq(flatten(arguments, true, true));
+  };
+
+  // Produce an array that contains every item shared between all the
+  // passed-in arrays.
+  _.intersection = function(array) {
+    var result = [];
+    var argsLength = arguments.length;
+    for (var i = 0, length = getLength(array); i < length; i++) {
+      var item = array[i];
+      if (_.contains(result, item)) continue;
+      for (var j = 1; j < argsLength; j++) {
+        if (!_.contains(arguments[j], item)) break;
+      }
+      if (j === argsLength) result.push(item);
+    }
+    return result;
+  };
+
+  // Take the difference between one array and a number of other arrays.
+  // Only the elements present in just the first array will remain.
+  _.difference = function(array) {
+    var rest = flatten(arguments, true, true, 1);
+    return _.filter(array, function(value){
+      return !_.contains(rest, value);
+    });
+  };
+
+  // Zip together multiple lists into a single array -- elements that share
+  // an index go together.
+  _.zip = function() {
+    return _.unzip(arguments);
+  };
+
+  // Complement of _.zip. Unzip accepts an array of arrays and groups
+  // each array's elements on shared indices
+  _.unzip = function(array) {
+    var length = array && _.max(array, getLength).length || 0;
+    var result = Array(length);
+
+    for (var index = 0; index < length; index++) {
+      result[index] = _.pluck(array, index);
+    }
+    return result;
+  };
+
+  // Converts lists into objects. Pass either a single array of `[key, value]`
+  // pairs, or two parallel arrays of the same length -- one of keys, and one of
+  // the corresponding values.
+  _.object = function(list, values) {
+    var result = {};
+    for (var i = 0, length = getLength(list); i < length; i++) {
+      if (values) {
+        result[list[i]] = values[i];
+      } else {
+        result[list[i][0]] = list[i][1];
+      }
+    }
+    return result;
+  };
+
+  // Generator function to create the findIndex and findLastIndex functions
+  function createPredicateIndexFinder(dir) {
+    return function(array, predicate, context) {
+      predicate = cb(predicate, context);
+      var length = getLength(array);
+      var index = dir > 0 ? 0 : length - 1;
+      for (; index >= 0 && index < length; index += dir) {
+        if (predicate(array[index], index, array)) return index;
+      }
+      return -1;
+    };
+  }
+
+  // Returns the first index on an array-like that passes a predicate test
+  _.findIndex = createPredicateIndexFinder(1);
+  _.findLastIndex = createPredicateIndexFinder(-1);
+
+  // Use a comparator function to figure out the smallest index at which
+  // an object should be inserted so as to maintain order. Uses binary search.
+  _.sortedIndex = function(array, obj, iteratee, context) {
+    iteratee = cb(iteratee, context, 1);
+    var value = iteratee(obj);
+    var low = 0, high = getLength(array);
+    while (low < high) {
+      var mid = Math.floor((low + high) / 2);
+      if (iteratee(array[mid]) < value) low = mid + 1; else high = mid;
+    }
+    return low;
+  };
+
+  // Generator function to create the indexOf and lastIndexOf functions
+  function createIndexFinder(dir, predicateFind, sortedIndex) {
+    return function(array, item, idx) {
+      var i = 0, length = getLength(array);
+      if (typeof idx == 'number') {
+        if (dir > 0) {
+            i = idx >= 0 ? idx : Math.max(idx + length, i);
+        } else {
+            length = idx >= 0 ? Math.min(idx + 1, length) : idx + length + 1;
+        }
+      } else if (sortedIndex && idx && length) {
+        idx = sortedIndex(array, item);
+        return array[idx] === item ? idx : -1;
+      }
+      if (item !== item) {
+        idx = predicateFind(slice.call(array, i, length), _.isNaN);
+        return idx >= 0 ? idx + i : -1;
+      }
+      for (idx = dir > 0 ? i : length - 1; idx >= 0 && idx < length; idx += dir) {
+        if (array[idx] === item) return idx;
+      }
+      return -1;
+    };
+  }
+
+  // Return the position of the first occurrence of an item in an array,
+  // or -1 if the item is not included in the array.
+  // If the array is large and already in sort order, pass `true`
+  // for **isSorted** to use binary search.
+  _.indexOf = createIndexFinder(1, _.findIndex, _.sortedIndex);
+  _.lastIndexOf = createIndexFinder(-1, _.findLastIndex);
+
+  // Generate an integer Array containing an arithmetic progression. A port of
+  // the native Python `range()` function. See
+  // [the Python documentation](http://docs.python.org/library/functions.html#range).
+  _.range = function(start, stop, step) {
+    if (stop == null) {
+      stop = start || 0;
+      start = 0;
+    }
+    step = step || 1;
+
+    var length = Math.max(Math.ceil((stop - start) / step), 0);
+    var range = Array(length);
+
+    for (var idx = 0; idx < length; idx++, start += step) {
+      range[idx] = start;
+    }
+
+    return range;
+  };
+
+  // Function (ahem) Functions
+  // ------------------
+
+  // Determines whether to execute a function as a constructor
+  // or a normal function with the provided arguments
+  var executeBound = function(sourceFunc, boundFunc, context, callingContext, args) {
+    if (!(callingContext instanceof boundFunc)) return sourceFunc.apply(context, args);
+    var self = baseCreate(sourceFunc.prototype);
+    var result = sourceFunc.apply(self, args);
+    if (_.isObject(result)) return result;
+    return self;
+  };
+
+  // Create a function bound to a given object (assigning `this`, and arguments,
+  // optionally). Delegates to **ECMAScript 5**'s native `Function.bind` if
+  // available.
+  _.bind = function(func, context) {
+    if (nativeBind && func.bind === nativeBind) return nativeBind.apply(func, slice.call(arguments, 1));
+    if (!_.isFunction(func)) throw new TypeError('Bind must be called on a function');
+    var args = slice.call(arguments, 2);
+    var bound = function() {
+      return executeBound(func, bound, context, this, args.concat(slice.call(arguments)));
+    };
+    return bound;
+  };
+
+  // Partially apply a function by creating a version that has had some of its
+  // arguments pre-filled, without changing its dynamic `this` context. _ acts
+  // as a placeholder, allowing any combination of arguments to be pre-filled.
+  _.partial = function(func) {
+    var boundArgs = slice.call(arguments, 1);
+    var bound = function() {
+      var position = 0, length = boundArgs.length;
+      var args = Array(length);
+      for (var i = 0; i < length; i++) {
+        args[i] = boundArgs[i] === _ ? arguments[position++] : boundArgs[i];
+      }
+      while (position < arguments.length) args.push(arguments[position++]);
+      return executeBound(func, bound, this, this, args);
+    };
+    return bound;
+  };
+
+  // Bind a number of an object's methods to that object. Remaining arguments
+  // are the method names to be bound. Useful for ensuring that all callbacks
+  // defined on an object belong to it.
+  _.bindAll = function(obj) {
+    var i, length = arguments.length, key;
+    if (length <= 1) throw new Error('bindAll must be passed function names');
+    for (i = 1; i < length; i++) {
+      key = arguments[i];
+      obj[key] = _.bind(obj[key], obj);
+    }
+    return obj;
+  };
+
+  // Memoize an expensive function by storing its results.
+  _.memoize = function(func, hasher) {
+    var memoize = function(key) {
+      var cache = memoize.cache;
+      var address = '' + (hasher ? hasher.apply(this, arguments) : key);
+      if (!_.has(cache, address)) cache[address] = func.apply(this, arguments);
+      return cache[address];
+    };
+    memoize.cache = {};
+    return memoize;
+  };
+
+  // Delays a function for the given number of milliseconds, and then calls
+  // it with the arguments supplied.
+  _.delay = function(func, wait) {
+    var args = slice.call(arguments, 2);
+    return setTimeout(function(){
+      return func.apply(null, args);
+    }, wait);
+  };
+
+  // Defers a function, scheduling it to run after the current call stack has
+  // cleared.
+  _.defer = _.partial(_.delay, _, 1);
+
+  // Returns a function, that, when invoked, will only be triggered at most once
+  // during a given window of time. Normally, the throttled function will run
+  // as much as it can, without ever going more than once per `wait` duration;
+  // but if you'd like to disable the execution on the leading edge, pass
+  // `{leading: false}`. To disable execution on the trailing edge, ditto.
+  _.throttle = function(func, wait, options) {
+    var context, args, result;
+    var timeout = null;
+    var previous = 0;
+    if (!options) options = {};
+    var later = function() {
+      previous = options.leading === false ? 0 : _.now();
+      timeout = null;
+      result = func.apply(context, args);
+      if (!timeout) context = args = null;
+    };
+    return function() {
+      var now = _.now();
+      if (!previous && options.leading === false) previous = now;
+      var remaining = wait - (now - previous);
+      context = this;
+      args = arguments;
+      if (remaining <= 0 || remaining > wait) {
+        if (timeout) {
+          clearTimeout(timeout);
+          timeout = null;
+        }
+        previous = now;
+        result = func.apply(context, args);
+        if (!timeout) context = args = null;
+      } else if (!timeout && options.trailing !== false) {
+        timeout = setTimeout(later, remaining);
+      }
+      return result;
+    };
+  };
+
+  // Returns a function, that, as long as it continues to be invoked, will not
+  // be triggered. The function will be called after it stops being called for
+  // N milliseconds. If `immediate` is passed, trigger the function on the
+  // leading edge, instead of the trailing.
+  _.debounce = function(func, wait, immediate) {
+    var timeout, args, context, timestamp, result;
+
+    var later = function() {
+      var last = _.now() - timestamp;
+
+      if (last < wait && last >= 0) {
+        timeout = setTimeout(later, wait - last);
+      } else {
+        timeout = null;
+        if (!immediate) {
+          result = func.apply(context, args);
+          if (!timeout) context = args = null;
+        }
+      }
+    };
+
+    return function() {
+      context = this;
+      args = arguments;
+      timestamp = _.now();
+      var callNow = immediate && !timeout;
+      if (!timeout) timeout = setTimeout(later, wait);
+      if (callNow) {
+        result = func.apply(context, args);
+        context = args = null;
+      }
+
+      return result;
+    };
+  };
+
+  // Returns the first function passed as an argument to the second,
+  // allowing you to adjust arguments, run code before and after, and
+  // conditionally execute the original function.
+  _.wrap = function(func, wrapper) {
+    return _.partial(wrapper, func);
+  };
+
+  // Returns a negated version of the passed-in predicate.
+  _.negate = function(predicate) {
+    return function() {
+      return !predicate.apply(this, arguments);
+    };
+  };
+
+  // Returns a function that is the composition of a list of functions, each
+  // consuming the return value of the function that follows.
+  _.compose = function() {
+    var args = arguments;
+    var start = args.length - 1;
+    return function() {
+      var i = start;
+      var result = args[start].apply(this, arguments);
+      while (i--) result = args[i].call(this, result);
+      return result;
+    };
+  };
+
+  // Returns a function that will only be executed on and after the Nth call.
+  _.after = function(times, func) {
+    return function() {
+      if (--times < 1) {
+        return func.apply(this, arguments);
+      }
+    };
+  };
+
+  // Returns a function that will only be executed up to (but not including) the Nth call.
+  _.before = function(times, func) {
+    var memo;
+    return function() {
+      if (--times > 0) {
+        memo = func.apply(this, arguments);
+      }
+      if (times <= 1) func = null;
+      return memo;
+    };
+  };
+
+  // Returns a function that will be executed at most one time, no matter how
+  // often you call it. Useful for lazy initialization.
+  _.once = _.partial(_.before, 2);
+
+  // Object Functions
+  // ----------------
+
+  // Keys in IE < 9 that won't be iterated by `for key in ...` and thus missed.
+  var hasEnumBug = !{toString: null}.propertyIsEnumerable('toString');
+  var nonEnumerableProps = ['valueOf', 'isPrototypeOf', 'toString',
+                      'propertyIsEnumerable', 'hasOwnProperty', 'toLocaleString'];
+
+  function collectNonEnumProps(obj, keys) {
+    var nonEnumIdx = nonEnumerableProps.length;
+    var constructor = obj.constructor;
+    var proto = (_.isFunction(constructor) && constructor.prototype) || ObjProto;
+
+    // Constructor is a special case.
+    var prop = 'constructor';
+    if (_.has(obj, prop) && !_.contains(keys, prop)) keys.push(prop);
+
+    while (nonEnumIdx--) {
+      prop = nonEnumerableProps[nonEnumIdx];
+      if (prop in obj && obj[prop] !== proto[prop] && !_.contains(keys, prop)) {
+        keys.push(prop);
+      }
+    }
+  }
+
+  // Retrieve the names of an object's own properties.
+  // Delegates to **ECMAScript 5**'s native `Object.keys`
+  _.keys = function(obj) {
+    if (!_.isObject(obj)) return [];
+    if (nativeKeys) return nativeKeys(obj);
+    var keys = [];
+    for (var key in obj) if (_.has(obj, key)) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  };
+
+  // Retrieve all the property names of an object.
+  _.allKeys = function(obj) {
+    if (!_.isObject(obj)) return [];
+    var keys = [];
+    for (var key in obj) keys.push(key);
+    // Ahem, IE < 9.
+    if (hasEnumBug) collectNonEnumProps(obj, keys);
+    return keys;
+  };
+
+  // Retrieve the values of an object's properties.
+  _.values = function(obj) {
+    var keys = _.keys(obj);
+    var length = keys.length;
+    var values = Array(length);
+    for (var i = 0; i < length; i++) {
+      values[i] = obj[keys[i]];
+    }
+    return values;
+  };
+
+  // Returns the results of applying the iteratee to each element of the object
+  // In contrast to _.map it returns an object
+  _.mapObject = function(obj, iteratee, context) {
+    iteratee = cb(iteratee, context);
+    var keys =  _.keys(obj),
+          length = keys.length,
+          results = {},
+          currentKey;
+      for (var index = 0; index < length; index++) {
+        currentKey = keys[index];
+        results[currentKey] = iteratee(obj[currentKey], currentKey, obj);
+      }
+      return results;
+  };
+
+  // Convert an object into a list of `[key, value]` pairs.
+  _.pairs = function(obj) {
+    var keys = _.keys(obj);
+    var length = keys.length;
+    var pairs = Array(length);
+    for (var i = 0; i < length; i++) {
+      pairs[i] = [keys[i], obj[keys[i]]];
+    }
+    return pairs;
+  };
+
+  // Invert the keys and values of an object. The values must be serializable.
+  _.invert = function(obj) {
+    var result = {};
+    var keys = _.keys(obj);
+    for (var i = 0, length = keys.length; i < length; i++) {
+      result[obj[keys[i]]] = keys[i];
+    }
+    return result;
+  };
+
+  // Return a sorted list of the function names available on the object.
+  // Aliased as `methods`
+  _.functions = _.methods = function(obj) {
+    var names = [];
+    for (var key in obj) {
+      if (_.isFunction(obj[key])) names.push(key);
+    }
+    return names.sort();
+  };
+
+  // Extend a given object with all the properties in passed-in object(s).
+  _.extend = createAssigner(_.allKeys);
+
+  // Assigns a given object with all the own properties in the passed-in object(s)
+  // (https://developer.mozilla.org/docs/Web/JavaScript/Reference/Global_Objects/Object/assign)
+  _.extendOwn = _.assign = createAssigner(_.keys);
+
+  // Returns the first key on an object that passes a predicate test
+  _.findKey = function(obj, predicate, context) {
+    predicate = cb(predicate, context);
+    var keys = _.keys(obj), key;
+    for (var i = 0, length = keys.length; i < length; i++) {
+      key = keys[i];
+      if (predicate(obj[key], key, obj)) return key;
+    }
+  };
+
+  // Return a copy of the object only containing the whitelisted properties.
+  _.pick = function(object, oiteratee, context) {
+    var result = {}, obj = object, iteratee, keys;
+    if (obj == null) return result;
+    if (_.isFunction(oiteratee)) {
+      keys = _.allKeys(obj);
+      iteratee = optimizeCb(oiteratee, context);
+    } else {
+      keys = flatten(arguments, false, false, 1);
+      iteratee = function(value, key, obj) { return key in obj; };
+      obj = Object(obj);
+    }
+    for (var i = 0, length = keys.length; i < length; i++) {
+      var key = keys[i];
+      var value = obj[key];
+      if (iteratee(value, key, obj)) result[key] = value;
+    }
+    return result;
+  };
+
+   // Return a copy of the object without the blacklisted properties.
+  _.omit = function(obj, iteratee, context) {
+    if (_.isFunction(iteratee)) {
+      iteratee = _.negate(iteratee);
+    } else {
+      var keys = _.map(flatten(arguments, false, false, 1), String);
+      iteratee = function(value, key) {
+        return !_.contains(keys, key);
+      };
+    }
+    return _.pick(obj, iteratee, context);
+  };
+
+  // Fill in a given object with default properties.
+  _.defaults = createAssigner(_.allKeys, true);
+
+  // Creates an object that inherits from the given prototype object.
+  // If additional properties are provided then they will be added to the
+  // created object.
+  _.create = function(prototype, props) {
+    var result = baseCreate(prototype);
+    if (props) _.extendOwn(result, props);
+    return result;
+  };
+
+  // Create a (shallow-cloned) duplicate of an object.
+  _.clone = function(obj) {
+    if (!_.isObject(obj)) return obj;
+    return _.isArray(obj) ? obj.slice() : _.extend({}, obj);
+  };
+
+  // Invokes interceptor with the obj, and then returns obj.
+  // The primary purpose of this method is to "tap into" a method chain, in
+  // order to perform operations on intermediate results within the chain.
+  _.tap = function(obj, interceptor) {
+    interceptor(obj);
+    return obj;
+  };
+
+  // Returns whether an object has a given set of `key:value` pairs.
+  _.isMatch = function(object, attrs) {
+    var keys = _.keys(attrs), length = keys.length;
+    if (object == null) return !length;
+    var obj = Object(object);
+    for (var i = 0; i < length; i++) {
+      var key = keys[i];
+      if (attrs[key] !== obj[key] || !(key in obj)) return false;
+    }
+    return true;
+  };
+
+
+  // Internal recursive comparison function for `isEqual`.
+  var eq = function(a, b, aStack, bStack) {
+    // Identical objects are equal. `0 === -0`, but they aren't identical.
+    // See the [Harmony `egal` proposal](http://wiki.ecmascript.org/doku.php?id=harmony:egal).
+    if (a === b) return a !== 0 || 1 / a === 1 / b;
+    // A strict comparison is necessary because `null == undefined`.
+    if (a == null || b == null) return a === b;
+    // Unwrap any wrapped objects.
+    if (a instanceof _) a = a._wrapped;
+    if (b instanceof _) b = b._wrapped;
+    // Compare `[[Class]]` names.
+    var className = toString.call(a);
+    if (className !== toString.call(b)) return false;
+    switch (className) {
+      // Strings, numbers, regular expressions, dates, and booleans are compared by value.
+      case '[object RegExp]':
+      // RegExps are coerced to strings for comparison (Note: '' + /a/i === '/a/i')
+      case '[object String]':
+        // Primitives and their corresponding object wrappers are equivalent; thus, `"5"` is
+        // equivalent to `new String("5")`.
+        return '' + a === '' + b;
+      case '[object Number]':
+        // `NaN`s are equivalent, but non-reflexive.
+        // Object(NaN) is equivalent to NaN
+        if (+a !== +a) return +b !== +b;
+        // An `egal` comparison is performed for other numeric values.
+        return +a === 0 ? 1 / +a === 1 / b : +a === +b;
+      case '[object Date]':
+      case '[object Boolean]':
+        // Coerce dates and booleans to numeric primitive values. Dates are compared by their
+        // millisecond representations. Note that invalid dates with millisecond representations
+        // of `NaN` are not equivalent.
+        return +a === +b;
+    }
+
+    var areArrays = className === '[object Array]';
+    if (!areArrays) {
+      if (typeof a != 'object' || typeof b != 'object') return false;
+
+      // Objects with different constructors are not equivalent, but `Object`s or `Array`s
+      // from different frames are.
+      var aCtor = a.constructor, bCtor = b.constructor;
+      if (aCtor !== bCtor && !(_.isFunction(aCtor) && aCtor instanceof aCtor &&
+                               _.isFunction(bCtor) && bCtor instanceof bCtor)
+                          && ('constructor' in a && 'constructor' in b)) {
+        return false;
+      }
+    }
+    // Assume equality for cyclic structures. The algorithm for detecting cyclic
+    // structures is adapted from ES 5.1 section 15.12.3, abstract operation `JO`.
+
+    // Initializing stack of traversed objects.
+    // It's done here since we only need them for objects and arrays comparison.
+    aStack = aStack || [];
+    bStack = bStack || [];
+    var length = aStack.length;
+    while (length--) {
+      // Linear search. Performance is inversely proportional to the number of
+      // unique nested structures.
+      if (aStack[length] === a) return bStack[length] === b;
+    }
+
+    // Add the first object to the stack of traversed objects.
+    aStack.push(a);
+    bStack.push(b);
+
+    // Recursively compare objects and arrays.
+    if (areArrays) {
+      // Compare array lengths to determine if a deep comparison is necessary.
+      length = a.length;
+      if (length !== b.length) return false;
+      // Deep compare the contents, ignoring non-numeric properties.
+      while (length--) {
+        if (!eq(a[length], b[length], aStack, bStack)) return false;
+      }
+    } else {
+      // Deep compare objects.
+      var keys = _.keys(a), key;
+      length = keys.length;
+      // Ensure that both objects contain the same number of properties before comparing deep equality.
+      if (_.keys(b).length !== length) return false;
+      while (length--) {
+        // Deep compare each member
+        key = keys[length];
+        if (!(_.has(b, key) && eq(a[key], b[key], aStack, bStack))) return false;
+      }
+    }
+    // Remove the first object from the stack of traversed objects.
+    aStack.pop();
+    bStack.pop();
+    return true;
+  };
+
+  // Perform a deep comparison to check if two objects are equal.
+  _.isEqual = function(a, b) {
+    return eq(a, b);
+  };
+
+  // Is a given array, string, or object empty?
+  // An "empty" object has no enumerable own-properties.
+  _.isEmpty = function(obj) {
+    if (obj == null) return true;
+    if (isArrayLike(obj) && (_.isArray(obj) || _.isString(obj) || _.isArguments(obj))) return obj.length === 0;
+    return _.keys(obj).length === 0;
+  };
+
+  // Is a given value a DOM element?
+  _.isElement = function(obj) {
+    return !!(obj && obj.nodeType === 1);
+  };
+
+  // Is a given value an array?
+  // Delegates to ECMA5's native Array.isArray
+  _.isArray = nativeIsArray || function(obj) {
+    return toString.call(obj) === '[object Array]';
+  };
+
+  // Is a given variable an object?
+  _.isObject = function(obj) {
+    var type = typeof obj;
+    return type === 'function' || type === 'object' && !!obj;
+  };
+
+  // Add some isType methods: isArguments, isFunction, isString, isNumber, isDate, isRegExp, isError.
+  _.each(['Arguments', 'Function', 'String', 'Number', 'Date', 'RegExp', 'Error'], function(name) {
+    _['is' + name] = function(obj) {
+      return toString.call(obj) === '[object ' + name + ']';
+    };
+  });
+
+  // Define a fallback version of the method in browsers (ahem, IE < 9), where
+  // there isn't any inspectable "Arguments" type.
+  if (!_.isArguments(arguments)) {
+    _.isArguments = function(obj) {
+      return _.has(obj, 'callee');
+    };
+  }
+
+  // Optimize `isFunction` if appropriate. Work around some typeof bugs in old v8,
+  // IE 11 (#1621), and in Safari 8 (#1929).
+  if (typeof /./ != 'function' && typeof Int8Array != 'object') {
+    _.isFunction = function(obj) {
+      return typeof obj == 'function' || false;
+    };
+  }
+
+  // Is a given object a finite number?
+  _.isFinite = function(obj) {
+    return isFinite(obj) && !isNaN(parseFloat(obj));
+  };
+
+  // Is the given value `NaN`? (NaN is the only number which does not equal itself).
+  _.isNaN = function(obj) {
+    return _.isNumber(obj) && obj !== +obj;
+  };
+
+  // Is a given value a boolean?
+  _.isBoolean = function(obj) {
+    return obj === true || obj === false || toString.call(obj) === '[object Boolean]';
+  };
+
+  // Is a given value equal to null?
+  _.isNull = function(obj) {
+    return obj === null;
+  };
+
+  // Is a given variable undefined?
+  _.isUndefined = function(obj) {
+    return obj === void 0;
+  };
+
+  // Shortcut function for checking if an object has a given property directly
+  // on itself (in other words, not on a prototype).
+  _.has = function(obj, key) {
+    return obj != null && hasOwnProperty.call(obj, key);
+  };
+
+  // Utility Functions
+  // -----------------
+
+  // Run Underscore.js in *noConflict* mode, returning the `_` variable to its
+  // previous owner. Returns a reference to the Underscore object.
+  _.noConflict = function() {
+    root._ = previousUnderscore;
+    return this;
+  };
+
+  // Keep the identity function around for default iteratees.
+  _.identity = function(value) {
+    return value;
+  };
+
+  // Predicate-generating functions. Often useful outside of Underscore.
+  _.constant = function(value) {
+    return function() {
+      return value;
+    };
+  };
+
+  _.noop = function(){};
+
+  _.property = property;
+
+  // Generates a function for a given object that returns a given property.
+  _.propertyOf = function(obj) {
+    return obj == null ? function(){} : function(key) {
+      return obj[key];
+    };
+  };
+
+  // Returns a predicate for checking whether an object has a given set of
+  // `key:value` pairs.
+  _.matcher = _.matches = function(attrs) {
+    attrs = _.extendOwn({}, attrs);
+    return function(obj) {
+      return _.isMatch(obj, attrs);
+    };
+  };
+
+  // Run a function **n** times.
+  _.times = function(n, iteratee, context) {
+    var accum = Array(Math.max(0, n));
+    iteratee = optimizeCb(iteratee, context, 1);
+    for (var i = 0; i < n; i++) accum[i] = iteratee(i);
+    return accum;
+  };
+
+  // Return a random integer between min and max (inclusive).
+  _.random = function(min, max) {
+    if (max == null) {
+      max = min;
+      min = 0;
+    }
+    return min + Math.floor(Math.random() * (max - min + 1));
+  };
+
+  // A (possibly faster) way to get the current timestamp as an integer.
+  _.now = Date.now || function() {
+    return new Date().getTime();
+  };
+
+   // List of HTML entities for escaping.
+  var escapeMap = {
+    '&': '&amp;',
+    '<': '&lt;',
+    '>': '&gt;',
+    '"': '&quot;',
+    "'": '&#x27;',
+    '`': '&#x60;'
+  };
+  var unescapeMap = _.invert(escapeMap);
+
+  // Functions for escaping and unescaping strings to/from HTML interpolation.
+  var createEscaper = function(map) {
+    var escaper = function(match) {
+      return map[match];
+    };
+    // Regexes for identifying a key that needs to be escaped
+    var source = '(?:' + _.keys(map).join('|') + ')';
+    var testRegexp = RegExp(source);
+    var replaceRegexp = RegExp(source, 'g');
+    return function(string) {
+      string = string == null ? '' : '' + string;
+      return testRegexp.test(string) ? string.replace(replaceRegexp, escaper) : string;
+    };
+  };
+  _.escape = createEscaper(escapeMap);
+  _.unescape = createEscaper(unescapeMap);
+
+  // If the value of the named `property` is a function then invoke it with the
+  // `object` as context; otherwise, return it.
+  _.result = function(object, property, fallback) {
+    var value = object == null ? void 0 : object[property];
+    if (value === void 0) {
+      value = fallback;
+    }
+    return _.isFunction(value) ? value.call(object) : value;
+  };
+
+  // Generate a unique integer id (unique within the entire client session).
+  // Useful for temporary DOM ids.
+  var idCounter = 0;
+  _.uniqueId = function(prefix) {
+    var id = ++idCounter + '';
+    return prefix ? prefix + id : id;
+  };
+
+  // By default, Underscore uses ERB-style template delimiters, change the
+  // following template settings to use alternative delimiters.
+  _.templateSettings = {
+    evaluate    : /<%([\s\S]+?)%>/g,
+    interpolate : /<%=([\s\S]+?)%>/g,
+    escape      : /<%-([\s\S]+?)%>/g
+  };
+
+  // When customizing `templateSettings`, if you don't want to define an
+  // interpolation, evaluation or escaping regex, we need one that is
+  // guaranteed not to match.
+  var noMatch = /(.)^/;
+
+  // Certain characters need to be escaped so that they can be put into a
+  // string literal.
+  var escapes = {
+    "'":      "'",
+    '\\':     '\\',
+    '\r':     'r',
+    '\n':     'n',
+    '\u2028': 'u2028',
+    '\u2029': 'u2029'
+  };
+
+  var escaper = /\\|'|\r|\n|\u2028|\u2029/g;
+
+  var escapeChar = function(match) {
+    return '\\' + escapes[match];
+  };
+
+  // JavaScript micro-templating, similar to John Resig's implementation.
+  // Underscore templating handles arbitrary delimiters, preserves whitespace,
+  // and correctly escapes quotes within interpolated code.
+  // NB: `oldSettings` only exists for backwards compatibility.
+  _.template = function(text, settings, oldSettings) {
+    if (!settings && oldSettings) settings = oldSettings;
+    settings = _.defaults({}, settings, _.templateSettings);
+
+    // Combine delimiters into one regular expression via alternation.
+    var matcher = RegExp([
+      (settings.escape || noMatch).source,
+      (settings.interpolate || noMatch).source,
+      (settings.evaluate || noMatch).source
+    ].join('|') + '|$', 'g');
+
+    // Compile the template source, escaping string literals appropriately.
+    var index = 0;
+    var source = "__p+='";
+    text.replace(matcher, function(match, escape, interpolate, evaluate, offset) {
+      source += text.slice(index, offset).replace(escaper, escapeChar);
+      index = offset + match.length;
+
+      if (escape) {
+        source += "'+\n((__t=(" + escape + "))==null?'':_.escape(__t))+\n'";
+      } else if (interpolate) {
+        source += "'+\n((__t=(" + interpolate + "))==null?'':__t)+\n'";
+      } else if (evaluate) {
+        source += "';\n" + evaluate + "\n__p+='";
+      }
+
+      // Adobe VMs need the match returned to produce the correct offest.
+      return match;
+    });
+    source += "';\n";
+
+    // If a variable is not specified, place data values in local scope.
+    if (!settings.variable) source = 'with(obj||{}){\n' + source + '}\n';
+
+    source = "var __t,__p='',__j=Array.prototype.join," +
+      "print=function(){__p+=__j.call(arguments,'');};\n" +
+      source + 'return __p;\n';
+
+    try {
+      var render = new Function(settings.variable || 'obj', '_', source);
+    } catch (e) {
+      e.source = source;
+      throw e;
+    }
+
+    var template = function(data) {
+      return render.call(this, data, _);
+    };
+
+    // Provide the compiled source as a convenience for precompilation.
+    var argument = settings.variable || 'obj';
+    template.source = 'function(' + argument + '){\n' + source + '}';
+
+    return template;
+  };
+
+  // Add a "chain" function. Start chaining a wrapped Underscore object.
+  _.chain = function(obj) {
+    var instance = _(obj);
+    instance._chain = true;
+    return instance;
+  };
+
+  // OOP
+  // ---------------
+  // If Underscore is called as a function, it returns a wrapped object that
+  // can be used OO-style. This wrapper holds altered versions of all the
+  // underscore functions. Wrapped objects may be chained.
+
+  // Helper function to continue chaining intermediate results.
+  var result = function(instance, obj) {
+    return instance._chain ? _(obj).chain() : obj;
+  };
+
+  // Add your own custom functions to the Underscore object.
+  _.mixin = function(obj) {
+    _.each(_.functions(obj), function(name) {
+      var func = _[name] = obj[name];
+      _.prototype[name] = function() {
+        var args = [this._wrapped];
+        push.apply(args, arguments);
+        return result(this, func.apply(_, args));
+      };
+    });
+  };
+
+  // Add all of the Underscore functions to the wrapper object.
+  _.mixin(_);
+
+  // Add all mutator Array functions to the wrapper.
+  _.each(['pop', 'push', 'reverse', 'shift', 'sort', 'splice', 'unshift'], function(name) {
+    var method = ArrayProto[name];
+    _.prototype[name] = function() {
+      var obj = this._wrapped;
+      method.apply(obj, arguments);
+      if ((name === 'shift' || name === 'splice') && obj.length === 0) delete obj[0];
+      return result(this, obj);
+    };
+  });
+
+  // Add all accessor Array functions to the wrapper.
+  _.each(['concat', 'join', 'slice'], function(name) {
+    var method = ArrayProto[name];
+    _.prototype[name] = function() {
+      return result(this, method.apply(this._wrapped, arguments));
+    };
+  });
+
+  // Extracts the result from a wrapped and chained object.
+  _.prototype.value = function() {
+    return this._wrapped;
+  };
+
+  // Provide unwrapping proxy for some methods used in engine operations
+  // such as arithmetic and JSON stringification.
+  _.prototype.valueOf = _.prototype.toJSON = _.prototype.value;
+
+  _.prototype.toString = function() {
+    return '' + this._wrapped;
+  };
+
+  // AMD registration happens at the end for compatibility with AMD loaders
+  // that may not enforce next-turn semantics on modules. Even though general
+  // practice for AMD registration is to be anonymous, underscore registers
+  // as a named module because, like jQuery, it is a base library that is
+  // popular enough to be bundled in a third party lib, but not be part of
+  // an AMD load request. Those cases could generate an error when an
+  // anonymous define() is called outside of a loader request.
+  if (typeof define === 'function' && define.amd) {
+    define('underscore', [], function() {
+      return _;
+    });
+  }
+}.call(this));
+
+},{}],26:[function(require,module,exports){
+arguments[4][19][0].apply(exports,arguments)
+},{"dup":19}],27:[function(require,module,exports){
+module.exports = function isBuffer(arg) {
+  return arg && typeof arg === 'object'
+    && typeof arg.copy === 'function'
+    && typeof arg.fill === 'function'
+    && typeof arg.readUInt8 === 'function';
+}
+},{}],28:[function(require,module,exports){
+(function (process,global){
+// Copyright Joyent, Inc. and other Node contributors.
+//
+// Permission is hereby granted, free of charge, to any person obtaining a
+// copy of this software and associated documentation files (the
+// "Software"), to deal in the Software without restriction, including
+// without limitation the rights to use, copy, modify, merge, publish,
+// distribute, sublicense, and/or sell copies of the Software, and to permit
+// persons to whom the Software is furnished to do so, subject to the
+// following conditions:
+//
+// The above copyright notice and this permission notice shall be included
+// in all copies or substantial portions of the Software.
+//
+// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS
+// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
+// MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN
+// NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM,
+// DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR
+// OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE
+// USE OR OTHER DEALINGS IN THE SOFTWARE.
+
+var formatRegExp = /%[sdj%]/g;
+exports.format = function(f) {
+  if (!isString(f)) {
+    var objects = [];
+    for (var i = 0; i < arguments.length; i++) {
+      objects.push(inspect(arguments[i]));
+    }
+    return objects.join(' ');
+  }
+
+  var i = 1;
+  var args = arguments;
+  var len = args.length;
+  var str = String(f).replace(formatRegExp, function(x) {
+    if (x === '%%') return '%';
+    if (i >= len) return x;
+    switch (x) {
+      case '%s': return String(args[i++]);
+      case '%d': return Number(args[i++]);
+      case '%j':
+        try {
+          return JSON.stringify(args[i++]);
+        } catch (_) {
+          return '[Circular]';
+        }
+      default:
+        return x;
+    }
+  });
+  for (var x = args[i]; i < len; x = args[++i]) {
+    if (isNull(x) || !isObject(x)) {
+      str += ' ' + x;
+    } else {
+      str += ' ' + inspect(x);
+    }
+  }
+  return str;
+};
+
+
+// Mark that a method should not be used.
+// Returns a modified function which warns once by default.
+// If --no-deprecation is set, then it is a no-op.
+exports.deprecate = function(fn, msg) {
+  // Allow for deprecating things in the process of starting up.
+  if (isUndefined(global.process)) {
+    return function() {
+      return exports.deprecate(fn, msg).apply(this, arguments);
+    };
+  }
+
+  if (process.noDeprecation === true) {
+    return fn;
+  }
+
+  var warned = false;
+  function deprecated() {
+    if (!warned) {
+      if (process.throwDeprecation) {
+        throw new Error(msg);
+      } else if (process.traceDeprecation) {
+        console.trace(msg);
+      } else {
+        console.error(msg);
+      }
+      warned = true;
+    }
+    return fn.apply(this, arguments);
+  }
+
+  return deprecated;
+};
+
+
+var debugs = {};
+var debugEnviron;
+exports.debuglog = function(set) {
+  if (isUndefined(debugEnviron))
+    debugEnviron = process.env.NODE_DEBUG || '';
+  set = set.toUpperCase();
+  if (!debugs[set]) {
+    if (new RegExp('\\b' + set + '\\b', 'i').test(debugEnviron)) {
+      var pid = process.pid;
+      debugs[set] = function() {
+        var msg = exports.format.apply(exports, arguments);
+        console.error('%s %d: %s', set, pid, msg);
+      };
+    } else {
+      debugs[set] = function() {};
+    }
+  }
+  return debugs[set];
+};
+
+
+/**
+ * Echos the value of a value. Trys to print the value out
+ * in the best way possible given the different types.
+ *
+ * @param {Object} obj The object to print out.
+ * @param {Object} opts Optional options object that alters the output.
+ */
+/* legacy: obj, showHidden, depth, colors*/
+function inspect(obj, opts) {
+  // default options
+  var ctx = {
+    seen: [],
+    stylize: stylizeNoColor
+  };
+  // legacy...
+  if (arguments.length >= 3) ctx.depth = arguments[2];
+  if (arguments.length >= 4) ctx.colors = arguments[3];
+  if (isBoolean(opts)) {
+    // legacy...
+    ctx.showHidden = opts;
+  } else if (opts) {
+    // got an "options" object
+    exports._extend(ctx, opts);
+  }
+  // set default options
+  if (isUndefined(ctx.showHidden)) ctx.showHidden = false;
+  if (isUndefined(ctx.depth)) ctx.depth = 2;
+  if (isUndefined(ctx.colors)) ctx.colors = false;
+  if (isUndefined(ctx.customInspect)) ctx.customInspect = true;
+  if (ctx.colors) ctx.stylize = stylizeWithColor;
+  return formatValue(ctx, obj, ctx.depth);
+}
+exports.inspect = inspect;
+
+
+// http://en.wikipedia.org/wiki/ANSI_escape_code#graphics
+inspect.colors = {
+  'bold' : [1, 22],
+  'italic' : [3, 23],
+  'underline' : [4, 24],
+  'inverse' : [7, 27],
+  'white' : [37, 39],
+  'grey' : [90, 39],
+  'black' : [30, 39],
+  'blue' : [34, 39],
+  'cyan' : [36, 39],
+  'green' : [32, 39],
+  'magenta' : [35, 39],
+  'red' : [31, 39],
+  'yellow' : [33, 39]
+};
+
+// Don't use 'blue' not visible on cmd.exe
+inspect.styles = {
+  'special': 'cyan',
+  'number': 'yellow',
+  'boolean': 'yellow',
+  'undefined': 'grey',
+  'null': 'bold',
+  'string': 'green',
+  'date': 'magenta',
+  // "name": intentionally not styling
+  'regexp': 'red'
+};
+
+
+function stylizeWithColor(str, styleType) {
+  var style = inspect.styles[styleType];
+
+  if (style) {
+    return '\u001b[' + inspect.colors[style][0] + 'm' + str +
+           '\u001b[' + inspect.colors[style][1] + 'm';
+  } else {
+    return str;
+  }
+}
+
+
+function stylizeNoColor(str, styleType) {
+  return str;
+}
+
+
+function arrayToHash(array) {
+  var hash = {};
+
+  array.forEach(function(val, idx) {
+    hash[val] = true;
+  });
+
+  return hash;
+}
+
+
+function formatValue(ctx, value, recurseTimes) {
+  // Provide a hook for user-specified inspect functions.
+  // Check that value is an object with an inspect function on it
+  if (ctx.customInspect &&
+      value &&
+      isFunction(value.inspect) &&
+      // Filter out the util module, it's inspect function is special
+      value.inspect !== exports.inspect &&
+      // Also filter out any prototype objects using the circular check.
+      !(value.constructor && value.constructor.prototype === value)) {
+    var ret = value.inspect(recurseTimes, ctx);
+    if (!isString(ret)) {
+      ret = formatValue(ctx, ret, recurseTimes);
+    }
+    return ret;
+  }
+
+  // Primitive types cannot have properties
+  var primitive = formatPrimitive(ctx, value);
+  if (primitive) {
+    return primitive;
+  }
+
+  // Look up the keys of the object.
+  var keys = Object.keys(value);
+  var visibleKeys = arrayToHash(keys);
+
+  if (ctx.showHidden) {
+    keys = Object.getOwnPropertyNames(value);
+  }
+
+  // IE doesn't make error fields non-enumerable
+  // http://msdn.microsoft.com/en-us/library/ie/dww52sbt(v=vs.94).aspx
+  if (isError(value)
+      && (keys.indexOf('message') >= 0 || keys.indexOf('description') >= 0)) {
+    return formatError(value);
+  }
+
+  // Some type of object without properties can be shortcutted.
+  if (keys.length === 0) {
+    if (isFunction(value)) {
+      var name = value.name ? ': ' + value.name : '';
+      return ctx.stylize('[Function' + name + ']', 'special');
+    }
+    if (isRegExp(value)) {
+      return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp');
+    }
+    if (isDate(value)) {
+      return ctx.stylize(Date.prototype.toString.call(value), 'date');
+    }
+    if (isError(value)) {
+      return formatError(value);
+    }
+  }
+
+  var base = '', array = false, braces = ['{', '}'];
+
+  // Make Array say that they are Array
+  if (isArray(value)) {
+    array = true;
+    braces = ['[', ']'];
+  }
+
+  // Make functions say that they are functions
+  if (isFunction(value)) {
+    var n = value.name ? ': ' + value.name : '';
+    base = ' [Function' + n + ']';
+  }
+
+  // Make RegExps say that they are RegExps
+  if (isRegExp(value)) {
+    base = ' ' + RegExp.prototype.toString.call(value);
+  }
+
+  // Make dates with properties first say the date
+  if (isDate(value)) {
+    base = ' ' + Date.prototype.toUTCString.call(value);
+  }
+
+  // Make error with message first say the error
+  if (isError(value)) {
+    base = ' ' + formatError(value);
+  }
+
+  if (keys.length === 0 && (!array || value.length == 0)) {
+    return braces[0] + base + braces[1];
+  }
+
+  if (recurseTimes < 0) {
+    if (isRegExp(value)) {
+      return ctx.stylize(RegExp.prototype.toString.call(value), 'regexp');
+    } else {
+      return ctx.stylize('[Object]', 'special');
+    }
+  }
+
+  ctx.seen.push(value);
+
+  var output;
+  if (array) {
+    output = formatArray(ctx, value, recurseTimes, visibleKeys, keys);
+  } else {
+    output = keys.map(function(key) {
+      return formatProperty(ctx, value, recurseTimes, visibleKeys, key, array);
+    });
+  }
+
+  ctx.seen.pop();
+
+  return reduceToSingleString(output, base, braces);
+}
+
+
+function formatPrimitive(ctx, value) {
+  if (isUndefined(value))
+    return ctx.stylize('undefined', 'undefined');
+  if (isString(value)) {
+    var simple = '\'' + JSON.stringify(value).replace(/^"|"$/g, '')
+                                             .replace(/'/g, "\\'")
+                                             .replace(/\\"/g, '"') + '\'';
+    return ctx.stylize(simple, 'string');
+  }
+  if (isNumber(value))
+    return ctx.stylize('' + value, 'number');
+  if (isBoolean(value))
+    return ctx.stylize('' + value, 'boolean');
+  // For some reason typeof null is "object", so special case here.
+  if (isNull(value))
+    return ctx.stylize('null', 'null');
+}
+
+
+function formatError(value) {
+  return '[' + Error.prototype.toString.call(value) + ']';
+}
+
+
+function formatArray(ctx, value, recurseTimes, visibleKeys, keys) {
+  var output = [];
+  for (var i = 0, l = value.length; i < l; ++i) {
+    if (hasOwnProperty(value, String(i))) {
+      output.push(formatProperty(ctx, value, recurseTimes, visibleKeys,
+          String(i), true));
+    } else {
+      output.push('');
+    }
+  }
+  keys.forEach(function(key) {
+    if (!key.match(/^\d+$/)) {
+      output.push(formatProperty(ctx, value, recurseTimes, visibleKeys,
+          key, true));
+    }
+  });
+  return output;
+}
+
+
+function formatProperty(ctx, value, recurseTimes, visibleKeys, key, array) {
+  var name, str, desc;
+  desc = Object.getOwnPropertyDescriptor(value, key) || { value: value[key] };
+  if (desc.get) {
+    if (desc.set) {
+      str = ctx.stylize('[Getter/Setter]', 'special');
+    } else {
+      str = ctx.stylize('[Getter]', 'special');
+    }
+  } else {
+    if (desc.set) {
+      str = ctx.stylize('[Setter]', 'special');
+    }
+  }
+  if (!hasOwnProperty(visibleKeys, key)) {
+    name = '[' + key + ']';
+  }
+  if (!str) {
+    if (ctx.seen.indexOf(desc.value) < 0) {
+      if (isNull(recurseTimes)) {
+        str = formatValue(ctx, desc.value, null);
+      } else {
+        str = formatValue(ctx, desc.value, recurseTimes - 1);
+      }
+      if (str.indexOf('\n') > -1) {
+        if (array) {
+          str = str.split('\n').map(function(line) {
+            return '  ' + line;
+          }).join('\n').substr(2);
+        } else {
+          str = '\n' + str.split('\n').map(function(line) {
+            return '   ' + line;
+          }).join('\n');
+        }
+      }
+    } else {
+      str = ctx.stylize('[Circular]', 'special');
+    }
+  }
+  if (isUndefined(name)) {
+    if (array && key.match(/^\d+$/)) {
+      return str;
+    }
+    name = JSON.stringify('' + key);
+    if (name.match(/^"([a-zA-Z_][a-zA-Z_0-9]*)"$/)) {
+      name = name.substr(1, name.length - 2);
+      name = ctx.stylize(name, 'name');
+    } else {
+      name = name.replace(/'/g, "\\'")
+                 .replace(/\\"/g, '"')
+                 .replace(/(^"|"$)/g, "'");
+      name = ctx.stylize(name, 'string');
+    }
+  }
+
+  return name + ': ' + str;
+}
+
+
+function reduceToSingleString(output, base, braces) {
+  var numLinesEst = 0;
+  var length = output.reduce(function(prev, cur) {
+    numLinesEst++;
+    if (cur.indexOf('\n') >= 0) numLinesEst++;
+    return prev + cur.replace(/\u001b\[\d\d?m/g, '').length + 1;
+  }, 0);
+
+  if (length > 60) {
+    return braces[0] +
+           (base === '' ? '' : base + '\n ') +
+           ' ' +
+           output.join(',\n  ') +
+           ' ' +
+           braces[1];
+  }
+
+  return braces[0] + base + ' ' + output.join(', ') + ' ' + braces[1];
+}
+
+
+// NOTE: These type checking functions intentionally don't use `instanceof`
+// because it is fragile and can be easily faked with `Object.create()`.
+function isArray(ar) {
+  return Array.isArray(ar);
+}
+exports.isArray = isArray;
+
+function isBoolean(arg) {
+  return typeof arg === 'boolean';
+}
+exports.isBoolean = isBoolean;
+
+function isNull(arg) {
+  return arg === null;
+}
+exports.isNull = isNull;
+
+function isNullOrUndefined(arg) {
+  return arg == null;
+}
+exports.isNullOrUndefined = isNullOrUndefined;
+
+function isNumber(arg) {
+  return typeof arg === 'number';
+}
+exports.isNumber = isNumber;
+
+function isString(arg) {
+  return typeof arg === 'string';
+}
+exports.isString = isString;
+
+function isSymbol(arg) {
+  return typeof arg === 'symbol';
+}
+exports.isSymbol = isSymbol;
+
+function isUndefined(arg) {
+  return arg === void 0;
+}
+exports.isUndefined = isUndefined;
+
+function isRegExp(re) {
+  return isObject(re) && objectToString(re) === '[object RegExp]';
+}
+exports.isRegExp = isRegExp;
+
+function isObject(arg) {
+  return typeof arg === 'object' && arg !== null;
+}
+exports.isObject = isObject;
+
+function isDate(d) {
+  return isObject(d) && objectToString(d) === '[object Date]';
+}
+exports.isDate = isDate;
+
+function isError(e) {
+  return isObject(e) &&
+      (objectToString(e) === '[object Error]' || e instanceof Error);
+}
+exports.isError = isError;
+
+function isFunction(arg) {
+  return typeof arg === 'function';
+}
+exports.isFunction = isFunction;
+
+function isPrimitive(arg) {
+  return arg === null ||
+         typeof arg === 'boolean' ||
+         typeof arg === 'number' ||
+         typeof arg === 'string' ||
+         typeof arg === 'symbol' ||  // ES6 symbol
+         typeof arg === 'undefined';
+}
+exports.isPrimitive = isPrimitive;
+
+exports.isBuffer = require('./support/isBuffer');
+
+function objectToString(o) {
+  return Object.prototype.toString.call(o);
+}
+
+
+function pad(n) {
+  return n < 10 ? '0' + n.toString(10) : n.toString(10);
+}
+
+
+var months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep',
+              'Oct', 'Nov', 'Dec'];
+
+// 26 Feb 16:19:34
+function timestamp() {
+  var d = new Date();
+  var time = [pad(d.getHours()),
+              pad(d.getMinutes()),
+              pad(d.getSeconds())].join(':');
+  return [d.getDate(), months[d.getMonth()], time].join(' ');
+}
+
+
+// log is just a thin wrapper to console.log that prepends a timestamp
+exports.log = function() {
+  console.log('%s - %s', timestamp(), exports.format.apply(exports, arguments));
+};
+
+
+/**
+ * Inherit the prototype methods from one constructor into another.
+ *
+ * The Function.prototype.inherits from lang.js rewritten as a standalone
+ * function (not on Function.prototype). NOTE: If this file is to be loaded
+ * during bootstrapping this function needs to be rewritten using some native
+ * functions as prototype setup using normal JavaScript does not work as
+ * expected during bootstrapping (see mirror.js in r114903).
+ *
+ * @param {function} ctor Constructor function which needs to inherit the
+ *     prototype.
+ * @param {function} superCtor Constructor function to inherit prototype from.
+ */
+exports.inherits = require('inherits');
+
+exports._extend = function(origin, add) {
+  // Don't do anything if add isn't an object
+  if (!add || !isObject(add)) return origin;
+
+  var keys = Object.keys(add);
+  var i = keys.length;
+  while (i--) {
+    origin[keys[i]] = add[keys[i]];
+  }
+  return origin;
+};
+
+function hasOwnProperty(obj, prop) {
+  return Object.prototype.hasOwnProperty.call(obj, prop);
+}
+
+}).call(this,require('_process'),typeof global !== "undefined" ? global : typeof self !== "undefined" ? self : typeof window !== "undefined" ? window : {})
+},{"./support/isBuffer":27,"_process":24,"inherits":26}],29:[function(require,module,exports){
+// Returns a wrapper function that returns a wrapped callback
+// The wrapper function should do some stuff, and return a
+// presumably different callback function.
+// This makes sure that own properties are retained, so that
+// decorations and such are not lost along the way.
+module.exports = wrappy
+function wrappy (fn, cb) {
+  if (fn && cb) return wrappy(fn)(cb)
+
+  if (typeof fn !== 'function')
+    throw new TypeError('need wrapper function')
+
+  Object.keys(fn).forEach(function (k) {
+    wrapper[k] = fn[k]
+  })
+
+  return wrapper
+
+  function wrapper() {
+    var args = new Array(arguments.length)
+    for (var i = 0; i < args.length; i++) {
+      args[i] = arguments[i]
+    }
+    var ret = fn.apply(this, args)
+    var cb = args[args.length-1]
+    if (typeof ret === 'function' && ret !== cb) {
+      Object.keys(cb).forEach(function (k) {
+        ret[k] = cb[k]
+      })
+    }
+    return ret
+  }
+}
+
+},{}]},{},[7])(7)
+});
\ No newline at end of file
diff --git a/0.11.1/assets/javascripts/workers/search.74e28a9f.min.js b/0.11.1/assets/javascripts/workers/search.74e28a9f.min.js
new file mode 100644
index 00000000..c55e42f7
--- /dev/null
+++ b/0.11.1/assets/javascripts/workers/search.74e28a9f.min.js
@@ -0,0 +1,42 @@
+"use strict";(()=>{var me=Object.create;var U=Object.defineProperty,xe=Object.defineProperties,ve=Object.getOwnPropertyDescriptor,Se=Object.getOwnPropertyDescriptors,Te=Object.getOwnPropertyNames,Y=Object.getOwnPropertySymbols,Qe=Object.getPrototypeOf,X=Object.prototype.hasOwnProperty,Ee=Object.prototype.propertyIsEnumerable;var Z=Math.pow,J=(t,e,r)=>e in t?U(t,e,{enumerable:!0,configurable:!0,writable:!0,value:r}):t[e]=r,A=(t,e)=>{for(var r in e||(e={}))X.call(e,r)&&J(t,r,e[r]);if(Y)for(var r of Y(e))Ee.call(e,r)&&J(t,r,e[r]);return t},q=(t,e)=>xe(t,Se(e));var be=(t,e)=>()=>(e||t((e={exports:{}}).exports,e),e.exports);var Le=(t,e,r,n)=>{if(e&&typeof e=="object"||typeof e=="function")for(let i of Te(e))!X.call(t,i)&&i!==r&&U(t,i,{get:()=>e[i],enumerable:!(n=ve(e,i))||n.enumerable});return t};var we=(t,e,r)=>(r=t!=null?me(Qe(t)):{},Le(e||!t||!t.__esModule?U(r,"default",{value:t,enumerable:!0}):r,t));var B=(t,e,r)=>new Promise((n,i)=>{var s=c=>{try{a(r.next(c))}catch(u){i(u)}},o=c=>{try{a(r.throw(c))}catch(u){i(u)}},a=c=>c.done?n(c.value):Promise.resolve(c.value).then(s,o);a((r=r.apply(t,e)).next())});var te=be((K,ee)=>{/**
+ * lunr - http://lunrjs.com - A bit like Solr, but much smaller and not as bright - 2.3.9
+ * Copyright (C) 2020 Oliver Nightingale
+ * @license MIT
+ */(function(){var t=function(e){var r=new t.Builder;return r.pipeline.add(t.trimmer,t.stopWordFilter,t.stemmer),r.searchPipeline.add(t.stemmer),e.call(r,r),r.build()};t.version="2.3.9";/*!
+ * lunr.utils
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.utils={},t.utils.warn=function(e){return function(r){e.console&&console.warn&&console.warn(r)}}(this),t.utils.asString=function(e){return e==null?"":e.toString()},t.utils.clone=function(e){if(e==null)return e;for(var r=Object.create(null),n=Object.keys(e),i=0;i<n.length;i++){var s=n[i],o=e[s];if(Array.isArray(o)){r[s]=o.slice();continue}if(typeof o=="string"||typeof o=="number"||typeof o=="boolean"){r[s]=o;continue}throw new TypeError("clone is not deep and does not support nested objects")}return r},t.FieldRef=function(e,r,n){this.docRef=e,this.fieldName=r,this._stringValue=n},t.FieldRef.joiner="/",t.FieldRef.fromString=function(e){var r=e.indexOf(t.FieldRef.joiner);if(r===-1)throw"malformed field ref string";var n=e.slice(0,r),i=e.slice(r+1);return new t.FieldRef(i,n,e)},t.FieldRef.prototype.toString=function(){return this._stringValue==null&&(this._stringValue=this.fieldName+t.FieldRef.joiner+this.docRef),this._stringValue};/*!
+ * lunr.Set
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.Set=function(e){if(this.elements=Object.create(null),e){this.length=e.length;for(var r=0;r<this.length;r++)this.elements[e[r]]=!0}else this.length=0},t.Set.complete={intersect:function(e){return e},union:function(){return this},contains:function(){return!0}},t.Set.empty={intersect:function(){return this},union:function(e){return e},contains:function(){return!1}},t.Set.prototype.contains=function(e){return!!this.elements[e]},t.Set.prototype.intersect=function(e){var r,n,i,s=[];if(e===t.Set.complete)return this;if(e===t.Set.empty)return e;this.length<e.length?(r=this,n=e):(r=e,n=this),i=Object.keys(r.elements);for(var o=0;o<i.length;o++){var a=i[o];a in n.elements&&s.push(a)}return new t.Set(s)},t.Set.prototype.union=function(e){return e===t.Set.complete?t.Set.complete:e===t.Set.empty?this:new t.Set(Object.keys(this.elements).concat(Object.keys(e.elements)))},t.idf=function(e,r){var n=0;for(var i in e)i!="_index"&&(n+=Object.keys(e[i]).length);var s=(r-n+.5)/(n+.5);return Math.log(1+Math.abs(s))},t.Token=function(e,r){this.str=e||"",this.metadata=r||{}},t.Token.prototype.toString=function(){return this.str},t.Token.prototype.update=function(e){return this.str=e(this.str,this.metadata),this},t.Token.prototype.clone=function(e){return e=e||function(r){return r},new t.Token(e(this.str,this.metadata),this.metadata)};/*!
+ * lunr.tokenizer
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.tokenizer=function(e,r){if(e==null||e==null)return[];if(Array.isArray(e))return e.map(function(g){return new t.Token(t.utils.asString(g).toLowerCase(),t.utils.clone(r))});for(var n=e.toString().toLowerCase(),i=n.length,s=[],o=0,a=0;o<=i;o++){var c=n.charAt(o),u=o-a;if(c.match(t.tokenizer.separator)||o==i){if(u>0){var l=t.utils.clone(r)||{};l.position=[a,u],l.index=s.length,s.push(new t.Token(n.slice(a,o),l))}a=o+1}}return s},t.tokenizer.separator=/[\s\-]+/;/*!
+ * lunr.Pipeline
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.Pipeline=function(){this._stack=[]},t.Pipeline.registeredFunctions=Object.create(null),t.Pipeline.registerFunction=function(e,r){r in this.registeredFunctions&&t.utils.warn("Overwriting existing registered function: "+r),e.label=r,t.Pipeline.registeredFunctions[e.label]=e},t.Pipeline.warnIfFunctionNotRegistered=function(e){var r=e.label&&e.label in this.registeredFunctions;r||t.utils.warn(`Function is not registered with pipeline. This may cause problems when serialising the index.
+`,e)},t.Pipeline.load=function(e){var r=new t.Pipeline;return e.forEach(function(n){var i=t.Pipeline.registeredFunctions[n];if(i)r.add(i);else throw new Error("Cannot load unregistered function: "+n)}),r},t.Pipeline.prototype.add=function(){var e=Array.prototype.slice.call(arguments);e.forEach(function(r){t.Pipeline.warnIfFunctionNotRegistered(r),this._stack.push(r)},this)},t.Pipeline.prototype.after=function(e,r){t.Pipeline.warnIfFunctionNotRegistered(r);var n=this._stack.indexOf(e);if(n==-1)throw new Error("Cannot find existingFn");n=n+1,this._stack.splice(n,0,r)},t.Pipeline.prototype.before=function(e,r){t.Pipeline.warnIfFunctionNotRegistered(r);var n=this._stack.indexOf(e);if(n==-1)throw new Error("Cannot find existingFn");this._stack.splice(n,0,r)},t.Pipeline.prototype.remove=function(e){var r=this._stack.indexOf(e);r!=-1&&this._stack.splice(r,1)},t.Pipeline.prototype.run=function(e){for(var r=this._stack.length,n=0;n<r;n++){for(var i=this._stack[n],s=[],o=0;o<e.length;o++){var a=i(e[o],o,e);if(!(a==null||a===""))if(Array.isArray(a))for(var c=0;c<a.length;c++)s.push(a[c]);else s.push(a)}e=s}return e},t.Pipeline.prototype.runString=function(e,r){var n=new t.Token(e,r);return this.run([n]).map(function(i){return i.toString()})},t.Pipeline.prototype.reset=function(){this._stack=[]},t.Pipeline.prototype.toJSON=function(){return this._stack.map(function(e){return t.Pipeline.warnIfFunctionNotRegistered(e),e.label})};/*!
+ * lunr.Vector
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.Vector=function(e){this._magnitude=0,this.elements=e||[]},t.Vector.prototype.positionForIndex=function(e){if(this.elements.length==0)return 0;for(var r=0,n=this.elements.length/2,i=n-r,s=Math.floor(i/2),o=this.elements[s*2];i>1&&(o<e&&(r=s),o>e&&(n=s),o!=e);)i=n-r,s=r+Math.floor(i/2),o=this.elements[s*2];if(o==e||o>e)return s*2;if(o<e)return(s+1)*2},t.Vector.prototype.insert=function(e,r){this.upsert(e,r,function(){throw"duplicate index"})},t.Vector.prototype.upsert=function(e,r,n){this._magnitude=0;var i=this.positionForIndex(e);this.elements[i]==e?this.elements[i+1]=n(this.elements[i+1],r):this.elements.splice(i,0,e,r)},t.Vector.prototype.magnitude=function(){if(this._magnitude)return this._magnitude;for(var e=0,r=this.elements.length,n=1;n<r;n+=2){var i=this.elements[n];e+=i*i}return this._magnitude=Math.sqrt(e)},t.Vector.prototype.dot=function(e){for(var r=0,n=this.elements,i=e.elements,s=n.length,o=i.length,a=0,c=0,u=0,l=0;u<s&&l<o;)a=n[u],c=i[l],a<c?u+=2:a>c?l+=2:a==c&&(r+=n[u+1]*i[l+1],u+=2,l+=2);return r},t.Vector.prototype.similarity=function(e){return this.dot(e)/this.magnitude()||0},t.Vector.prototype.toArray=function(){for(var e=new Array(this.elements.length/2),r=1,n=0;r<this.elements.length;r+=2,n++)e[n]=this.elements[r];return e},t.Vector.prototype.toJSON=function(){return this.elements};/*!
+ * lunr.stemmer
+ * Copyright (C) 2020 Oliver Nightingale
+ * Includes code from - http://tartarus.org/~martin/PorterStemmer/js.txt
+ */t.stemmer=function(){var e={ational:"ate",tional:"tion",enci:"ence",anci:"ance",izer:"ize",bli:"ble",alli:"al",entli:"ent",eli:"e",ousli:"ous",ization:"ize",ation:"ate",ator:"ate",alism:"al",iveness:"ive",fulness:"ful",ousness:"ous",aliti:"al",iviti:"ive",biliti:"ble",logi:"log"},r={icate:"ic",ative:"",alize:"al",iciti:"ic",ical:"ic",ful:"",ness:""},n="[^aeiou]",i="[aeiouy]",s=n+"[^aeiouy]*",o=i+"[aeiou]*",a="^("+s+")?"+o+s,c="^("+s+")?"+o+s+"("+o+")?$",u="^("+s+")?"+o+s+o+s,l="^("+s+")?"+i,g=new RegExp(a),f=new RegExp(u),v=new RegExp(c),m=new RegExp(l),x=/^(.+?)(ss|i)es$/,d=/^(.+?)([^s])s$/,y=/^(.+?)eed$/,b=/^(.+?)(ed|ing)$/,E=/.$/,w=/(at|bl|iz)$/,R=new RegExp("([^aeiouylsz])\\1$"),j=new RegExp("^"+s+i+"[^aeiouwxy]$"),_=/^(.+?[^aeiou])y$/,D=/^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/,N=/^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/,C=/^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/,V=/^(.+?)(s|t)(ion)$/,P=/^(.+?)e$/,z=/ll$/,$=new RegExp("^"+s+i+"[^aeiouwxy]$"),M=function(h){var S,k,L,p,T,O,F;if(h.length<3)return h;if(L=h.substr(0,1),L=="y"&&(h=L.toUpperCase()+h.substr(1)),p=x,T=d,p.test(h)?h=h.replace(p,"$1$2"):T.test(h)&&(h=h.replace(T,"$1$2")),p=y,T=b,p.test(h)){var Q=p.exec(h);p=g,p.test(Q[1])&&(p=E,h=h.replace(p,""))}else if(T.test(h)){var Q=T.exec(h);S=Q[1],T=m,T.test(S)&&(h=S,T=w,O=R,F=j,T.test(h)?h=h+"e":O.test(h)?(p=E,h=h.replace(p,"")):F.test(h)&&(h=h+"e"))}if(p=_,p.test(h)){var Q=p.exec(h);S=Q[1],h=S+"i"}if(p=D,p.test(h)){var Q=p.exec(h);S=Q[1],k=Q[2],p=g,p.test(S)&&(h=S+e[k])}if(p=N,p.test(h)){var Q=p.exec(h);S=Q[1],k=Q[2],p=g,p.test(S)&&(h=S+r[k])}if(p=C,T=V,p.test(h)){var Q=p.exec(h);S=Q[1],p=f,p.test(S)&&(h=S)}else if(T.test(h)){var Q=T.exec(h);S=Q[1]+Q[2],T=f,T.test(S)&&(h=S)}if(p=P,p.test(h)){var Q=p.exec(h);S=Q[1],p=f,T=v,O=$,(p.test(S)||T.test(S)&&!O.test(S))&&(h=S)}return p=z,T=f,p.test(h)&&T.test(h)&&(p=E,h=h.replace(p,"")),L=="y"&&(h=L.toLowerCase()+h.substr(1)),h};return function(I){return I.update(M)}}(),t.Pipeline.registerFunction(t.stemmer,"stemmer");/*!
+ * lunr.stopWordFilter
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.generateStopWordFilter=function(e){var r=e.reduce(function(n,i){return n[i]=i,n},{});return function(n){if(n&&r[n.toString()]!==n.toString())return n}},t.stopWordFilter=t.generateStopWordFilter(["a","able","about","across","after","all","almost","also","am","among","an","and","any","are","as","at","be","because","been","but","by","can","cannot","could","dear","did","do","does","either","else","ever","every","for","from","get","got","had","has","have","he","her","hers","him","his","how","however","i","if","in","into","is","it","its","just","least","let","like","likely","may","me","might","most","must","my","neither","no","nor","not","of","off","often","on","only","or","other","our","own","rather","said","say","says","she","should","since","so","some","than","that","the","their","them","then","there","these","they","this","tis","to","too","twas","us","wants","was","we","were","what","when","where","which","while","who","whom","why","will","with","would","yet","you","your"]),t.Pipeline.registerFunction(t.stopWordFilter,"stopWordFilter");/*!
+ * lunr.trimmer
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.trimmer=function(e){return e.update(function(r){return r.replace(/^\W+/,"").replace(/\W+$/,"")})},t.Pipeline.registerFunction(t.trimmer,"trimmer");/*!
+ * lunr.TokenSet
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.TokenSet=function(){this.final=!1,this.edges={},this.id=t.TokenSet._nextId,t.TokenSet._nextId+=1},t.TokenSet._nextId=1,t.TokenSet.fromArray=function(e){for(var r=new t.TokenSet.Builder,n=0,i=e.length;n<i;n++)r.insert(e[n]);return r.finish(),r.root},t.TokenSet.fromClause=function(e){return"editDistance"in e?t.TokenSet.fromFuzzyString(e.term,e.editDistance):t.TokenSet.fromString(e.term)},t.TokenSet.fromFuzzyString=function(e,r){for(var n=new t.TokenSet,i=[{node:n,editsRemaining:r,str:e}];i.length;){var s=i.pop();if(s.str.length>0){var o=s.str.charAt(0),a;o in s.node.edges?a=s.node.edges[o]:(a=new t.TokenSet,s.node.edges[o]=a),s.str.length==1&&(a.final=!0),i.push({node:a,editsRemaining:s.editsRemaining,str:s.str.slice(1)})}if(s.editsRemaining!=0){if("*"in s.node.edges)var c=s.node.edges["*"];else{var c=new t.TokenSet;s.node.edges["*"]=c}if(s.str.length==0&&(c.final=!0),i.push({node:c,editsRemaining:s.editsRemaining-1,str:s.str}),s.str.length>1&&i.push({node:s.node,editsRemaining:s.editsRemaining-1,str:s.str.slice(1)}),s.str.length==1&&(s.node.final=!0),s.str.length>=1){if("*"in s.node.edges)var u=s.node.edges["*"];else{var u=new t.TokenSet;s.node.edges["*"]=u}s.str.length==1&&(u.final=!0),i.push({node:u,editsRemaining:s.editsRemaining-1,str:s.str.slice(1)})}if(s.str.length>1){var l=s.str.charAt(0),g=s.str.charAt(1),f;g in s.node.edges?f=s.node.edges[g]:(f=new t.TokenSet,s.node.edges[g]=f),s.str.length==1&&(f.final=!0),i.push({node:f,editsRemaining:s.editsRemaining-1,str:l+s.str.slice(2)})}}}return n},t.TokenSet.fromString=function(e){for(var r=new t.TokenSet,n=r,i=0,s=e.length;i<s;i++){var o=e[i],a=i==s-1;if(o=="*")r.edges[o]=r,r.final=a;else{var c=new t.TokenSet;c.final=a,r.edges[o]=c,r=c}}return n},t.TokenSet.prototype.toArray=function(){for(var e=[],r=[{prefix:"",node:this}];r.length;){var n=r.pop(),i=Object.keys(n.node.edges),s=i.length;n.node.final&&(n.prefix.charAt(0),e.push(n.prefix));for(var o=0;o<s;o++){var a=i[o];r.push({prefix:n.prefix.concat(a),node:n.node.edges[a]})}}return e},t.TokenSet.prototype.toString=function(){if(this._str)return this._str;for(var e=this.final?"1":"0",r=Object.keys(this.edges).sort(),n=r.length,i=0;i<n;i++){var s=r[i],o=this.edges[s];e=e+s+o.id}return e},t.TokenSet.prototype.intersect=function(e){for(var r=new t.TokenSet,n=void 0,i=[{qNode:e,output:r,node:this}];i.length;){n=i.pop();for(var s=Object.keys(n.qNode.edges),o=s.length,a=Object.keys(n.node.edges),c=a.length,u=0;u<o;u++)for(var l=s[u],g=0;g<c;g++){var f=a[g];if(f==l||l=="*"){var v=n.node.edges[f],m=n.qNode.edges[l],x=v.final&&m.final,d=void 0;f in n.output.edges?(d=n.output.edges[f],d.final=d.final||x):(d=new t.TokenSet,d.final=x,n.output.edges[f]=d),i.push({qNode:m,output:d,node:v})}}}return r},t.TokenSet.Builder=function(){this.previousWord="",this.root=new t.TokenSet,this.uncheckedNodes=[],this.minimizedNodes={}},t.TokenSet.Builder.prototype.insert=function(e){var r,n=0;if(e<this.previousWord)throw new Error("Out of order word insertion");for(var i=0;i<e.length&&i<this.previousWord.length&&e[i]==this.previousWord[i];i++)n++;this.minimize(n),this.uncheckedNodes.length==0?r=this.root:r=this.uncheckedNodes[this.uncheckedNodes.length-1].child;for(var i=n;i<e.length;i++){var s=new t.TokenSet,o=e[i];r.edges[o]=s,this.uncheckedNodes.push({parent:r,char:o,child:s}),r=s}r.final=!0,this.previousWord=e},t.TokenSet.Builder.prototype.finish=function(){this.minimize(0)},t.TokenSet.Builder.prototype.minimize=function(e){for(var r=this.uncheckedNodes.length-1;r>=e;r--){var n=this.uncheckedNodes[r],i=n.child.toString();i in this.minimizedNodes?n.parent.edges[n.char]=this.minimizedNodes[i]:(n.child._str=i,this.minimizedNodes[i]=n.child),this.uncheckedNodes.pop()}};/*!
+ * lunr.Index
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.Index=function(e){this.invertedIndex=e.invertedIndex,this.fieldVectors=e.fieldVectors,this.tokenSet=e.tokenSet,this.fields=e.fields,this.pipeline=e.pipeline},t.Index.prototype.search=function(e){return this.query(function(r){var n=new t.QueryParser(e,r);n.parse()})},t.Index.prototype.query=function(e){for(var r=new t.Query(this.fields),n=Object.create(null),i=Object.create(null),s=Object.create(null),o=Object.create(null),a=Object.create(null),c=0;c<this.fields.length;c++)i[this.fields[c]]=new t.Vector;e.call(r,r);for(var c=0;c<r.clauses.length;c++){var u=r.clauses[c],l=null,g=t.Set.empty;u.usePipeline?l=this.pipeline.runString(u.term,{fields:u.fields}):l=[u.term];for(var f=0;f<l.length;f++){var v=l[f];u.term=v;var m=t.TokenSet.fromClause(u),x=this.tokenSet.intersect(m).toArray();if(x.length===0&&u.presence===t.Query.presence.REQUIRED){for(var d=0;d<u.fields.length;d++){var y=u.fields[d];o[y]=t.Set.empty}break}for(var b=0;b<x.length;b++)for(var E=x[b],w=this.invertedIndex[E],R=w._index,d=0;d<u.fields.length;d++){var y=u.fields[d],j=w[y],_=Object.keys(j),D=E+"/"+y,N=new t.Set(_);if(u.presence==t.Query.presence.REQUIRED&&(g=g.union(N),o[y]===void 0&&(o[y]=t.Set.complete)),u.presence==t.Query.presence.PROHIBITED){a[y]===void 0&&(a[y]=t.Set.empty),a[y]=a[y].union(N);continue}if(i[y].upsert(R,u.boost,function(ge,ye){return ge+ye}),!s[D]){for(var C=0;C<_.length;C++){var V=_[C],P=new t.FieldRef(V,y),z=j[V],$;($=n[P])===void 0?n[P]=new t.MatchData(E,y,z):$.add(E,y,z)}s[D]=!0}}}if(u.presence===t.Query.presence.REQUIRED)for(var d=0;d<u.fields.length;d++){var y=u.fields[d];o[y]=o[y].intersect(g)}}for(var M=t.Set.complete,I=t.Set.empty,c=0;c<this.fields.length;c++){var y=this.fields[c];o[y]&&(M=M.intersect(o[y])),a[y]&&(I=I.union(a[y]))}var h=Object.keys(n),S=[],k=Object.create(null);if(r.isNegated()){h=Object.keys(this.fieldVectors);for(var c=0;c<h.length;c++){var P=h[c],L=t.FieldRef.fromString(P);n[P]=new t.MatchData}}for(var c=0;c<h.length;c++){var L=t.FieldRef.fromString(h[c]),p=L.docRef;if(M.contains(p)&&!I.contains(p)){var T=this.fieldVectors[L],O=i[L.fieldName].similarity(T),F;if((F=k[p])!==void 0)F.score+=O,F.matchData.combine(n[L]);else{var Q={ref:p,score:O,matchData:n[L]};k[p]=Q,S.push(Q)}}}return S.sort(function(de,pe){return pe.score-de.score})},t.Index.prototype.toJSON=function(){var e=Object.keys(this.invertedIndex).sort().map(function(n){return[n,this.invertedIndex[n]]},this),r=Object.keys(this.fieldVectors).map(function(n){return[n,this.fieldVectors[n].toJSON()]},this);return{version:t.version,fields:this.fields,fieldVectors:r,invertedIndex:e,pipeline:this.pipeline.toJSON()}},t.Index.load=function(e){var r={},n={},i=e.fieldVectors,s=Object.create(null),o=e.invertedIndex,a=new t.TokenSet.Builder,c=t.Pipeline.load(e.pipeline);e.version!=t.version&&t.utils.warn("Version mismatch when loading serialised index. Current version of lunr '"+t.version+"' does not match serialized index '"+e.version+"'");for(var u=0;u<i.length;u++){var l=i[u],g=l[0],f=l[1];n[g]=new t.Vector(f)}for(var u=0;u<o.length;u++){var l=o[u],v=l[0],m=l[1];a.insert(v),s[v]=m}return a.finish(),r.fields=e.fields,r.fieldVectors=n,r.invertedIndex=s,r.tokenSet=a.root,r.pipeline=c,new t.Index(r)};/*!
+ * lunr.Builder
+ * Copyright (C) 2020 Oliver Nightingale
+ */t.Builder=function(){this._ref="id",this._fields=Object.create(null),this._documents=Object.create(null),this.invertedIndex=Object.create(null),this.fieldTermFrequencies={},this.fieldLengths={},this.tokenizer=t.tokenizer,this.pipeline=new t.Pipeline,this.searchPipeline=new t.Pipeline,this.documentCount=0,this._b=.75,this._k1=1.2,this.termIndex=0,this.metadataWhitelist=[]},t.Builder.prototype.ref=function(e){this._ref=e},t.Builder.prototype.field=function(e,r){if(/\//.test(e))throw new RangeError("Field '"+e+"' contains illegal character '/'");this._fields[e]=r||{}},t.Builder.prototype.b=function(e){e<0?this._b=0:e>1?this._b=1:this._b=e},t.Builder.prototype.k1=function(e){this._k1=e},t.Builder.prototype.add=function(e,r){var n=e[this._ref],i=Object.keys(this._fields);this._documents[n]=r||{},this.documentCount+=1;for(var s=0;s<i.length;s++){var o=i[s],a=this._fields[o].extractor,c=a?a(e):e[o],u=this.tokenizer(c,{fields:[o]}),l=this.pipeline.run(u),g=new t.FieldRef(n,o),f=Object.create(null);this.fieldTermFrequencies[g]=f,this.fieldLengths[g]=0,this.fieldLengths[g]+=l.length;for(var v=0;v<l.length;v++){var m=l[v];if(f[m]==null&&(f[m]=0),f[m]+=1,this.invertedIndex[m]==null){var x=Object.create(null);x._index=this.termIndex,this.termIndex+=1;for(var d=0;d<i.length;d++)x[i[d]]=Object.create(null);this.invertedIndex[m]=x}this.invertedIndex[m][o][n]==null&&(this.invertedIndex[m][o][n]=Object.create(null));for(var y=0;y<this.metadataWhitelist.length;y++){var b=this.metadataWhitelist[y],E=m.metadata[b];this.invertedIndex[m][o][n][b]==null&&(this.invertedIndex[m][o][n][b]=[]),this.invertedIndex[m][o][n][b].push(E)}}}},t.Builder.prototype.calculateAverageFieldLengths=function(){for(var e=Object.keys(this.fieldLengths),r=e.length,n={},i={},s=0;s<r;s++){var o=t.FieldRef.fromString(e[s]),a=o.fieldName;i[a]||(i[a]=0),i[a]+=1,n[a]||(n[a]=0),n[a]+=this.fieldLengths[o]}for(var c=Object.keys(this._fields),s=0;s<c.length;s++){var u=c[s];n[u]=n[u]/i[u]}this.averageFieldLength=n},t.Builder.prototype.createFieldVectors=function(){for(var e={},r=Object.keys(this.fieldTermFrequencies),n=r.length,i=Object.create(null),s=0;s<n;s++){for(var o=t.FieldRef.fromString(r[s]),a=o.fieldName,c=this.fieldLengths[o],u=new t.Vector,l=this.fieldTermFrequencies[o],g=Object.keys(l),f=g.length,v=this._fields[a].boost||1,m=this._documents[o.docRef].boost||1,x=0;x<f;x++){var d=g[x],y=l[d],b=this.invertedIndex[d]._index,E,w,R;i[d]===void 0?(E=t.idf(this.invertedIndex[d],this.documentCount),i[d]=E):E=i[d],w=E*((this._k1+1)*y)/(this._k1*(1-this._b+this._b*(c/this.averageFieldLength[a]))+y),w*=v,w*=m,R=Math.round(w*1e3)/1e3,u.insert(b,R)}e[o]=u}this.fieldVectors=e},t.Builder.prototype.createTokenSet=function(){this.tokenSet=t.TokenSet.fromArray(Object.keys(this.invertedIndex).sort())},t.Builder.prototype.build=function(){return this.calculateAverageFieldLengths(),this.createFieldVectors(),this.createTokenSet(),new t.Index({invertedIndex:this.invertedIndex,fieldVectors:this.fieldVectors,tokenSet:this.tokenSet,fields:Object.keys(this._fields),pipeline:this.searchPipeline})},t.Builder.prototype.use=function(e){var r=Array.prototype.slice.call(arguments,1);r.unshift(this),e.apply(this,r)},t.MatchData=function(e,r,n){for(var i=Object.create(null),s=Object.keys(n||{}),o=0;o<s.length;o++){var a=s[o];i[a]=n[a].slice()}this.metadata=Object.create(null),e!==void 0&&(this.metadata[e]=Object.create(null),this.metadata[e][r]=i)},t.MatchData.prototype.combine=function(e){for(var r=Object.keys(e.metadata),n=0;n<r.length;n++){var i=r[n],s=Object.keys(e.metadata[i]);this.metadata[i]==null&&(this.metadata[i]=Object.create(null));for(var o=0;o<s.length;o++){var a=s[o],c=Object.keys(e.metadata[i][a]);this.metadata[i][a]==null&&(this.metadata[i][a]=Object.create(null));for(var u=0;u<c.length;u++){var 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r=e.consumeLexeme();if(r!=null){switch(r.str){case"-":e.currentClause.presence=t.Query.presence.PROHIBITED;break;case"+":e.currentClause.presence=t.Query.presence.REQUIRED;break;default:var n="unrecognised presence operator'"+r.str+"'";throw new t.QueryParseError(n,r.start,r.end)}var i=e.peekLexeme();if(i==null){var n="expecting term or field, found nothing";throw new t.QueryParseError(n,r.start,r.end)}switch(i.type){case t.QueryLexer.FIELD:return t.QueryParser.parseField;case t.QueryLexer.TERM:return t.QueryParser.parseTerm;default:var n="expecting term or field, found '"+i.type+"'";throw new t.QueryParseError(n,i.start,i.end)}}},t.QueryParser.parseField=function(e){var r=e.consumeLexeme();if(r!=null){if(e.query.allFields.indexOf(r.str)==-1){var n=e.query.allFields.map(function(o){return"'"+o+"'"}).join(", "),i="unrecognised field '"+r.str+"', possible fields: "+n;throw new t.QueryParseError(i,r.start,r.end)}e.currentClause.fields=[r.str];var s=e.peekLexeme();if(s==null){var 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t.QueryLexer.TERM:return e.nextClause(),t.QueryParser.parseTerm;case t.QueryLexer.FIELD:return e.nextClause(),t.QueryParser.parseField;case t.QueryLexer.EDIT_DISTANCE:return t.QueryParser.parseEditDistance;case t.QueryLexer.BOOST:return t.QueryParser.parseBoost;case t.QueryLexer.PRESENCE:return e.nextClause(),t.QueryParser.parsePresence;default:var i="Unexpected lexeme type '"+s.type+"'";throw new t.QueryParseError(i,s.start,s.end)}}},function(e,r){typeof define=="function"&&define.amd?define(r):typeof K=="object"?ee.exports=r():e.lunr=r()}(this,function(){return t})})()});var fe=we(te());function re(t,e=document){let r=Pe(t,e);if(typeof r=="undefined")throw new ReferenceError(`Missing element: expected "${t}" to be present`);return r}function Pe(t,e=document){return e.querySelector(t)||void 0}Object.entries||(Object.entries=function(t){let e=[];for(let r of Object.keys(t))e.push([r,t[r]]);return e});Object.values||(Object.values=function(t){let e=[];for(let r of 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a=this.map.get(s);o.push(q(A({},a),{score:0,terms:{}}))}let i;if(this.options.suggest){let s=this.index.query(o=>{for(let a of r)o.term(a.term,{fields:["title"],presence:lunr.Query.presence.REQUIRED,wildcard:lunr.Query.wildcard.TRAILING})});i=s.length?Object.keys(s[0].matchData.metadata):[]}return A({items:[...n.values()]},typeof i!="undefined"&&{suggest:i})}};var he;function Re(t){return B(this,null,function*(){let e="../lunr";if(typeof parent!="undefined"&&"IFrameWorker"in parent){let n=re("script[src]"),[i]=n.src.split("/worker");e=e.replace("..",i)}let r=[];for(let n of t.lang){switch(n){case"ja":r.push(`${e}/tinyseg.js`);break;case"hi":case"th":r.push(`${e}/wordcut.js`);break}n!=="en"&&r.push(`${e}/min/lunr.${n}.min.js`)}t.lang.length>1&&r.push(`${e}/min/lunr.multi.min.js`),r.length&&(yield importScripts(`${e}/min/lunr.stemmer.support.min.js`,...r))})}function Ie(t){return B(this,null,function*(){switch(t.type){case 0:return yield Re(t.data.config),he=new H(t.data),{type:1};case 2:let e=t.data;try{return{type:3,data:he.search(e)}}catch(r){return console.warn(`Invalid query: ${e} \u2013 see https://bit.ly/2s3ChXG`),console.warn(r),{type:3,data:{items:[]}}}default:throw new TypeError("Invalid message type")}})}self.lunr=fe.default;addEventListener("message",t=>B(void 0,null,function*(){postMessage(yield Ie(t.data))}));})();
+//# sourceMappingURL=search.74e28a9f.min.js.map
+
diff --git a/0.11.1/assets/javascripts/workers/search.74e28a9f.min.js.map b/0.11.1/assets/javascripts/workers/search.74e28a9f.min.js.map
new file mode 100644
index 00000000..d7accf67
--- /dev/null
+++ b/0.11.1/assets/javascripts/workers/search.74e28a9f.min.js.map
@@ -0,0 +1,8 @@
+{
+  "version": 3,
+  "sources": ["node_modules/lunr/lunr.js", "src/assets/javascripts/integrations/search/worker/main/index.ts", "src/assets/javascripts/browser/element/_/index.ts", "src/assets/javascripts/polyfills/index.ts", "src/assets/javascripts/integrations/search/config/index.ts", "src/assets/javascripts/integrations/search/internal/_/index.ts", "src/assets/javascripts/integrations/search/internal/extract/index.ts", "src/assets/javascripts/integrations/search/internal/highlight/index.ts", "src/assets/javascripts/integrations/search/internal/tokenize/index.ts", "src/assets/javascripts/integrations/search/query/transform/index.ts", "src/assets/javascripts/integrations/search/query/_/index.ts", "src/assets/javascripts/integrations/search/_/index.ts"],
+  "sourceRoot": "../../../..",
+  "sourcesContent": ["/**\n * lunr - http://lunrjs.com - A bit like Solr, but much smaller and not as bright - 2.3.9\n * Copyright (C) 2020 Oliver Nightingale\n * @license MIT\n */\n\n;(function(){\n\n/**\n * A convenience function for configuring and constructing\n * a new lunr Index.\n *\n * A lunr.Builder instance is created and the pipeline setup\n * with a trimmer, stop word filter and stemmer.\n *\n * This builder object is yielded to the configuration function\n * that is passed as a parameter, allowing the list of fields\n * and other builder parameters to be customised.\n *\n * All documents _must_ be added within the passed config function.\n *\n * @example\n * var idx = lunr(function () {\n *   this.field('title')\n *   this.field('body')\n *   this.ref('id')\n *\n *   documents.forEach(function (doc) {\n *     this.add(doc)\n *   }, this)\n * })\n *\n * @see {@link lunr.Builder}\n * @see {@link lunr.Pipeline}\n * @see {@link lunr.trimmer}\n * @see {@link lunr.stopWordFilter}\n * @see {@link lunr.stemmer}\n * @namespace {function} lunr\n */\nvar lunr = function (config) {\n  var builder = new lunr.Builder\n\n  builder.pipeline.add(\n    lunr.trimmer,\n    lunr.stopWordFilter,\n    lunr.stemmer\n  )\n\n  builder.searchPipeline.add(\n    lunr.stemmer\n  )\n\n  config.call(builder, builder)\n  return builder.build()\n}\n\nlunr.version = \"2.3.9\"\n/*!\n * lunr.utils\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A namespace containing utils for the rest of the lunr library\n * @namespace lunr.utils\n */\nlunr.utils = {}\n\n/**\n * Print a warning message to the console.\n *\n * @param {String} message The message to be printed.\n * @memberOf lunr.utils\n * @function\n */\nlunr.utils.warn = (function (global) {\n  /* eslint-disable no-console */\n  return function (message) {\n    if (global.console && console.warn) {\n      console.warn(message)\n    }\n  }\n  /* eslint-enable no-console */\n})(this)\n\n/**\n * Convert an object to a string.\n *\n * In the case of `null` and `undefined` the function returns\n * the empty string, in all other cases the result of calling\n * `toString` on the passed object is returned.\n *\n * @param {Any} obj The object to convert to a string.\n * @return {String} string representation of the passed object.\n * @memberOf lunr.utils\n */\nlunr.utils.asString = function (obj) {\n  if (obj === void 0 || obj === null) {\n    return \"\"\n  } else {\n    return obj.toString()\n  }\n}\n\n/**\n * Clones an object.\n *\n * Will create a copy of an existing object such that any mutations\n * on the copy cannot affect the original.\n *\n * Only shallow objects are supported, passing a nested object to this\n * function will cause a TypeError.\n *\n * Objects with primitives, and arrays of primitives are supported.\n *\n * @param {Object} obj The object to clone.\n * @return {Object} a clone of the passed object.\n * @throws {TypeError} when a nested object is passed.\n * @memberOf Utils\n */\nlunr.utils.clone = function (obj) {\n  if (obj === null || obj === undefined) {\n    return obj\n  }\n\n  var clone = Object.create(null),\n      keys = Object.keys(obj)\n\n  for (var i = 0; i < keys.length; i++) {\n    var key = keys[i],\n        val = obj[key]\n\n    if (Array.isArray(val)) {\n      clone[key] = val.slice()\n      continue\n    }\n\n    if (typeof val === 'string' ||\n        typeof val === 'number' ||\n        typeof val === 'boolean') {\n      clone[key] = val\n      continue\n    }\n\n    throw new TypeError(\"clone is not deep and does not support nested objects\")\n  }\n\n  return clone\n}\nlunr.FieldRef = function (docRef, fieldName, stringValue) {\n  this.docRef = docRef\n  this.fieldName = fieldName\n  this._stringValue = stringValue\n}\n\nlunr.FieldRef.joiner = \"/\"\n\nlunr.FieldRef.fromString = function (s) {\n  var n = s.indexOf(lunr.FieldRef.joiner)\n\n  if (n === -1) {\n    throw \"malformed field ref string\"\n  }\n\n  var fieldRef = s.slice(0, n),\n      docRef = s.slice(n + 1)\n\n  return new lunr.FieldRef (docRef, fieldRef, s)\n}\n\nlunr.FieldRef.prototype.toString = function () {\n  if (this._stringValue == undefined) {\n    this._stringValue = this.fieldName + lunr.FieldRef.joiner + this.docRef\n  }\n\n  return this._stringValue\n}\n/*!\n * lunr.Set\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A lunr set.\n *\n * @constructor\n */\nlunr.Set = function (elements) {\n  this.elements = Object.create(null)\n\n  if (elements) {\n    this.length = elements.length\n\n    for (var i = 0; i < this.length; i++) {\n      this.elements[elements[i]] = true\n    }\n  } else {\n    this.length = 0\n  }\n}\n\n/**\n * A complete set that contains all elements.\n *\n * @static\n * @readonly\n * @type {lunr.Set}\n */\nlunr.Set.complete = {\n  intersect: function (other) {\n    return other\n  },\n\n  union: function () {\n    return this\n  },\n\n  contains: function () {\n    return true\n  }\n}\n\n/**\n * An empty set that contains no elements.\n *\n * @static\n * @readonly\n * @type {lunr.Set}\n */\nlunr.Set.empty = {\n  intersect: function () {\n    return this\n  },\n\n  union: function (other) {\n    return other\n  },\n\n  contains: function () {\n    return false\n  }\n}\n\n/**\n * Returns true if this set contains the specified object.\n *\n * @param {object} object - Object whose presence in this set is to be tested.\n * @returns {boolean} - True if this set contains the specified object.\n */\nlunr.Set.prototype.contains = function (object) {\n  return !!this.elements[object]\n}\n\n/**\n * Returns a new set containing only the elements that are present in both\n * this set and the specified set.\n *\n * @param {lunr.Set} other - set to intersect with this set.\n * @returns {lunr.Set} a new set that is the intersection of this and the specified set.\n */\n\nlunr.Set.prototype.intersect = function (other) {\n  var a, b, elements, intersection = []\n\n  if (other === lunr.Set.complete) {\n    return this\n  }\n\n  if (other === lunr.Set.empty) {\n    return other\n  }\n\n  if (this.length < other.length) {\n    a = this\n    b = other\n  } else {\n    a = other\n    b = this\n  }\n\n  elements = Object.keys(a.elements)\n\n  for (var i = 0; i < elements.length; i++) {\n    var element = elements[i]\n    if (element in b.elements) {\n      intersection.push(element)\n    }\n  }\n\n  return new lunr.Set (intersection)\n}\n\n/**\n * Returns a new set combining the elements of this and the specified set.\n *\n * @param {lunr.Set} other - set to union with this set.\n * @return {lunr.Set} a new set that is the union of this and the specified set.\n */\n\nlunr.Set.prototype.union = function (other) {\n  if (other === lunr.Set.complete) {\n    return lunr.Set.complete\n  }\n\n  if (other === lunr.Set.empty) {\n    return this\n  }\n\n  return new lunr.Set(Object.keys(this.elements).concat(Object.keys(other.elements)))\n}\n/**\n * A function to calculate the inverse document frequency for\n * a posting. This is shared between the builder and the index\n *\n * @private\n * @param {object} posting - The posting for a given term\n * @param {number} documentCount - The total number of documents.\n */\nlunr.idf = function (posting, documentCount) {\n  var documentsWithTerm = 0\n\n  for (var fieldName in posting) {\n    if (fieldName == '_index') continue // Ignore the term index, its not a field\n    documentsWithTerm += Object.keys(posting[fieldName]).length\n  }\n\n  var x = (documentCount - documentsWithTerm + 0.5) / (documentsWithTerm + 0.5)\n\n  return Math.log(1 + Math.abs(x))\n}\n\n/**\n * A token wraps a string representation of a token\n * as it is passed through the text processing pipeline.\n *\n * @constructor\n * @param {string} [str=''] - The string token being wrapped.\n * @param {object} [metadata={}] - Metadata associated with this token.\n */\nlunr.Token = function (str, metadata) {\n  this.str = str || \"\"\n  this.metadata = metadata || {}\n}\n\n/**\n * Returns the token string that is being wrapped by this object.\n *\n * @returns {string}\n */\nlunr.Token.prototype.toString = function () {\n  return this.str\n}\n\n/**\n * A token update function is used when updating or optionally\n * when cloning a token.\n *\n * @callback lunr.Token~updateFunction\n * @param {string} str - The string representation of the token.\n * @param {Object} metadata - All metadata associated with this token.\n */\n\n/**\n * Applies the given function to the wrapped string token.\n *\n * @example\n * token.update(function (str, metadata) {\n *   return str.toUpperCase()\n * })\n *\n * @param {lunr.Token~updateFunction} fn - A function to apply to the token string.\n * @returns {lunr.Token}\n */\nlunr.Token.prototype.update = function (fn) {\n  this.str = fn(this.str, this.metadata)\n  return this\n}\n\n/**\n * Creates a clone of this token. Optionally a function can be\n * applied to the cloned token.\n *\n * @param {lunr.Token~updateFunction} [fn] - An optional function to apply to the cloned token.\n * @returns {lunr.Token}\n */\nlunr.Token.prototype.clone = function (fn) {\n  fn = fn || function (s) { return s }\n  return new lunr.Token (fn(this.str, this.metadata), this.metadata)\n}\n/*!\n * lunr.tokenizer\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A function for splitting a string into tokens ready to be inserted into\n * the search index. Uses `lunr.tokenizer.separator` to split strings, change\n * the value of this property to change how strings are split into tokens.\n *\n * This tokenizer will convert its parameter to a string by calling `toString` and\n * then will split this string on the character in `lunr.tokenizer.separator`.\n * Arrays will have their elements converted to strings and wrapped in a lunr.Token.\n *\n * Optional metadata can be passed to the tokenizer, this metadata will be cloned and\n * added as metadata to every token that is created from the object to be tokenized.\n *\n * @static\n * @param {?(string|object|object[])} obj - The object to convert into tokens\n * @param {?object} metadata - Optional metadata to associate with every token\n * @returns {lunr.Token[]}\n * @see {@link lunr.Pipeline}\n */\nlunr.tokenizer = function (obj, metadata) {\n  if (obj == null || obj == undefined) {\n    return []\n  }\n\n  if (Array.isArray(obj)) {\n    return obj.map(function (t) {\n      return new lunr.Token(\n        lunr.utils.asString(t).toLowerCase(),\n        lunr.utils.clone(metadata)\n      )\n    })\n  }\n\n  var str = obj.toString().toLowerCase(),\n      len = str.length,\n      tokens = []\n\n  for (var sliceEnd = 0, sliceStart = 0; sliceEnd <= len; sliceEnd++) {\n    var char = str.charAt(sliceEnd),\n        sliceLength = sliceEnd - sliceStart\n\n    if ((char.match(lunr.tokenizer.separator) || sliceEnd == len)) {\n\n      if (sliceLength > 0) {\n        var tokenMetadata = lunr.utils.clone(metadata) || {}\n        tokenMetadata[\"position\"] = [sliceStart, sliceLength]\n        tokenMetadata[\"index\"] = tokens.length\n\n        tokens.push(\n          new lunr.Token (\n            str.slice(sliceStart, sliceEnd),\n            tokenMetadata\n          )\n        )\n      }\n\n      sliceStart = sliceEnd + 1\n    }\n\n  }\n\n  return tokens\n}\n\n/**\n * The separator used to split a string into tokens. Override this property to change the behaviour of\n * `lunr.tokenizer` behaviour when tokenizing strings. By default this splits on whitespace and hyphens.\n *\n * @static\n * @see lunr.tokenizer\n */\nlunr.tokenizer.separator = /[\\s\\-]+/\n/*!\n * lunr.Pipeline\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.Pipelines maintain an ordered list of functions to be applied to all\n * tokens in documents entering the search index and queries being ran against\n * the index.\n *\n * An instance of lunr.Index created with the lunr shortcut will contain a\n * pipeline with a stop word filter and an English language stemmer. Extra\n * functions can be added before or after either of these functions or these\n * default functions can be removed.\n *\n * When run the pipeline will call each function in turn, passing a token, the\n * index of that token in the original list of all tokens and finally a list of\n * all the original tokens.\n *\n * The output of functions in the pipeline will be passed to the next function\n * in the pipeline. To exclude a token from entering the index the function\n * should return undefined, the rest of the pipeline will not be called with\n * this token.\n *\n * For serialisation of pipelines to work, all functions used in an instance of\n * a pipeline should be registered with lunr.Pipeline. Registered functions can\n * then be loaded. If trying to load a serialised pipeline that uses functions\n * that are not registered an error will be thrown.\n *\n * If not planning on serialising the pipeline then registering pipeline functions\n * is not necessary.\n *\n * @constructor\n */\nlunr.Pipeline = function () {\n  this._stack = []\n}\n\nlunr.Pipeline.registeredFunctions = Object.create(null)\n\n/**\n * A pipeline function maps lunr.Token to lunr.Token. A lunr.Token contains the token\n * string as well as all known metadata. A pipeline function can mutate the token string\n * or mutate (or add) metadata for a given token.\n *\n * A pipeline function can indicate that the passed token should be discarded by returning\n * null, undefined or an empty string. This token will not be passed to any downstream pipeline\n * functions and will not be added to the index.\n *\n * Multiple tokens can be returned by returning an array of tokens. Each token will be passed\n * to any downstream pipeline functions and all will returned tokens will be added to the index.\n *\n * Any number of pipeline functions may be chained together using a lunr.Pipeline.\n *\n * @interface lunr.PipelineFunction\n * @param {lunr.Token} token - A token from the document being processed.\n * @param {number} i - The index of this token in the complete list of tokens for this document/field.\n * @param {lunr.Token[]} tokens - All tokens for this document/field.\n * @returns {(?lunr.Token|lunr.Token[])}\n */\n\n/**\n * Register a function with the pipeline.\n *\n * Functions that are used in the pipeline should be registered if the pipeline\n * needs to be serialised, or a serialised pipeline needs to be loaded.\n *\n * Registering a function does not add it to a pipeline, functions must still be\n * added to instances of the pipeline for them to be used when running a pipeline.\n *\n * @param {lunr.PipelineFunction} fn - The function to check for.\n * @param {String} label - The label to register this function with\n */\nlunr.Pipeline.registerFunction = function (fn, label) {\n  if (label in this.registeredFunctions) {\n    lunr.utils.warn('Overwriting existing registered function: ' + label)\n  }\n\n  fn.label = label\n  lunr.Pipeline.registeredFunctions[fn.label] = fn\n}\n\n/**\n * Warns if the function is not registered as a Pipeline function.\n *\n * @param {lunr.PipelineFunction} fn - The function to check for.\n * @private\n */\nlunr.Pipeline.warnIfFunctionNotRegistered = function (fn) {\n  var isRegistered = fn.label && (fn.label in this.registeredFunctions)\n\n  if (!isRegistered) {\n    lunr.utils.warn('Function is not registered with pipeline. This may cause problems when serialising the index.\\n', fn)\n  }\n}\n\n/**\n * Loads a previously serialised pipeline.\n *\n * All functions to be loaded must already be registered with lunr.Pipeline.\n * If any function from the serialised data has not been registered then an\n * error will be thrown.\n *\n * @param {Object} serialised - The serialised pipeline to load.\n * @returns {lunr.Pipeline}\n */\nlunr.Pipeline.load = function (serialised) {\n  var pipeline = new lunr.Pipeline\n\n  serialised.forEach(function (fnName) {\n    var fn = lunr.Pipeline.registeredFunctions[fnName]\n\n    if (fn) {\n      pipeline.add(fn)\n    } else {\n      throw new Error('Cannot load unregistered function: ' + fnName)\n    }\n  })\n\n  return pipeline\n}\n\n/**\n * Adds new functions to the end of the pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction[]} functions - Any number of functions to add to the pipeline.\n */\nlunr.Pipeline.prototype.add = function () {\n  var fns = Array.prototype.slice.call(arguments)\n\n  fns.forEach(function (fn) {\n    lunr.Pipeline.warnIfFunctionNotRegistered(fn)\n    this._stack.push(fn)\n  }, this)\n}\n\n/**\n * Adds a single function after a function that already exists in the\n * pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction} existingFn - A function that already exists in the pipeline.\n * @param {lunr.PipelineFunction} newFn - The new function to add to the pipeline.\n */\nlunr.Pipeline.prototype.after = function (existingFn, newFn) {\n  lunr.Pipeline.warnIfFunctionNotRegistered(newFn)\n\n  var pos = this._stack.indexOf(existingFn)\n  if (pos == -1) {\n    throw new Error('Cannot find existingFn')\n  }\n\n  pos = pos + 1\n  this._stack.splice(pos, 0, newFn)\n}\n\n/**\n * Adds a single function before a function that already exists in the\n * pipeline.\n *\n * Logs a warning if the function has not been registered.\n *\n * @param {lunr.PipelineFunction} existingFn - A function that already exists in the pipeline.\n * @param {lunr.PipelineFunction} newFn - The new function to add to the pipeline.\n */\nlunr.Pipeline.prototype.before = function (existingFn, newFn) {\n  lunr.Pipeline.warnIfFunctionNotRegistered(newFn)\n\n  var pos = this._stack.indexOf(existingFn)\n  if (pos == -1) {\n    throw new Error('Cannot find existingFn')\n  }\n\n  this._stack.splice(pos, 0, newFn)\n}\n\n/**\n * Removes a function from the pipeline.\n *\n * @param {lunr.PipelineFunction} fn The function to remove from the pipeline.\n */\nlunr.Pipeline.prototype.remove = function (fn) {\n  var pos = this._stack.indexOf(fn)\n  if (pos == -1) {\n    return\n  }\n\n  this._stack.splice(pos, 1)\n}\n\n/**\n * Runs the current list of functions that make up the pipeline against the\n * passed tokens.\n *\n * @param {Array} tokens The tokens to run through the pipeline.\n * @returns {Array}\n */\nlunr.Pipeline.prototype.run = function (tokens) {\n  var stackLength = this._stack.length\n\n  for (var i = 0; i < stackLength; i++) {\n    var fn = this._stack[i]\n    var memo = []\n\n    for (var j = 0; j < tokens.length; j++) {\n      var result = fn(tokens[j], j, tokens)\n\n      if (result === null || result === void 0 || result === '') continue\n\n      if (Array.isArray(result)) {\n        for (var k = 0; k < result.length; k++) {\n          memo.push(result[k])\n        }\n      } else {\n        memo.push(result)\n      }\n    }\n\n    tokens = memo\n  }\n\n  return tokens\n}\n\n/**\n * Convenience method for passing a string through a pipeline and getting\n * strings out. This method takes care of wrapping the passed string in a\n * token and mapping the resulting tokens back to strings.\n *\n * @param {string} str - The string to pass through the pipeline.\n * @param {?object} metadata - Optional metadata to associate with the token\n * passed to the pipeline.\n * @returns {string[]}\n */\nlunr.Pipeline.prototype.runString = function (str, metadata) {\n  var token = new lunr.Token (str, metadata)\n\n  return this.run([token]).map(function (t) {\n    return t.toString()\n  })\n}\n\n/**\n * Resets the pipeline by removing any existing processors.\n *\n */\nlunr.Pipeline.prototype.reset = function () {\n  this._stack = []\n}\n\n/**\n * Returns a representation of the pipeline ready for serialisation.\n *\n * Logs a warning if the function has not been registered.\n *\n * @returns {Array}\n */\nlunr.Pipeline.prototype.toJSON = function () {\n  return this._stack.map(function (fn) {\n    lunr.Pipeline.warnIfFunctionNotRegistered(fn)\n\n    return fn.label\n  })\n}\n/*!\n * lunr.Vector\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A vector is used to construct the vector space of documents and queries. These\n * vectors support operations to determine the similarity between two documents or\n * a document and a query.\n *\n * Normally no parameters are required for initializing a vector, but in the case of\n * loading a previously dumped vector the raw elements can be provided to the constructor.\n *\n * For performance reasons vectors are implemented with a flat array, where an elements\n * index is immediately followed by its value. E.g. [index, value, index, value]. This\n * allows the underlying array to be as sparse as possible and still offer decent\n * performance when being used for vector calculations.\n *\n * @constructor\n * @param {Number[]} [elements] - The flat list of element index and element value pairs.\n */\nlunr.Vector = function (elements) {\n  this._magnitude = 0\n  this.elements = elements || []\n}\n\n\n/**\n * Calculates the position within the vector to insert a given index.\n *\n * This is used internally by insert and upsert. If there are duplicate indexes then\n * the position is returned as if the value for that index were to be updated, but it\n * is the callers responsibility to check whether there is a duplicate at that index\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @returns {Number}\n */\nlunr.Vector.prototype.positionForIndex = function (index) {\n  // For an empty vector the tuple can be inserted at the beginning\n  if (this.elements.length == 0) {\n    return 0\n  }\n\n  var start = 0,\n      end = this.elements.length / 2,\n      sliceLength = end - start,\n      pivotPoint = Math.floor(sliceLength / 2),\n      pivotIndex = this.elements[pivotPoint * 2]\n\n  while (sliceLength > 1) {\n    if (pivotIndex < index) {\n      start = pivotPoint\n    }\n\n    if (pivotIndex > index) {\n      end = pivotPoint\n    }\n\n    if (pivotIndex == index) {\n      break\n    }\n\n    sliceLength = end - start\n    pivotPoint = start + Math.floor(sliceLength / 2)\n    pivotIndex = this.elements[pivotPoint * 2]\n  }\n\n  if (pivotIndex == index) {\n    return pivotPoint * 2\n  }\n\n  if (pivotIndex > index) {\n    return pivotPoint * 2\n  }\n\n  if (pivotIndex < index) {\n    return (pivotPoint + 1) * 2\n  }\n}\n\n/**\n * Inserts an element at an index within the vector.\n *\n * Does not allow duplicates, will throw an error if there is already an entry\n * for this index.\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @param {Number} val - The value to be inserted into the vector.\n */\nlunr.Vector.prototype.insert = function (insertIdx, val) {\n  this.upsert(insertIdx, val, function () {\n    throw \"duplicate index\"\n  })\n}\n\n/**\n * Inserts or updates an existing index within the vector.\n *\n * @param {Number} insertIdx - The index at which the element should be inserted.\n * @param {Number} val - The value to be inserted into the vector.\n * @param {function} fn - A function that is called for updates, the existing value and the\n * requested value are passed as arguments\n */\nlunr.Vector.prototype.upsert = function (insertIdx, val, fn) {\n  this._magnitude = 0\n  var position = this.positionForIndex(insertIdx)\n\n  if (this.elements[position] == insertIdx) {\n    this.elements[position + 1] = fn(this.elements[position + 1], val)\n  } else {\n    this.elements.splice(position, 0, insertIdx, val)\n  }\n}\n\n/**\n * Calculates the magnitude of this vector.\n *\n * @returns {Number}\n */\nlunr.Vector.prototype.magnitude = function () {\n  if (this._magnitude) return this._magnitude\n\n  var sumOfSquares = 0,\n      elementsLength = this.elements.length\n\n  for (var i = 1; i < elementsLength; i += 2) {\n    var val = this.elements[i]\n    sumOfSquares += val * val\n  }\n\n  return this._magnitude = Math.sqrt(sumOfSquares)\n}\n\n/**\n * Calculates the dot product of this vector and another vector.\n *\n * @param {lunr.Vector} otherVector - The vector to compute the dot product with.\n * @returns {Number}\n */\nlunr.Vector.prototype.dot = function (otherVector) {\n  var dotProduct = 0,\n      a = this.elements, b = otherVector.elements,\n      aLen = a.length, bLen = b.length,\n      aVal = 0, bVal = 0,\n      i = 0, j = 0\n\n  while (i < aLen && j < bLen) {\n    aVal = a[i], bVal = b[j]\n    if (aVal < bVal) {\n      i += 2\n    } else if (aVal > bVal) {\n      j += 2\n    } else if (aVal == bVal) {\n      dotProduct += a[i + 1] * b[j + 1]\n      i += 2\n      j += 2\n    }\n  }\n\n  return dotProduct\n}\n\n/**\n * Calculates the similarity between this vector and another vector.\n *\n * @param {lunr.Vector} otherVector - The other vector to calculate the\n * similarity with.\n * @returns {Number}\n */\nlunr.Vector.prototype.similarity = function (otherVector) {\n  return this.dot(otherVector) / this.magnitude() || 0\n}\n\n/**\n * Converts the vector to an array of the elements within the vector.\n *\n * @returns {Number[]}\n */\nlunr.Vector.prototype.toArray = function () {\n  var output = new Array (this.elements.length / 2)\n\n  for (var i = 1, j = 0; i < this.elements.length; i += 2, j++) {\n    output[j] = this.elements[i]\n  }\n\n  return output\n}\n\n/**\n * A JSON serializable representation of the vector.\n *\n * @returns {Number[]}\n */\nlunr.Vector.prototype.toJSON = function () {\n  return this.elements\n}\n/* eslint-disable */\n/*!\n * lunr.stemmer\n * Copyright (C) 2020 Oliver Nightingale\n * Includes code from - http://tartarus.org/~martin/PorterStemmer/js.txt\n */\n\n/**\n * lunr.stemmer is an english language stemmer, this is a JavaScript\n * implementation of the PorterStemmer taken from http://tartarus.org/~martin\n *\n * @static\n * @implements {lunr.PipelineFunction}\n * @param {lunr.Token} token - The string to stem\n * @returns {lunr.Token}\n * @see {@link lunr.Pipeline}\n * @function\n */\nlunr.stemmer = (function(){\n  var step2list = {\n      \"ational\" : \"ate\",\n      \"tional\" : \"tion\",\n      \"enci\" : \"ence\",\n      \"anci\" : \"ance\",\n      \"izer\" : \"ize\",\n      \"bli\" : \"ble\",\n      \"alli\" : \"al\",\n      \"entli\" : \"ent\",\n      \"eli\" : \"e\",\n      \"ousli\" : \"ous\",\n      \"ization\" : \"ize\",\n      \"ation\" : \"ate\",\n      \"ator\" : \"ate\",\n      \"alism\" : \"al\",\n      \"iveness\" : \"ive\",\n      \"fulness\" : \"ful\",\n      \"ousness\" : \"ous\",\n      \"aliti\" : \"al\",\n      \"iviti\" : \"ive\",\n      \"biliti\" : \"ble\",\n      \"logi\" : \"log\"\n    },\n\n    step3list = {\n      \"icate\" : \"ic\",\n      \"ative\" : \"\",\n      \"alize\" : \"al\",\n      \"iciti\" : \"ic\",\n      \"ical\" : \"ic\",\n      \"ful\" : \"\",\n      \"ness\" : \"\"\n    },\n\n    c = \"[^aeiou]\",          // consonant\n    v = \"[aeiouy]\",          // vowel\n    C = c + \"[^aeiouy]*\",    // consonant sequence\n    V = v + \"[aeiou]*\",      // vowel sequence\n\n    mgr0 = \"^(\" + C + \")?\" + V + C,               // [C]VC... is m>0\n    meq1 = \"^(\" + C + \")?\" + V + C + \"(\" + V + \")?$\",  // [C]VC[V] is m=1\n    mgr1 = \"^(\" + C + \")?\" + V + C + V + C,       // [C]VCVC... is m>1\n    s_v = \"^(\" + C + \")?\" + v;                   // vowel in stem\n\n  var re_mgr0 = new RegExp(mgr0);\n  var re_mgr1 = new RegExp(mgr1);\n  var re_meq1 = new RegExp(meq1);\n  var re_s_v = new RegExp(s_v);\n\n  var re_1a = /^(.+?)(ss|i)es$/;\n  var re2_1a = /^(.+?)([^s])s$/;\n  var re_1b = /^(.+?)eed$/;\n  var re2_1b = /^(.+?)(ed|ing)$/;\n  var re_1b_2 = /.$/;\n  var re2_1b_2 = /(at|bl|iz)$/;\n  var re3_1b_2 = new RegExp(\"([^aeiouylsz])\\\\1$\");\n  var re4_1b_2 = new RegExp(\"^\" + C + v + \"[^aeiouwxy]$\");\n\n  var re_1c = /^(.+?[^aeiou])y$/;\n  var re_2 = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;\n\n  var re_3 = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;\n\n  var re_4 = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;\n  var re2_4 = /^(.+?)(s|t)(ion)$/;\n\n  var re_5 = /^(.+?)e$/;\n  var re_5_1 = /ll$/;\n  var re3_5 = new RegExp(\"^\" + C + v + \"[^aeiouwxy]$\");\n\n  var porterStemmer = function porterStemmer(w) {\n    var stem,\n      suffix,\n      firstch,\n      re,\n      re2,\n      re3,\n      re4;\n\n    if (w.length < 3) { return w; }\n\n    firstch = w.substr(0,1);\n    if (firstch == \"y\") {\n      w = firstch.toUpperCase() + w.substr(1);\n    }\n\n    // Step 1a\n    re = re_1a\n    re2 = re2_1a;\n\n    if (re.test(w)) { w = w.replace(re,\"$1$2\"); }\n    else if (re2.test(w)) { w = w.replace(re2,\"$1$2\"); }\n\n    // Step 1b\n    re = re_1b;\n    re2 = re2_1b;\n    if (re.test(w)) {\n      var fp = re.exec(w);\n      re = re_mgr0;\n      if (re.test(fp[1])) {\n        re = re_1b_2;\n        w = w.replace(re,\"\");\n      }\n    } else if (re2.test(w)) {\n      var fp = re2.exec(w);\n      stem = fp[1];\n      re2 = re_s_v;\n      if (re2.test(stem)) {\n        w = stem;\n        re2 = re2_1b_2;\n        re3 = re3_1b_2;\n        re4 = re4_1b_2;\n        if (re2.test(w)) { w = w + \"e\"; }\n        else if (re3.test(w)) { re = re_1b_2; w = w.replace(re,\"\"); }\n        else if (re4.test(w)) { w = w + \"e\"; }\n      }\n    }\n\n    // Step 1c - replace suffix y or Y by i if preceded by a non-vowel which is not the first letter of the word (so cry -> cri, by -> by, say -> say)\n    re = re_1c;\n    if (re.test(w)) {\n      var fp = re.exec(w);\n      stem = fp[1];\n      w = stem + \"i\";\n    }\n\n    // Step 2\n    re = re_2;\n    if (re.test(w)) {\n      var fp = re.exec(w);\n      stem = fp[1];\n      suffix = fp[2];\n      re = re_mgr0;\n      if (re.test(stem)) {\n        w = stem + step2list[suffix];\n      }\n    }\n\n    // Step 3\n    re = re_3;\n    if (re.test(w)) {\n      var fp = re.exec(w);\n      stem = fp[1];\n      suffix = fp[2];\n      re = re_mgr0;\n      if (re.test(stem)) {\n        w = stem + step3list[suffix];\n      }\n    }\n\n    // Step 4\n    re = re_4;\n    re2 = re2_4;\n    if (re.test(w)) {\n      var fp = re.exec(w);\n      stem = fp[1];\n      re = re_mgr1;\n      if (re.test(stem)) {\n        w = stem;\n      }\n    } else if (re2.test(w)) {\n      var fp = re2.exec(w);\n      stem = fp[1] + fp[2];\n      re2 = re_mgr1;\n      if (re2.test(stem)) {\n        w = stem;\n      }\n    }\n\n    // Step 5\n    re = re_5;\n    if (re.test(w)) {\n      var fp = re.exec(w);\n      stem = fp[1];\n      re = re_mgr1;\n      re2 = re_meq1;\n      re3 = re3_5;\n      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem)))) {\n        w = stem;\n      }\n    }\n\n    re = re_5_1;\n    re2 = re_mgr1;\n    if (re.test(w) && re2.test(w)) {\n      re = re_1b_2;\n      w = w.replace(re,\"\");\n    }\n\n    // and turn initial Y back to y\n\n    if (firstch == \"y\") {\n      w = firstch.toLowerCase() + w.substr(1);\n    }\n\n    return w;\n  };\n\n  return function (token) {\n    return token.update(porterStemmer);\n  }\n})();\n\nlunr.Pipeline.registerFunction(lunr.stemmer, 'stemmer')\n/*!\n * lunr.stopWordFilter\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.generateStopWordFilter builds a stopWordFilter function from the provided\n * list of stop words.\n *\n * The built in lunr.stopWordFilter is built using this generator and can be used\n * to generate custom stopWordFilters for applications or non English languages.\n *\n * @function\n * @param {Array} token The token to pass through the filter\n * @returns {lunr.PipelineFunction}\n * @see lunr.Pipeline\n * @see lunr.stopWordFilter\n */\nlunr.generateStopWordFilter = function (stopWords) {\n  var words = stopWords.reduce(function (memo, stopWord) {\n    memo[stopWord] = stopWord\n    return memo\n  }, {})\n\n  return function (token) {\n    if (token && words[token.toString()] !== token.toString()) return token\n  }\n}\n\n/**\n * lunr.stopWordFilter is an English language stop word list filter, any words\n * contained in the list will not be passed through the filter.\n *\n * This is intended to be used in the Pipeline. If the token does not pass the\n * filter then undefined will be returned.\n *\n * @function\n * @implements {lunr.PipelineFunction}\n * @params {lunr.Token} token - A token to check for being a stop word.\n * @returns {lunr.Token}\n * @see {@link lunr.Pipeline}\n */\nlunr.stopWordFilter = lunr.generateStopWordFilter([\n  'a',\n  'able',\n  'about',\n  'across',\n  'after',\n  'all',\n  'almost',\n  'also',\n  'am',\n  'among',\n  'an',\n  'and',\n  'any',\n  'are',\n  'as',\n  'at',\n  'be',\n  'because',\n  'been',\n  'but',\n  'by',\n  'can',\n  'cannot',\n  'could',\n  'dear',\n  'did',\n  'do',\n  'does',\n  'either',\n  'else',\n  'ever',\n  'every',\n  'for',\n  'from',\n  'get',\n  'got',\n  'had',\n  'has',\n  'have',\n  'he',\n  'her',\n  'hers',\n  'him',\n  'his',\n  'how',\n  'however',\n  'i',\n  'if',\n  'in',\n  'into',\n  'is',\n  'it',\n  'its',\n  'just',\n  'least',\n  'let',\n  'like',\n  'likely',\n  'may',\n  'me',\n  'might',\n  'most',\n  'must',\n  'my',\n  'neither',\n  'no',\n  'nor',\n  'not',\n  'of',\n  'off',\n  'often',\n  'on',\n  'only',\n  'or',\n  'other',\n  'our',\n  'own',\n  'rather',\n  'said',\n  'say',\n  'says',\n  'she',\n  'should',\n  'since',\n  'so',\n  'some',\n  'than',\n  'that',\n  'the',\n  'their',\n  'them',\n  'then',\n  'there',\n  'these',\n  'they',\n  'this',\n  'tis',\n  'to',\n  'too',\n  'twas',\n  'us',\n  'wants',\n  'was',\n  'we',\n  'were',\n  'what',\n  'when',\n  'where',\n  'which',\n  'while',\n  'who',\n  'whom',\n  'why',\n  'will',\n  'with',\n  'would',\n  'yet',\n  'you',\n  'your'\n])\n\nlunr.Pipeline.registerFunction(lunr.stopWordFilter, 'stopWordFilter')\n/*!\n * lunr.trimmer\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.trimmer is a pipeline function for trimming non word\n * characters from the beginning and end of tokens before they\n * enter the index.\n *\n * This implementation may not work correctly for non latin\n * characters and should either be removed or adapted for use\n * with languages with non-latin characters.\n *\n * @static\n * @implements {lunr.PipelineFunction}\n * @param {lunr.Token} token The token to pass through the filter\n * @returns {lunr.Token}\n * @see lunr.Pipeline\n */\nlunr.trimmer = function (token) {\n  return token.update(function (s) {\n    return s.replace(/^\\W+/, '').replace(/\\W+$/, '')\n  })\n}\n\nlunr.Pipeline.registerFunction(lunr.trimmer, 'trimmer')\n/*!\n * lunr.TokenSet\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * A token set is used to store the unique list of all tokens\n * within an index. Token sets are also used to represent an\n * incoming query to the index, this query token set and index\n * token set are then intersected to find which tokens to look\n * up in the inverted index.\n *\n * A token set can hold multiple tokens, as in the case of the\n * index token set, or it can hold a single token as in the\n * case of a simple query token set.\n *\n * Additionally token sets are used to perform wildcard matching.\n * Leading, contained and trailing wildcards are supported, and\n * from this edit distance matching can also be provided.\n *\n * Token sets are implemented as a minimal finite state automata,\n * where both common prefixes and suffixes are shared between tokens.\n * This helps to reduce the space used for storing the token set.\n *\n * @constructor\n */\nlunr.TokenSet = function () {\n  this.final = false\n  this.edges = {}\n  this.id = lunr.TokenSet._nextId\n  lunr.TokenSet._nextId += 1\n}\n\n/**\n * Keeps track of the next, auto increment, identifier to assign\n * to a new tokenSet.\n *\n * TokenSets require a unique identifier to be correctly minimised.\n *\n * @private\n */\nlunr.TokenSet._nextId = 1\n\n/**\n * Creates a TokenSet instance from the given sorted array of words.\n *\n * @param {String[]} arr - A sorted array of strings to create the set from.\n * @returns {lunr.TokenSet}\n * @throws Will throw an error if the input array is not sorted.\n */\nlunr.TokenSet.fromArray = function (arr) {\n  var builder = new lunr.TokenSet.Builder\n\n  for (var i = 0, len = arr.length; i < len; i++) {\n    builder.insert(arr[i])\n  }\n\n  builder.finish()\n  return builder.root\n}\n\n/**\n * Creates a token set from a query clause.\n *\n * @private\n * @param {Object} clause - A single clause from lunr.Query.\n * @param {string} clause.term - The query clause term.\n * @param {number} [clause.editDistance] - The optional edit distance for the term.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.fromClause = function (clause) {\n  if ('editDistance' in clause) {\n    return lunr.TokenSet.fromFuzzyString(clause.term, clause.editDistance)\n  } else {\n    return lunr.TokenSet.fromString(clause.term)\n  }\n}\n\n/**\n * Creates a token set representing a single string with a specified\n * edit distance.\n *\n * Insertions, deletions, substitutions and transpositions are each\n * treated as an edit distance of 1.\n *\n * Increasing the allowed edit distance will have a dramatic impact\n * on the performance of both creating and intersecting these TokenSets.\n * It is advised to keep the edit distance less than 3.\n *\n * @param {string} str - The string to create the token set from.\n * @param {number} editDistance - The allowed edit distance to match.\n * @returns {lunr.Vector}\n */\nlunr.TokenSet.fromFuzzyString = function (str, editDistance) {\n  var root = new lunr.TokenSet\n\n  var stack = [{\n    node: root,\n    editsRemaining: editDistance,\n    str: str\n  }]\n\n  while (stack.length) {\n    var frame = stack.pop()\n\n    // no edit\n    if (frame.str.length > 0) {\n      var char = frame.str.charAt(0),\n          noEditNode\n\n      if (char in frame.node.edges) {\n        noEditNode = frame.node.edges[char]\n      } else {\n        noEditNode = new lunr.TokenSet\n        frame.node.edges[char] = noEditNode\n      }\n\n      if (frame.str.length == 1) {\n        noEditNode.final = true\n      }\n\n      stack.push({\n        node: noEditNode,\n        editsRemaining: frame.editsRemaining,\n        str: frame.str.slice(1)\n      })\n    }\n\n    if (frame.editsRemaining == 0) {\n      continue\n    }\n\n    // insertion\n    if (\"*\" in frame.node.edges) {\n      var insertionNode = frame.node.edges[\"*\"]\n    } else {\n      var insertionNode = new lunr.TokenSet\n      frame.node.edges[\"*\"] = insertionNode\n    }\n\n    if (frame.str.length == 0) {\n      insertionNode.final = true\n    }\n\n    stack.push({\n      node: insertionNode,\n      editsRemaining: frame.editsRemaining - 1,\n      str: frame.str\n    })\n\n    // deletion\n    // can only do a deletion if we have enough edits remaining\n    // and if there are characters left to delete in the string\n    if (frame.str.length > 1) {\n      stack.push({\n        node: frame.node,\n        editsRemaining: frame.editsRemaining - 1,\n        str: frame.str.slice(1)\n      })\n    }\n\n    // deletion\n    // just removing the last character from the str\n    if (frame.str.length == 1) {\n      frame.node.final = true\n    }\n\n    // substitution\n    // can only do a substitution if we have enough edits remaining\n    // and if there are characters left to substitute\n    if (frame.str.length >= 1) {\n      if (\"*\" in frame.node.edges) {\n        var substitutionNode = frame.node.edges[\"*\"]\n      } else {\n        var substitutionNode = new lunr.TokenSet\n        frame.node.edges[\"*\"] = substitutionNode\n      }\n\n      if (frame.str.length == 1) {\n        substitutionNode.final = true\n      }\n\n      stack.push({\n        node: substitutionNode,\n        editsRemaining: frame.editsRemaining - 1,\n        str: frame.str.slice(1)\n      })\n    }\n\n    // transposition\n    // can only do a transposition if there are edits remaining\n    // and there are enough characters to transpose\n    if (frame.str.length > 1) {\n      var charA = frame.str.charAt(0),\n          charB = frame.str.charAt(1),\n          transposeNode\n\n      if (charB in frame.node.edges) {\n        transposeNode = frame.node.edges[charB]\n      } else {\n        transposeNode = new lunr.TokenSet\n        frame.node.edges[charB] = transposeNode\n      }\n\n      if (frame.str.length == 1) {\n        transposeNode.final = true\n      }\n\n      stack.push({\n        node: transposeNode,\n        editsRemaining: frame.editsRemaining - 1,\n        str: charA + frame.str.slice(2)\n      })\n    }\n  }\n\n  return root\n}\n\n/**\n * Creates a TokenSet from a string.\n *\n * The string may contain one or more wildcard characters (*)\n * that will allow wildcard matching when intersecting with\n * another TokenSet.\n *\n * @param {string} str - The string to create a TokenSet from.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.fromString = function (str) {\n  var node = new lunr.TokenSet,\n      root = node\n\n  /*\n   * Iterates through all characters within the passed string\n   * appending a node for each character.\n   *\n   * When a wildcard character is found then a self\n   * referencing edge is introduced to continually match\n   * any number of any characters.\n   */\n  for (var i = 0, len = str.length; i < len; i++) {\n    var char = str[i],\n        final = (i == len - 1)\n\n    if (char == \"*\") {\n      node.edges[char] = node\n      node.final = final\n\n    } else {\n      var next = new lunr.TokenSet\n      next.final = final\n\n      node.edges[char] = next\n      node = next\n    }\n  }\n\n  return root\n}\n\n/**\n * Converts this TokenSet into an array of strings\n * contained within the TokenSet.\n *\n * This is not intended to be used on a TokenSet that\n * contains wildcards, in these cases the results are\n * undefined and are likely to cause an infinite loop.\n *\n * @returns {string[]}\n */\nlunr.TokenSet.prototype.toArray = function () {\n  var words = []\n\n  var stack = [{\n    prefix: \"\",\n    node: this\n  }]\n\n  while (stack.length) {\n    var frame = stack.pop(),\n        edges = Object.keys(frame.node.edges),\n        len = edges.length\n\n    if (frame.node.final) {\n      /* In Safari, at this point the prefix is sometimes corrupted, see:\n       * https://github.com/olivernn/lunr.js/issues/279 Calling any\n       * String.prototype method forces Safari to \"cast\" this string to what\n       * it's supposed to be, fixing the bug. */\n      frame.prefix.charAt(0)\n      words.push(frame.prefix)\n    }\n\n    for (var i = 0; i < len; i++) {\n      var edge = edges[i]\n\n      stack.push({\n        prefix: frame.prefix.concat(edge),\n        node: frame.node.edges[edge]\n      })\n    }\n  }\n\n  return words\n}\n\n/**\n * Generates a string representation of a TokenSet.\n *\n * This is intended to allow TokenSets to be used as keys\n * in objects, largely to aid the construction and minimisation\n * of a TokenSet. As such it is not designed to be a human\n * friendly representation of the TokenSet.\n *\n * @returns {string}\n */\nlunr.TokenSet.prototype.toString = function () {\n  // NOTE: Using Object.keys here as this.edges is very likely\n  // to enter 'hash-mode' with many keys being added\n  //\n  // avoiding a for-in loop here as it leads to the function\n  // being de-optimised (at least in V8). From some simple\n  // benchmarks the performance is comparable, but allowing\n  // V8 to optimize may mean easy performance wins in the future.\n\n  if (this._str) {\n    return this._str\n  }\n\n  var str = this.final ? '1' : '0',\n      labels = Object.keys(this.edges).sort(),\n      len = labels.length\n\n  for (var i = 0; i < len; i++) {\n    var label = labels[i],\n        node = this.edges[label]\n\n    str = str + label + node.id\n  }\n\n  return str\n}\n\n/**\n * Returns a new TokenSet that is the intersection of\n * this TokenSet and the passed TokenSet.\n *\n * This intersection will take into account any wildcards\n * contained within the TokenSet.\n *\n * @param {lunr.TokenSet} b - An other TokenSet to intersect with.\n * @returns {lunr.TokenSet}\n */\nlunr.TokenSet.prototype.intersect = function (b) {\n  var output = new lunr.TokenSet,\n      frame = undefined\n\n  var stack = [{\n    qNode: b,\n    output: output,\n    node: this\n  }]\n\n  while (stack.length) {\n    frame = stack.pop()\n\n    // NOTE: As with the #toString method, we are using\n    // Object.keys and a for loop instead of a for-in loop\n    // as both of these objects enter 'hash' mode, causing\n    // the function to be de-optimised in V8\n    var qEdges = Object.keys(frame.qNode.edges),\n        qLen = qEdges.length,\n        nEdges = Object.keys(frame.node.edges),\n        nLen = nEdges.length\n\n    for (var q = 0; q < qLen; q++) {\n      var qEdge = qEdges[q]\n\n      for (var n = 0; n < nLen; n++) {\n        var nEdge = nEdges[n]\n\n        if (nEdge == qEdge || qEdge == '*') {\n          var node = frame.node.edges[nEdge],\n              qNode = frame.qNode.edges[qEdge],\n              final = node.final && qNode.final,\n              next = undefined\n\n          if (nEdge in frame.output.edges) {\n            // an edge already exists for this character\n            // no need to create a new node, just set the finality\n            // bit unless this node is already final\n            next = frame.output.edges[nEdge]\n            next.final = next.final || final\n\n          } else {\n            // no edge exists yet, must create one\n            // set the finality bit and insert it\n            // into the output\n            next = new lunr.TokenSet\n            next.final = final\n            frame.output.edges[nEdge] = next\n          }\n\n          stack.push({\n            qNode: qNode,\n            output: next,\n            node: node\n          })\n        }\n      }\n    }\n  }\n\n  return output\n}\nlunr.TokenSet.Builder = function () {\n  this.previousWord = \"\"\n  this.root = new lunr.TokenSet\n  this.uncheckedNodes = []\n  this.minimizedNodes = {}\n}\n\nlunr.TokenSet.Builder.prototype.insert = function (word) {\n  var node,\n      commonPrefix = 0\n\n  if (word < this.previousWord) {\n    throw new Error (\"Out of order word insertion\")\n  }\n\n  for (var i = 0; i < word.length && i < this.previousWord.length; i++) {\n    if (word[i] != this.previousWord[i]) break\n    commonPrefix++\n  }\n\n  this.minimize(commonPrefix)\n\n  if (this.uncheckedNodes.length == 0) {\n    node = this.root\n  } else {\n    node = this.uncheckedNodes[this.uncheckedNodes.length - 1].child\n  }\n\n  for (var i = commonPrefix; i < word.length; i++) {\n    var nextNode = new lunr.TokenSet,\n        char = word[i]\n\n    node.edges[char] = nextNode\n\n    this.uncheckedNodes.push({\n      parent: node,\n      char: char,\n      child: nextNode\n    })\n\n    node = nextNode\n  }\n\n  node.final = true\n  this.previousWord = word\n}\n\nlunr.TokenSet.Builder.prototype.finish = function () {\n  this.minimize(0)\n}\n\nlunr.TokenSet.Builder.prototype.minimize = function (downTo) {\n  for (var i = this.uncheckedNodes.length - 1; i >= downTo; i--) {\n    var node = this.uncheckedNodes[i],\n        childKey = node.child.toString()\n\n    if (childKey in this.minimizedNodes) {\n      node.parent.edges[node.char] = this.minimizedNodes[childKey]\n    } else {\n      // Cache the key for this node since\n      // we know it can't change anymore\n      node.child._str = childKey\n\n      this.minimizedNodes[childKey] = node.child\n    }\n\n    this.uncheckedNodes.pop()\n  }\n}\n/*!\n * lunr.Index\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * An index contains the built index of all documents and provides a query interface\n * to the index.\n *\n * Usually instances of lunr.Index will not be created using this constructor, instead\n * lunr.Builder should be used to construct new indexes, or lunr.Index.load should be\n * used to load previously built and serialized indexes.\n *\n * @constructor\n * @param {Object} attrs - The attributes of the built search index.\n * @param {Object} attrs.invertedIndex - An index of term/field to document reference.\n * @param {Object<string, lunr.Vector>} attrs.fieldVectors - Field vectors\n * @param {lunr.TokenSet} attrs.tokenSet - An set of all corpus tokens.\n * @param {string[]} attrs.fields - The names of indexed document fields.\n * @param {lunr.Pipeline} attrs.pipeline - The pipeline to use for search terms.\n */\nlunr.Index = function (attrs) {\n  this.invertedIndex = attrs.invertedIndex\n  this.fieldVectors = attrs.fieldVectors\n  this.tokenSet = attrs.tokenSet\n  this.fields = attrs.fields\n  this.pipeline = attrs.pipeline\n}\n\n/**\n * A result contains details of a document matching a search query.\n * @typedef {Object} lunr.Index~Result\n * @property {string} ref - The reference of the document this result represents.\n * @property {number} score - A number between 0 and 1 representing how similar this document is to the query.\n * @property {lunr.MatchData} matchData - Contains metadata about this match including which term(s) caused the match.\n */\n\n/**\n * Although lunr provides the ability to create queries using lunr.Query, it also provides a simple\n * query language which itself is parsed into an instance of lunr.Query.\n *\n * For programmatically building queries it is advised to directly use lunr.Query, the query language\n * is best used for human entered text rather than program generated text.\n *\n * At its simplest queries can just be a single term, e.g. `hello`, multiple terms are also supported\n * and will be combined with OR, e.g `hello world` will match documents that contain either 'hello'\n * or 'world', though those that contain both will rank higher in the results.\n *\n * Wildcards can be included in terms to match one or more unspecified characters, these wildcards can\n * be inserted anywhere within the term, and more than one wildcard can exist in a single term. Adding\n * wildcards will increase the number of documents that will be found but can also have a negative\n * impact on query performance, especially with wildcards at the beginning of a term.\n *\n * Terms can be restricted to specific fields, e.g. `title:hello`, only documents with the term\n * hello in the title field will match this query. Using a field not present in the index will lead\n * to an error being thrown.\n *\n * Modifiers can also be added to terms, lunr supports edit distance and boost modifiers on terms. A term\n * boost will make documents matching that term score higher, e.g. `foo^5`. Edit distance is also supported\n * to provide fuzzy matching, e.g. 'hello~2' will match documents with hello with an edit distance of 2.\n * Avoid large values for edit distance to improve query performance.\n *\n * Each term also supports a presence modifier. By default a term's presence in document is optional, however\n * this can be changed to either required or prohibited. For a term's presence to be required in a document the\n * term should be prefixed with a '+', e.g. `+foo bar` is a search for documents that must contain 'foo' and\n * optionally contain 'bar'. Conversely a leading '-' sets the terms presence to prohibited, i.e. it must not\n * appear in a document, e.g. `-foo bar` is a search for documents that do not contain 'foo' but may contain 'bar'.\n *\n * To escape special characters the backslash character '\\' can be used, this allows searches to include\n * characters that would normally be considered modifiers, e.g. `foo\\~2` will search for a term \"foo~2\" instead\n * of attempting to apply a boost of 2 to the search term \"foo\".\n *\n * @typedef {string} lunr.Index~QueryString\n * @example <caption>Simple single term query</caption>\n * hello\n * @example <caption>Multiple term query</caption>\n * hello world\n * @example <caption>term scoped to a field</caption>\n * title:hello\n * @example <caption>term with a boost of 10</caption>\n * hello^10\n * @example <caption>term with an edit distance of 2</caption>\n * hello~2\n * @example <caption>terms with presence modifiers</caption>\n * -foo +bar baz\n */\n\n/**\n * Performs a search against the index using lunr query syntax.\n *\n * Results will be returned sorted by their score, the most relevant results\n * will be returned first.  For details on how the score is calculated, please see\n * the {@link https://lunrjs.com/guides/searching.html#scoring|guide}.\n *\n * For more programmatic querying use lunr.Index#query.\n *\n * @param {lunr.Index~QueryString} queryString - A string containing a lunr query.\n * @throws {lunr.QueryParseError} If the passed query string cannot be parsed.\n * @returns {lunr.Index~Result[]}\n */\nlunr.Index.prototype.search = function (queryString) {\n  return this.query(function (query) {\n    var parser = new lunr.QueryParser(queryString, query)\n    parser.parse()\n  })\n}\n\n/**\n * A query builder callback provides a query object to be used to express\n * the query to perform on the index.\n *\n * @callback lunr.Index~queryBuilder\n * @param {lunr.Query} query - The query object to build up.\n * @this lunr.Query\n */\n\n/**\n * Performs a query against the index using the yielded lunr.Query object.\n *\n * If performing programmatic queries against the index, this method is preferred\n * over lunr.Index#search so as to avoid the additional query parsing overhead.\n *\n * A query object is yielded to the supplied function which should be used to\n * express the query to be run against the index.\n *\n * Note that although this function takes a callback parameter it is _not_ an\n * asynchronous operation, the callback is just yielded a query object to be\n * customized.\n *\n * @param {lunr.Index~queryBuilder} fn - A function that is used to build the query.\n * @returns {lunr.Index~Result[]}\n */\nlunr.Index.prototype.query = function (fn) {\n  // for each query clause\n  // * process terms\n  // * expand terms from token set\n  // * find matching documents and metadata\n  // * get document vectors\n  // * score documents\n\n  var query = new lunr.Query(this.fields),\n      matchingFields = Object.create(null),\n      queryVectors = Object.create(null),\n      termFieldCache = Object.create(null),\n      requiredMatches = Object.create(null),\n      prohibitedMatches = Object.create(null)\n\n  /*\n   * To support field level boosts a query vector is created per\n   * field. An empty vector is eagerly created to support negated\n   * queries.\n   */\n  for (var i = 0; i < this.fields.length; i++) {\n    queryVectors[this.fields[i]] = new lunr.Vector\n  }\n\n  fn.call(query, query)\n\n  for (var i = 0; i < query.clauses.length; i++) {\n    /*\n     * Unless the pipeline has been disabled for this term, which is\n     * the case for terms with wildcards, we need to pass the clause\n     * term through the search pipeline. A pipeline returns an array\n     * of processed terms. Pipeline functions may expand the passed\n     * term, which means we may end up performing multiple index lookups\n     * for a single query term.\n     */\n    var clause = query.clauses[i],\n        terms = null,\n        clauseMatches = lunr.Set.empty\n\n    if (clause.usePipeline) {\n      terms = this.pipeline.runString(clause.term, {\n        fields: clause.fields\n      })\n    } else {\n      terms = [clause.term]\n    }\n\n    for (var m = 0; m < terms.length; m++) {\n      var term = terms[m]\n\n      /*\n       * Each term returned from the pipeline needs to use the same query\n       * clause object, e.g. the same boost and or edit distance. The\n       * simplest way to do this is to re-use the clause object but mutate\n       * its term property.\n       */\n      clause.term = term\n\n      /*\n       * From the term in the clause we create a token set which will then\n       * be used to intersect the indexes token set to get a list of terms\n       * to lookup in the inverted index\n       */\n      var termTokenSet = lunr.TokenSet.fromClause(clause),\n          expandedTerms = this.tokenSet.intersect(termTokenSet).toArray()\n\n      /*\n       * If a term marked as required does not exist in the tokenSet it is\n       * impossible for the search to return any matches. We set all the field\n       * scoped required matches set to empty and stop examining any further\n       * clauses.\n       */\n      if (expandedTerms.length === 0 && clause.presence === lunr.Query.presence.REQUIRED) {\n        for (var k = 0; k < clause.fields.length; k++) {\n          var field = clause.fields[k]\n          requiredMatches[field] = lunr.Set.empty\n        }\n\n        break\n      }\n\n      for (var j = 0; j < expandedTerms.length; j++) {\n        /*\n         * For each term get the posting and termIndex, this is required for\n         * building the query vector.\n         */\n        var expandedTerm = expandedTerms[j],\n            posting = this.invertedIndex[expandedTerm],\n            termIndex = posting._index\n\n        for (var k = 0; k < clause.fields.length; k++) {\n          /*\n           * For each field that this query term is scoped by (by default\n           * all fields are in scope) we need to get all the document refs\n           * that have this term in that field.\n           *\n           * The posting is the entry in the invertedIndex for the matching\n           * term from above.\n           */\n          var field = clause.fields[k],\n              fieldPosting = posting[field],\n              matchingDocumentRefs = Object.keys(fieldPosting),\n              termField = expandedTerm + \"/\" + field,\n              matchingDocumentsSet = new lunr.Set(matchingDocumentRefs)\n\n          /*\n           * if the presence of this term is required ensure that the matching\n           * documents are added to the set of required matches for this clause.\n           *\n           */\n          if (clause.presence == lunr.Query.presence.REQUIRED) {\n            clauseMatches = clauseMatches.union(matchingDocumentsSet)\n\n            if (requiredMatches[field] === undefined) {\n              requiredMatches[field] = lunr.Set.complete\n            }\n          }\n\n          /*\n           * if the presence of this term is prohibited ensure that the matching\n           * documents are added to the set of prohibited matches for this field,\n           * creating that set if it does not yet exist.\n           */\n          if (clause.presence == lunr.Query.presence.PROHIBITED) {\n            if (prohibitedMatches[field] === undefined) {\n              prohibitedMatches[field] = lunr.Set.empty\n            }\n\n            prohibitedMatches[field] = prohibitedMatches[field].union(matchingDocumentsSet)\n\n            /*\n             * Prohibited matches should not be part of the query vector used for\n             * similarity scoring and no metadata should be extracted so we continue\n             * to the next field\n             */\n            continue\n          }\n\n          /*\n           * The query field vector is populated using the termIndex found for\n           * the term and a unit value with the appropriate boost applied.\n           * Using upsert because there could already be an entry in the vector\n           * for the term we are working with. In that case we just add the scores\n           * together.\n           */\n          queryVectors[field].upsert(termIndex, clause.boost, function (a, b) { return a + b })\n\n          /**\n           * If we've already seen this term, field combo then we've already collected\n           * the matching documents and metadata, no need to go through all that again\n           */\n          if (termFieldCache[termField]) {\n            continue\n          }\n\n          for (var l = 0; l < matchingDocumentRefs.length; l++) {\n            /*\n             * All metadata for this term/field/document triple\n             * are then extracted and collected into an instance\n             * of lunr.MatchData ready to be returned in the query\n             * results\n             */\n            var matchingDocumentRef = matchingDocumentRefs[l],\n                matchingFieldRef = new lunr.FieldRef (matchingDocumentRef, field),\n                metadata = fieldPosting[matchingDocumentRef],\n                fieldMatch\n\n            if ((fieldMatch = matchingFields[matchingFieldRef]) === undefined) {\n              matchingFields[matchingFieldRef] = new lunr.MatchData (expandedTerm, field, metadata)\n            } else {\n              fieldMatch.add(expandedTerm, field, metadata)\n            }\n\n          }\n\n          termFieldCache[termField] = true\n        }\n      }\n    }\n\n    /**\n     * If the presence was required we need to update the requiredMatches field sets.\n     * We do this after all fields for the term have collected their matches because\n     * the clause terms presence is required in _any_ of the fields not _all_ of the\n     * fields.\n     */\n    if (clause.presence === lunr.Query.presence.REQUIRED) {\n      for (var k = 0; k < clause.fields.length; k++) {\n        var field = clause.fields[k]\n        requiredMatches[field] = requiredMatches[field].intersect(clauseMatches)\n      }\n    }\n  }\n\n  /**\n   * Need to combine the field scoped required and prohibited\n   * matching documents into a global set of required and prohibited\n   * matches\n   */\n  var allRequiredMatches = lunr.Set.complete,\n      allProhibitedMatches = lunr.Set.empty\n\n  for (var i = 0; i < this.fields.length; i++) {\n    var field = this.fields[i]\n\n    if (requiredMatches[field]) {\n      allRequiredMatches = allRequiredMatches.intersect(requiredMatches[field])\n    }\n\n    if (prohibitedMatches[field]) {\n      allProhibitedMatches = allProhibitedMatches.union(prohibitedMatches[field])\n    }\n  }\n\n  var matchingFieldRefs = Object.keys(matchingFields),\n      results = [],\n      matches = Object.create(null)\n\n  /*\n   * If the query is negated (contains only prohibited terms)\n   * we need to get _all_ fieldRefs currently existing in the\n   * index. This is only done when we know that the query is\n   * entirely prohibited terms to avoid any cost of getting all\n   * fieldRefs unnecessarily.\n   *\n   * Additionally, blank MatchData must be created to correctly\n   * populate the results.\n   */\n  if (query.isNegated()) {\n    matchingFieldRefs = Object.keys(this.fieldVectors)\n\n    for (var i = 0; i < matchingFieldRefs.length; i++) {\n      var matchingFieldRef = matchingFieldRefs[i]\n      var fieldRef = lunr.FieldRef.fromString(matchingFieldRef)\n      matchingFields[matchingFieldRef] = new lunr.MatchData\n    }\n  }\n\n  for (var i = 0; i < matchingFieldRefs.length; i++) {\n    /*\n     * Currently we have document fields that match the query, but we\n     * need to return documents. The matchData and scores are combined\n     * from multiple fields belonging to the same document.\n     *\n     * Scores are calculated by field, using the query vectors created\n     * above, and combined into a final document score using addition.\n     */\n    var fieldRef = lunr.FieldRef.fromString(matchingFieldRefs[i]),\n        docRef = fieldRef.docRef\n\n    if (!allRequiredMatches.contains(docRef)) {\n      continue\n    }\n\n    if (allProhibitedMatches.contains(docRef)) {\n      continue\n    }\n\n    var fieldVector = this.fieldVectors[fieldRef],\n        score = queryVectors[fieldRef.fieldName].similarity(fieldVector),\n        docMatch\n\n    if ((docMatch = matches[docRef]) !== undefined) {\n      docMatch.score += score\n      docMatch.matchData.combine(matchingFields[fieldRef])\n    } else {\n      var match = {\n        ref: docRef,\n        score: score,\n        matchData: matchingFields[fieldRef]\n      }\n      matches[docRef] = match\n      results.push(match)\n    }\n  }\n\n  /*\n   * Sort the results objects by score, highest first.\n   */\n  return results.sort(function (a, b) {\n    return b.score - a.score\n  })\n}\n\n/**\n * Prepares the index for JSON serialization.\n *\n * The schema for this JSON blob will be described in a\n * separate JSON schema file.\n *\n * @returns {Object}\n */\nlunr.Index.prototype.toJSON = function () {\n  var invertedIndex = Object.keys(this.invertedIndex)\n    .sort()\n    .map(function (term) {\n      return [term, this.invertedIndex[term]]\n    }, this)\n\n  var fieldVectors = Object.keys(this.fieldVectors)\n    .map(function (ref) {\n      return [ref, this.fieldVectors[ref].toJSON()]\n    }, this)\n\n  return {\n    version: lunr.version,\n    fields: this.fields,\n    fieldVectors: fieldVectors,\n    invertedIndex: invertedIndex,\n    pipeline: this.pipeline.toJSON()\n  }\n}\n\n/**\n * Loads a previously serialized lunr.Index\n *\n * @param {Object} serializedIndex - A previously serialized lunr.Index\n * @returns {lunr.Index}\n */\nlunr.Index.load = function (serializedIndex) {\n  var attrs = {},\n      fieldVectors = {},\n      serializedVectors = serializedIndex.fieldVectors,\n      invertedIndex = Object.create(null),\n      serializedInvertedIndex = serializedIndex.invertedIndex,\n      tokenSetBuilder = new lunr.TokenSet.Builder,\n      pipeline = lunr.Pipeline.load(serializedIndex.pipeline)\n\n  if (serializedIndex.version != lunr.version) {\n    lunr.utils.warn(\"Version mismatch when loading serialised index. Current version of lunr '\" + lunr.version + \"' does not match serialized index '\" + serializedIndex.version + \"'\")\n  }\n\n  for (var i = 0; i < serializedVectors.length; i++) {\n    var tuple = serializedVectors[i],\n        ref = tuple[0],\n        elements = tuple[1]\n\n    fieldVectors[ref] = new lunr.Vector(elements)\n  }\n\n  for (var i = 0; i < serializedInvertedIndex.length; i++) {\n    var tuple = serializedInvertedIndex[i],\n        term = tuple[0],\n        posting = tuple[1]\n\n    tokenSetBuilder.insert(term)\n    invertedIndex[term] = posting\n  }\n\n  tokenSetBuilder.finish()\n\n  attrs.fields = serializedIndex.fields\n\n  attrs.fieldVectors = fieldVectors\n  attrs.invertedIndex = invertedIndex\n  attrs.tokenSet = tokenSetBuilder.root\n  attrs.pipeline = pipeline\n\n  return new lunr.Index(attrs)\n}\n/*!\n * lunr.Builder\n * Copyright (C) 2020 Oliver Nightingale\n */\n\n/**\n * lunr.Builder performs indexing on a set of documents and\n * returns instances of lunr.Index ready for querying.\n *\n * All configuration of the index is done via the builder, the\n * fields to index, the document reference, the text processing\n * pipeline and document scoring parameters are all set on the\n * builder before indexing.\n *\n * @constructor\n * @property {string} _ref - Internal reference to the document reference field.\n * @property {string[]} _fields - Internal reference to the document fields to index.\n * @property {object} invertedIndex - The inverted index maps terms to document fields.\n * @property {object} documentTermFrequencies - Keeps track of document term frequencies.\n * @property {object} documentLengths - Keeps track of the length of documents added to the index.\n * @property {lunr.tokenizer} tokenizer - Function for splitting strings into tokens for indexing.\n * @property {lunr.Pipeline} pipeline - The pipeline performs text processing on tokens before indexing.\n * @property {lunr.Pipeline} searchPipeline - A pipeline for processing search terms before querying the index.\n * @property {number} documentCount - Keeps track of the total number of documents indexed.\n * @property {number} _b - A parameter to control field length normalization, setting this to 0 disabled normalization, 1 fully normalizes field lengths, the default value is 0.75.\n * @property {number} _k1 - A parameter to control how quickly an increase in term frequency results in term frequency saturation, the default value is 1.2.\n * @property {number} termIndex - A counter incremented for each unique term, used to identify a terms position in the vector space.\n * @property {array} metadataWhitelist - A list of metadata keys that have been whitelisted for entry in the index.\n */\nlunr.Builder = function () {\n  this._ref = \"id\"\n  this._fields = Object.create(null)\n  this._documents = Object.create(null)\n  this.invertedIndex = Object.create(null)\n  this.fieldTermFrequencies = {}\n  this.fieldLengths = {}\n  this.tokenizer = lunr.tokenizer\n  this.pipeline = new lunr.Pipeline\n  this.searchPipeline = new lunr.Pipeline\n  this.documentCount = 0\n  this._b = 0.75\n  this._k1 = 1.2\n  this.termIndex = 0\n  this.metadataWhitelist = []\n}\n\n/**\n * Sets the document field used as the document reference. Every document must have this field.\n * The type of this field in the document should be a string, if it is not a string it will be\n * coerced into a string by calling toString.\n *\n * The default ref is 'id'.\n *\n * The ref should _not_ be changed during indexing, it should be set before any documents are\n * added to the index. Changing it during indexing can lead to inconsistent results.\n *\n * @param {string} ref - The name of the reference field in the document.\n */\nlunr.Builder.prototype.ref = function (ref) {\n  this._ref = ref\n}\n\n/**\n * A function that is used to extract a field from a document.\n *\n * Lunr expects a field to be at the top level of a document, if however the field\n * is deeply nested within a document an extractor function can be used to extract\n * the right field for indexing.\n *\n * @callback fieldExtractor\n * @param {object} doc - The document being added to the index.\n * @returns {?(string|object|object[])} obj - The object that will be indexed for this field.\n * @example <caption>Extracting a nested field</caption>\n * function (doc) { return doc.nested.field }\n */\n\n/**\n * Adds a field to the list of document fields that will be indexed. Every document being\n * indexed should have this field. Null values for this field in indexed documents will\n * not cause errors but will limit the chance of that document being retrieved by searches.\n *\n * All fields should be added before adding documents to the index. Adding fields after\n * a document has been indexed will have no effect on already indexed documents.\n *\n * Fields can be boosted at build time. This allows terms within that field to have more\n * importance when ranking search results. Use a field boost to specify that matches within\n * one field are more important than other fields.\n *\n * @param {string} fieldName - The name of a field to index in all documents.\n * @param {object} attributes - Optional attributes associated with this field.\n * @param {number} [attributes.boost=1] - Boost applied to all terms within this field.\n * @param {fieldExtractor} [attributes.extractor] - Function to extract a field from a document.\n * @throws {RangeError} fieldName cannot contain unsupported characters '/'\n */\nlunr.Builder.prototype.field = function (fieldName, attributes) {\n  if (/\\//.test(fieldName)) {\n    throw new RangeError (\"Field '\" + fieldName + \"' contains illegal character '/'\")\n  }\n\n  this._fields[fieldName] = attributes || {}\n}\n\n/**\n * A parameter to tune the amount of field length normalisation that is applied when\n * calculating relevance scores. A value of 0 will completely disable any normalisation\n * and a value of 1 will fully normalise field lengths. The default is 0.75. Values of b\n * will be clamped to the range 0 - 1.\n *\n * @param {number} number - The value to set for this tuning parameter.\n */\nlunr.Builder.prototype.b = function (number) {\n  if (number < 0) {\n    this._b = 0\n  } else if (number > 1) {\n    this._b = 1\n  } else {\n    this._b = number\n  }\n}\n\n/**\n * A parameter that controls the speed at which a rise in term frequency results in term\n * frequency saturation. The default value is 1.2. Setting this to a higher value will give\n * slower saturation levels, a lower value will result in quicker saturation.\n *\n * @param {number} number - The value to set for this tuning parameter.\n */\nlunr.Builder.prototype.k1 = function (number) {\n  this._k1 = number\n}\n\n/**\n * Adds a document to the index.\n *\n * Before adding fields to the index the index should have been fully setup, with the document\n * ref and all fields to index already having been specified.\n *\n * The document must have a field name as specified by the ref (by default this is 'id') and\n * it should have all fields defined for indexing, though null or undefined values will not\n * cause errors.\n *\n * Entire documents can be boosted at build time. Applying a boost to a document indicates that\n * this document should rank higher in search results than other documents.\n *\n * @param {object} doc - The document to add to the index.\n * @param {object} attributes - Optional attributes associated with this document.\n * @param {number} [attributes.boost=1] - Boost applied to all terms within this document.\n */\nlunr.Builder.prototype.add = function (doc, attributes) {\n  var docRef = doc[this._ref],\n      fields = Object.keys(this._fields)\n\n  this._documents[docRef] = attributes || {}\n  this.documentCount += 1\n\n  for (var i = 0; i < fields.length; i++) {\n    var fieldName = fields[i],\n        extractor = this._fields[fieldName].extractor,\n        field = extractor ? extractor(doc) : doc[fieldName],\n        tokens = this.tokenizer(field, {\n          fields: [fieldName]\n        }),\n        terms = this.pipeline.run(tokens),\n        fieldRef = new lunr.FieldRef (docRef, fieldName),\n        fieldTerms = Object.create(null)\n\n    this.fieldTermFrequencies[fieldRef] = fieldTerms\n    this.fieldLengths[fieldRef] = 0\n\n    // store the length of this field for this document\n    this.fieldLengths[fieldRef] += terms.length\n\n    // calculate term frequencies for this field\n    for (var j = 0; j < terms.length; j++) {\n      var term = terms[j]\n\n      if (fieldTerms[term] == undefined) {\n        fieldTerms[term] = 0\n      }\n\n      fieldTerms[term] += 1\n\n      // add to inverted index\n      // create an initial posting if one doesn't exist\n      if (this.invertedIndex[term] == undefined) {\n        var posting = Object.create(null)\n        posting[\"_index\"] = this.termIndex\n        this.termIndex += 1\n\n        for (var k = 0; k < fields.length; k++) {\n          posting[fields[k]] = Object.create(null)\n        }\n\n        this.invertedIndex[term] = posting\n      }\n\n      // add an entry for this term/fieldName/docRef to the invertedIndex\n      if (this.invertedIndex[term][fieldName][docRef] == undefined) {\n        this.invertedIndex[term][fieldName][docRef] = Object.create(null)\n      }\n\n      // store all whitelisted metadata about this token in the\n      // inverted index\n      for (var l = 0; l < this.metadataWhitelist.length; l++) {\n        var metadataKey = this.metadataWhitelist[l],\n            metadata = term.metadata[metadataKey]\n\n        if (this.invertedIndex[term][fieldName][docRef][metadataKey] == undefined) {\n          this.invertedIndex[term][fieldName][docRef][metadataKey] = []\n        }\n\n        this.invertedIndex[term][fieldName][docRef][metadataKey].push(metadata)\n      }\n    }\n\n  }\n}\n\n/**\n * Calculates the average document length for this index\n *\n * @private\n */\nlunr.Builder.prototype.calculateAverageFieldLengths = function () {\n\n  var fieldRefs = Object.keys(this.fieldLengths),\n      numberOfFields = fieldRefs.length,\n      accumulator = {},\n      documentsWithField = {}\n\n  for (var i = 0; i < numberOfFields; i++) {\n    var fieldRef = lunr.FieldRef.fromString(fieldRefs[i]),\n        field = fieldRef.fieldName\n\n    documentsWithField[field] || (documentsWithField[field] = 0)\n    documentsWithField[field] += 1\n\n    accumulator[field] || (accumulator[field] = 0)\n    accumulator[field] += this.fieldLengths[fieldRef]\n  }\n\n  var fields = Object.keys(this._fields)\n\n  for (var i = 0; i < fields.length; i++) {\n    var fieldName = fields[i]\n    accumulator[fieldName] = accumulator[fieldName] / documentsWithField[fieldName]\n  }\n\n  this.averageFieldLength = accumulator\n}\n\n/**\n * Builds a vector space model of every document using lunr.Vector\n *\n * @private\n */\nlunr.Builder.prototype.createFieldVectors = function () {\n  var fieldVectors = {},\n      fieldRefs = Object.keys(this.fieldTermFrequencies),\n      fieldRefsLength = fieldRefs.length,\n      termIdfCache = Object.create(null)\n\n  for (var i = 0; i < fieldRefsLength; i++) {\n    var fieldRef = lunr.FieldRef.fromString(fieldRefs[i]),\n        fieldName = fieldRef.fieldName,\n        fieldLength = this.fieldLengths[fieldRef],\n        fieldVector = new lunr.Vector,\n        termFrequencies = this.fieldTermFrequencies[fieldRef],\n        terms = Object.keys(termFrequencies),\n        termsLength = terms.length\n\n\n    var fieldBoost = this._fields[fieldName].boost || 1,\n        docBoost = this._documents[fieldRef.docRef].boost || 1\n\n    for (var j = 0; j < termsLength; j++) {\n      var term = terms[j],\n          tf = termFrequencies[term],\n          termIndex = this.invertedIndex[term]._index,\n          idf, score, scoreWithPrecision\n\n      if (termIdfCache[term] === undefined) {\n        idf = lunr.idf(this.invertedIndex[term], this.documentCount)\n        termIdfCache[term] = idf\n      } else {\n        idf = termIdfCache[term]\n      }\n\n      score = idf * ((this._k1 + 1) * tf) / (this._k1 * (1 - this._b + this._b * (fieldLength / this.averageFieldLength[fieldName])) + tf)\n      score *= fieldBoost\n      score *= docBoost\n      scoreWithPrecision = Math.round(score * 1000) / 1000\n      // Converts 1.23456789 to 1.234.\n      // Reducing the precision so that the vectors take up less\n      // space when serialised. Doing it now so that they behave\n      // the same before and after serialisation. Also, this is\n      // the fastest approach to reducing a number's precision in\n      // JavaScript.\n\n      fieldVector.insert(termIndex, scoreWithPrecision)\n    }\n\n    fieldVectors[fieldRef] = fieldVector\n  }\n\n  this.fieldVectors = fieldVectors\n}\n\n/**\n * Creates a token set of all tokens in the index using lunr.TokenSet\n *\n * @private\n */\nlunr.Builder.prototype.createTokenSet = function () {\n  this.tokenSet = lunr.TokenSet.fromArray(\n    Object.keys(this.invertedIndex).sort()\n  )\n}\n\n/**\n * Builds the index, creating an instance of lunr.Index.\n *\n * This completes the indexing process and should only be called\n * once all documents have been added to the index.\n *\n * @returns {lunr.Index}\n */\nlunr.Builder.prototype.build = function () {\n  this.calculateAverageFieldLengths()\n  this.createFieldVectors()\n  this.createTokenSet()\n\n  return new lunr.Index({\n    invertedIndex: this.invertedIndex,\n    fieldVectors: this.fieldVectors,\n    tokenSet: this.tokenSet,\n    fields: Object.keys(this._fields),\n    pipeline: this.searchPipeline\n  })\n}\n\n/**\n * Applies a plugin to the index builder.\n *\n * A plugin is a function that is called with the index builder as its context.\n * Plugins can be used to customise or extend the behaviour of the index\n * in some way. A plugin is just a function, that encapsulated the custom\n * behaviour that should be applied when building the index.\n *\n * The plugin function will be called with the index builder as its argument, additional\n * arguments can also be passed when calling use. The function will be called\n * with the index builder as its context.\n *\n * @param {Function} plugin The plugin to apply.\n */\nlunr.Builder.prototype.use = function (fn) {\n  var args = Array.prototype.slice.call(arguments, 1)\n  args.unshift(this)\n  fn.apply(this, args)\n}\n/**\n * Contains and collects metadata about a matching document.\n * A single instance of lunr.MatchData is returned as part of every\n * lunr.Index~Result.\n *\n * @constructor\n * @param {string} term - The term this match data is associated with\n * @param {string} field - The field in which the term was found\n * @param {object} metadata - The metadata recorded about this term in this field\n * @property {object} metadata - A cloned collection of metadata associated with this document.\n * @see {@link lunr.Index~Result}\n */\nlunr.MatchData = function (term, field, metadata) {\n  var clonedMetadata = Object.create(null),\n      metadataKeys = Object.keys(metadata || {})\n\n  // Cloning the metadata to prevent the original\n  // being mutated during match data combination.\n  // Metadata is kept in an array within the inverted\n  // index so cloning the data can be done with\n  // Array#slice\n  for (var i = 0; i < metadataKeys.length; i++) {\n    var key = metadataKeys[i]\n    clonedMetadata[key] = metadata[key].slice()\n  }\n\n  this.metadata = Object.create(null)\n\n  if (term !== undefined) {\n    this.metadata[term] = Object.create(null)\n    this.metadata[term][field] = clonedMetadata\n  }\n}\n\n/**\n * An instance of lunr.MatchData will be created for every term that matches a\n * document. However only one instance is required in a lunr.Index~Result. This\n * method combines metadata from another instance of lunr.MatchData with this\n * objects metadata.\n *\n * @param {lunr.MatchData} otherMatchData - Another instance of match data to merge with this one.\n * @see {@link lunr.Index~Result}\n */\nlunr.MatchData.prototype.combine = function (otherMatchData) {\n  var terms = Object.keys(otherMatchData.metadata)\n\n  for (var i = 0; i < terms.length; i++) {\n    var term = terms[i],\n        fields = Object.keys(otherMatchData.metadata[term])\n\n    if (this.metadata[term] == undefined) {\n      this.metadata[term] = Object.create(null)\n    }\n\n    for (var j = 0; j < fields.length; j++) {\n      var field = fields[j],\n          keys = Object.keys(otherMatchData.metadata[term][field])\n\n      if (this.metadata[term][field] == undefined) {\n        this.metadata[term][field] = Object.create(null)\n      }\n\n      for (var k = 0; k < keys.length; k++) {\n        var key = keys[k]\n\n        if (this.metadata[term][field][key] == undefined) {\n          this.metadata[term][field][key] = otherMatchData.metadata[term][field][key]\n        } else {\n          this.metadata[term][field][key] = this.metadata[term][field][key].concat(otherMatchData.metadata[term][field][key])\n        }\n\n      }\n    }\n  }\n}\n\n/**\n * Add metadata for a term/field pair to this instance of match data.\n *\n * @param {string} term - The term this match data is associated with\n * @param {string} field - The field in which the term was found\n * @param {object} metadata - The metadata recorded about this term in this field\n */\nlunr.MatchData.prototype.add = function (term, field, metadata) {\n  if (!(term in this.metadata)) {\n    this.metadata[term] = Object.create(null)\n    this.metadata[term][field] = metadata\n    return\n  }\n\n  if (!(field in this.metadata[term])) {\n    this.metadata[term][field] = metadata\n    return\n  }\n\n  var metadataKeys = Object.keys(metadata)\n\n  for (var i = 0; i < metadataKeys.length; i++) {\n    var key = metadataKeys[i]\n\n    if (key in this.metadata[term][field]) {\n      this.metadata[term][field][key] = this.metadata[term][field][key].concat(metadata[key])\n    } else {\n      this.metadata[term][field][key] = metadata[key]\n    }\n  }\n}\n/**\n * A lunr.Query provides a programmatic way of defining queries to be performed\n * against a {@link lunr.Index}.\n *\n * Prefer constructing a lunr.Query using the {@link lunr.Index#query} method\n * so the query object is pre-initialized with the right index fields.\n *\n * @constructor\n * @property {lunr.Query~Clause[]} clauses - An array of query clauses.\n * @property {string[]} allFields - An array of all available fields in a lunr.Index.\n */\nlunr.Query = function (allFields) {\n  this.clauses = []\n  this.allFields = allFields\n}\n\n/**\n * Constants for indicating what kind of automatic wildcard insertion will be used when constructing a query clause.\n *\n * This allows wildcards to be added to the beginning and end of a term without having to manually do any string\n * concatenation.\n *\n * The wildcard constants can be bitwise combined to select both leading and trailing wildcards.\n *\n * @constant\n * @default\n * @property {number} wildcard.NONE - The term will have no wildcards inserted, this is the default behaviour\n * @property {number} wildcard.LEADING - Prepend the term with a wildcard, unless a leading wildcard already exists\n * @property {number} wildcard.TRAILING - Append a wildcard to the term, unless a trailing wildcard already exists\n * @see lunr.Query~Clause\n * @see lunr.Query#clause\n * @see lunr.Query#term\n * @example <caption>query term with trailing wildcard</caption>\n * query.term('foo', { wildcard: lunr.Query.wildcard.TRAILING })\n * @example <caption>query term with leading and trailing wildcard</caption>\n * query.term('foo', {\n *   wildcard: lunr.Query.wildcard.LEADING | lunr.Query.wildcard.TRAILING\n * })\n */\n\nlunr.Query.wildcard = new String (\"*\")\nlunr.Query.wildcard.NONE = 0\nlunr.Query.wildcard.LEADING = 1\nlunr.Query.wildcard.TRAILING = 2\n\n/**\n * Constants for indicating what kind of presence a term must have in matching documents.\n *\n * @constant\n * @enum {number}\n * @see lunr.Query~Clause\n * @see lunr.Query#clause\n * @see lunr.Query#term\n * @example <caption>query term with required presence</caption>\n * query.term('foo', { presence: lunr.Query.presence.REQUIRED })\n */\nlunr.Query.presence = {\n  /**\n   * Term's presence in a document is optional, this is the default value.\n   */\n  OPTIONAL: 1,\n\n  /**\n   * Term's presence in a document is required, documents that do not contain\n   * this term will not be returned.\n   */\n  REQUIRED: 2,\n\n  /**\n   * Term's presence in a document is prohibited, documents that do contain\n   * this term will not be returned.\n   */\n  PROHIBITED: 3\n}\n\n/**\n * A single clause in a {@link lunr.Query} contains a term and details on how to\n * match that term against a {@link lunr.Index}.\n *\n * @typedef {Object} lunr.Query~Clause\n * @property {string[]} fields - The fields in an index this clause should be matched against.\n * @property {number} [boost=1] - Any boost that should be applied when matching this clause.\n * @property {number} [editDistance] - Whether the term should have fuzzy matching applied, and how fuzzy the match should be.\n * @property {boolean} [usePipeline] - Whether the term should be passed through the search pipeline.\n * @property {number} [wildcard=lunr.Query.wildcard.NONE] - Whether the term should have wildcards appended or prepended.\n * @property {number} [presence=lunr.Query.presence.OPTIONAL] - The terms presence in any matching documents.\n */\n\n/**\n * Adds a {@link lunr.Query~Clause} to this query.\n *\n * Unless the clause contains the fields to be matched all fields will be matched. In addition\n * a default boost of 1 is applied to the clause.\n *\n * @param {lunr.Query~Clause} clause - The clause to add to this query.\n * @see lunr.Query~Clause\n * @returns {lunr.Query}\n */\nlunr.Query.prototype.clause = function (clause) {\n  if (!('fields' in clause)) {\n    clause.fields = this.allFields\n  }\n\n  if (!('boost' in clause)) {\n    clause.boost = 1\n  }\n\n  if (!('usePipeline' in clause)) {\n    clause.usePipeline = true\n  }\n\n  if (!('wildcard' in clause)) {\n    clause.wildcard = lunr.Query.wildcard.NONE\n  }\n\n  if ((clause.wildcard & lunr.Query.wildcard.LEADING) && (clause.term.charAt(0) != lunr.Query.wildcard)) {\n    clause.term = \"*\" + clause.term\n  }\n\n  if ((clause.wildcard & lunr.Query.wildcard.TRAILING) && (clause.term.slice(-1) != lunr.Query.wildcard)) {\n    clause.term = \"\" + clause.term + \"*\"\n  }\n\n  if (!('presence' in clause)) {\n    clause.presence = lunr.Query.presence.OPTIONAL\n  }\n\n  this.clauses.push(clause)\n\n  return this\n}\n\n/**\n * A negated query is one in which every clause has a presence of\n * prohibited. These queries require some special processing to return\n * the expected results.\n *\n * @returns boolean\n */\nlunr.Query.prototype.isNegated = function () {\n  for (var i = 0; i < this.clauses.length; i++) {\n    if (this.clauses[i].presence != lunr.Query.presence.PROHIBITED) {\n      return false\n    }\n  }\n\n  return true\n}\n\n/**\n * Adds a term to the current query, under the covers this will create a {@link lunr.Query~Clause}\n * to the list of clauses that make up this query.\n *\n * The term is used as is, i.e. no tokenization will be performed by this method. Instead conversion\n * to a token or token-like string should be done before calling this method.\n *\n * The term will be converted to a string by calling `toString`. Multiple terms can be passed as an\n * array, each term in the array will share the same options.\n *\n * @param {object|object[]} term - The term(s) to add to the query.\n * @param {object} [options] - Any additional properties to add to the query clause.\n * @returns {lunr.Query}\n * @see lunr.Query#clause\n * @see lunr.Query~Clause\n * @example <caption>adding a single term to a query</caption>\n * query.term(\"foo\")\n * @example <caption>adding a single term to a query and specifying search fields, term boost and automatic trailing wildcard</caption>\n * query.term(\"foo\", {\n *   fields: [\"title\"],\n *   boost: 10,\n *   wildcard: lunr.Query.wildcard.TRAILING\n * })\n * @example <caption>using lunr.tokenizer to convert a string to tokens before using them as terms</caption>\n * query.term(lunr.tokenizer(\"foo bar\"))\n */\nlunr.Query.prototype.term = function (term, options) {\n  if (Array.isArray(term)) {\n    term.forEach(function (t) { this.term(t, lunr.utils.clone(options)) }, this)\n    return this\n  }\n\n  var clause = options || {}\n  clause.term = term.toString()\n\n  this.clause(clause)\n\n  return this\n}\nlunr.QueryParseError = function (message, start, end) {\n  this.name = \"QueryParseError\"\n  this.message = message\n  this.start = start\n  this.end = end\n}\n\nlunr.QueryParseError.prototype = new Error\nlunr.QueryLexer = function (str) {\n  this.lexemes = []\n  this.str = str\n  this.length = str.length\n  this.pos = 0\n  this.start = 0\n  this.escapeCharPositions = []\n}\n\nlunr.QueryLexer.prototype.run = function () {\n  var state = lunr.QueryLexer.lexText\n\n  while (state) {\n    state = state(this)\n  }\n}\n\nlunr.QueryLexer.prototype.sliceString = function () {\n  var subSlices = [],\n      sliceStart = this.start,\n      sliceEnd = this.pos\n\n  for (var i = 0; i < this.escapeCharPositions.length; i++) {\n    sliceEnd = this.escapeCharPositions[i]\n    subSlices.push(this.str.slice(sliceStart, sliceEnd))\n    sliceStart = sliceEnd + 1\n  }\n\n  subSlices.push(this.str.slice(sliceStart, this.pos))\n  this.escapeCharPositions.length = 0\n\n  return subSlices.join('')\n}\n\nlunr.QueryLexer.prototype.emit = function (type) {\n  this.lexemes.push({\n    type: type,\n    str: this.sliceString(),\n    start: this.start,\n    end: this.pos\n  })\n\n  this.start = this.pos\n}\n\nlunr.QueryLexer.prototype.escapeCharacter = function () {\n  this.escapeCharPositions.push(this.pos - 1)\n  this.pos += 1\n}\n\nlunr.QueryLexer.prototype.next = function () {\n  if (this.pos >= this.length) {\n    return lunr.QueryLexer.EOS\n  }\n\n  var char = this.str.charAt(this.pos)\n  this.pos += 1\n  return char\n}\n\nlunr.QueryLexer.prototype.width = function () {\n  return this.pos - this.start\n}\n\nlunr.QueryLexer.prototype.ignore = function () {\n  if (this.start == this.pos) {\n    this.pos += 1\n  }\n\n  this.start = this.pos\n}\n\nlunr.QueryLexer.prototype.backup = function () {\n  this.pos -= 1\n}\n\nlunr.QueryLexer.prototype.acceptDigitRun = function () {\n  var char, charCode\n\n  do {\n    char = this.next()\n    charCode = char.charCodeAt(0)\n  } while (charCode > 47 && charCode < 58)\n\n  if (char != lunr.QueryLexer.EOS) {\n    this.backup()\n  }\n}\n\nlunr.QueryLexer.prototype.more = function () {\n  return this.pos < this.length\n}\n\nlunr.QueryLexer.EOS = 'EOS'\nlunr.QueryLexer.FIELD = 'FIELD'\nlunr.QueryLexer.TERM = 'TERM'\nlunr.QueryLexer.EDIT_DISTANCE = 'EDIT_DISTANCE'\nlunr.QueryLexer.BOOST = 'BOOST'\nlunr.QueryLexer.PRESENCE = 'PRESENCE'\n\nlunr.QueryLexer.lexField = function (lexer) {\n  lexer.backup()\n  lexer.emit(lunr.QueryLexer.FIELD)\n  lexer.ignore()\n  return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexTerm = function (lexer) {\n  if (lexer.width() > 1) {\n    lexer.backup()\n    lexer.emit(lunr.QueryLexer.TERM)\n  }\n\n  lexer.ignore()\n\n  if (lexer.more()) {\n    return lunr.QueryLexer.lexText\n  }\n}\n\nlunr.QueryLexer.lexEditDistance = function (lexer) {\n  lexer.ignore()\n  lexer.acceptDigitRun()\n  lexer.emit(lunr.QueryLexer.EDIT_DISTANCE)\n  return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexBoost = function (lexer) {\n  lexer.ignore()\n  lexer.acceptDigitRun()\n  lexer.emit(lunr.QueryLexer.BOOST)\n  return lunr.QueryLexer.lexText\n}\n\nlunr.QueryLexer.lexEOS = function (lexer) {\n  if (lexer.width() > 0) {\n    lexer.emit(lunr.QueryLexer.TERM)\n  }\n}\n\n// This matches the separator used when tokenising fields\n// within a document. These should match otherwise it is\n// not possible to search for some tokens within a document.\n//\n// It is possible for the user to change the separator on the\n// tokenizer so it _might_ clash with any other of the special\n// characters already used within the search string, e.g. :.\n//\n// This means that it is possible to change the separator in\n// such a way that makes some words unsearchable using a search\n// string.\nlunr.QueryLexer.termSeparator = lunr.tokenizer.separator\n\nlunr.QueryLexer.lexText = function (lexer) {\n  while (true) {\n    var char = lexer.next()\n\n    if (char == lunr.QueryLexer.EOS) {\n      return lunr.QueryLexer.lexEOS\n    }\n\n    // Escape character is '\\'\n    if (char.charCodeAt(0) == 92) {\n      lexer.escapeCharacter()\n      continue\n    }\n\n    if (char == \":\") {\n      return lunr.QueryLexer.lexField\n    }\n\n    if (char == \"~\") {\n      lexer.backup()\n      if (lexer.width() > 0) {\n        lexer.emit(lunr.QueryLexer.TERM)\n      }\n      return lunr.QueryLexer.lexEditDistance\n    }\n\n    if (char == \"^\") {\n      lexer.backup()\n      if (lexer.width() > 0) {\n        lexer.emit(lunr.QueryLexer.TERM)\n      }\n      return lunr.QueryLexer.lexBoost\n    }\n\n    // \"+\" indicates term presence is required\n    // checking for length to ensure that only\n    // leading \"+\" are considered\n    if (char == \"+\" && lexer.width() === 1) {\n      lexer.emit(lunr.QueryLexer.PRESENCE)\n      return lunr.QueryLexer.lexText\n    }\n\n    // \"-\" indicates term presence is prohibited\n    // checking for length to ensure that only\n    // leading \"-\" are considered\n    if (char == \"-\" && lexer.width() === 1) {\n      lexer.emit(lunr.QueryLexer.PRESENCE)\n      return lunr.QueryLexer.lexText\n    }\n\n    if (char.match(lunr.QueryLexer.termSeparator)) {\n      return lunr.QueryLexer.lexTerm\n    }\n  }\n}\n\nlunr.QueryParser = function (str, query) {\n  this.lexer = new lunr.QueryLexer (str)\n  this.query = query\n  this.currentClause = {}\n  this.lexemeIdx = 0\n}\n\nlunr.QueryParser.prototype.parse = function () {\n  this.lexer.run()\n  this.lexemes = this.lexer.lexemes\n\n  var state = lunr.QueryParser.parseClause\n\n  while (state) {\n    state = state(this)\n  }\n\n  return this.query\n}\n\nlunr.QueryParser.prototype.peekLexeme = function () {\n  return this.lexemes[this.lexemeIdx]\n}\n\nlunr.QueryParser.prototype.consumeLexeme = function () {\n  var lexeme = this.peekLexeme()\n  this.lexemeIdx += 1\n  return lexeme\n}\n\nlunr.QueryParser.prototype.nextClause = function () {\n  var completedClause = this.currentClause\n  this.query.clause(completedClause)\n  this.currentClause = {}\n}\n\nlunr.QueryParser.parseClause = function (parser) {\n  var lexeme = parser.peekLexeme()\n\n  if (lexeme == undefined) {\n    return\n  }\n\n  switch (lexeme.type) {\n    case lunr.QueryLexer.PRESENCE:\n      return lunr.QueryParser.parsePresence\n    case lunr.QueryLexer.FIELD:\n      return lunr.QueryParser.parseField\n    case lunr.QueryLexer.TERM:\n      return lunr.QueryParser.parseTerm\n    default:\n      var errorMessage = \"expected either a field or a term, found \" + lexeme.type\n\n      if (lexeme.str.length >= 1) {\n        errorMessage += \" with value '\" + lexeme.str + \"'\"\n      }\n\n      throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n  }\n}\n\nlunr.QueryParser.parsePresence = function (parser) {\n  var lexeme = parser.consumeLexeme()\n\n  if (lexeme == undefined) {\n    return\n  }\n\n  switch (lexeme.str) {\n    case \"-\":\n      parser.currentClause.presence = lunr.Query.presence.PROHIBITED\n      break\n    case \"+\":\n      parser.currentClause.presence = lunr.Query.presence.REQUIRED\n      break\n    default:\n      var errorMessage = \"unrecognised presence operator'\" + lexeme.str + \"'\"\n      throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n  }\n\n  var nextLexeme = parser.peekLexeme()\n\n  if (nextLexeme == undefined) {\n    var errorMessage = \"expecting term or field, found nothing\"\n    throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n  }\n\n  switch (nextLexeme.type) {\n    case lunr.QueryLexer.FIELD:\n      return lunr.QueryParser.parseField\n    case lunr.QueryLexer.TERM:\n      return lunr.QueryParser.parseTerm\n    default:\n      var errorMessage = \"expecting term or field, found '\" + nextLexeme.type + \"'\"\n      throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n  }\n}\n\nlunr.QueryParser.parseField = function (parser) {\n  var lexeme = parser.consumeLexeme()\n\n  if (lexeme == undefined) {\n    return\n  }\n\n  if (parser.query.allFields.indexOf(lexeme.str) == -1) {\n    var possibleFields = parser.query.allFields.map(function (f) { return \"'\" + f + \"'\" }).join(', '),\n        errorMessage = \"unrecognised field '\" + lexeme.str + \"', possible fields: \" + possibleFields\n\n    throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n  }\n\n  parser.currentClause.fields = [lexeme.str]\n\n  var nextLexeme = parser.peekLexeme()\n\n  if (nextLexeme == undefined) {\n    var errorMessage = \"expecting term, found nothing\"\n    throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n  }\n\n  switch (nextLexeme.type) {\n    case lunr.QueryLexer.TERM:\n      return lunr.QueryParser.parseTerm\n    default:\n      var errorMessage = \"expecting term, found '\" + nextLexeme.type + \"'\"\n      throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n  }\n}\n\nlunr.QueryParser.parseTerm = function (parser) {\n  var lexeme = parser.consumeLexeme()\n\n  if (lexeme == undefined) {\n    return\n  }\n\n  parser.currentClause.term = lexeme.str.toLowerCase()\n\n  if (lexeme.str.indexOf(\"*\") != -1) {\n    parser.currentClause.usePipeline = false\n  }\n\n  var nextLexeme = parser.peekLexeme()\n\n  if (nextLexeme == undefined) {\n    parser.nextClause()\n    return\n  }\n\n  switch (nextLexeme.type) {\n    case lunr.QueryLexer.TERM:\n      parser.nextClause()\n      return lunr.QueryParser.parseTerm\n    case lunr.QueryLexer.FIELD:\n      parser.nextClause()\n      return lunr.QueryParser.parseField\n    case lunr.QueryLexer.EDIT_DISTANCE:\n      return lunr.QueryParser.parseEditDistance\n    case lunr.QueryLexer.BOOST:\n      return lunr.QueryParser.parseBoost\n    case lunr.QueryLexer.PRESENCE:\n      parser.nextClause()\n      return lunr.QueryParser.parsePresence\n    default:\n      var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n      throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n  }\n}\n\nlunr.QueryParser.parseEditDistance = function (parser) {\n  var lexeme = parser.consumeLexeme()\n\n  if (lexeme == undefined) {\n    return\n  }\n\n  var editDistance = parseInt(lexeme.str, 10)\n\n  if (isNaN(editDistance)) {\n    var errorMessage = \"edit distance must be numeric\"\n    throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n  }\n\n  parser.currentClause.editDistance = editDistance\n\n  var nextLexeme = parser.peekLexeme()\n\n  if (nextLexeme == undefined) {\n    parser.nextClause()\n    return\n  }\n\n  switch (nextLexeme.type) {\n    case lunr.QueryLexer.TERM:\n      parser.nextClause()\n      return lunr.QueryParser.parseTerm\n    case lunr.QueryLexer.FIELD:\n      parser.nextClause()\n      return lunr.QueryParser.parseField\n    case lunr.QueryLexer.EDIT_DISTANCE:\n      return lunr.QueryParser.parseEditDistance\n    case lunr.QueryLexer.BOOST:\n      return lunr.QueryParser.parseBoost\n    case lunr.QueryLexer.PRESENCE:\n      parser.nextClause()\n      return lunr.QueryParser.parsePresence\n    default:\n      var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n      throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n  }\n}\n\nlunr.QueryParser.parseBoost = function (parser) {\n  var lexeme = parser.consumeLexeme()\n\n  if (lexeme == undefined) {\n    return\n  }\n\n  var boost = parseInt(lexeme.str, 10)\n\n  if (isNaN(boost)) {\n    var errorMessage = \"boost must be numeric\"\n    throw new lunr.QueryParseError (errorMessage, lexeme.start, lexeme.end)\n  }\n\n  parser.currentClause.boost = boost\n\n  var nextLexeme = parser.peekLexeme()\n\n  if (nextLexeme == undefined) {\n    parser.nextClause()\n    return\n  }\n\n  switch (nextLexeme.type) {\n    case lunr.QueryLexer.TERM:\n      parser.nextClause()\n      return lunr.QueryParser.parseTerm\n    case lunr.QueryLexer.FIELD:\n      parser.nextClause()\n      return lunr.QueryParser.parseField\n    case lunr.QueryLexer.EDIT_DISTANCE:\n      return lunr.QueryParser.parseEditDistance\n    case lunr.QueryLexer.BOOST:\n      return lunr.QueryParser.parseBoost\n    case lunr.QueryLexer.PRESENCE:\n      parser.nextClause()\n      return lunr.QueryParser.parsePresence\n    default:\n      var errorMessage = \"Unexpected lexeme type '\" + nextLexeme.type + \"'\"\n      throw new lunr.QueryParseError (errorMessage, nextLexeme.start, nextLexeme.end)\n  }\n}\n\n  /**\n   * export the module via AMD, CommonJS or as a browser global\n   * Export code from https://github.com/umdjs/umd/blob/master/returnExports.js\n   */\n  ;(function (root, factory) {\n    if (typeof define === 'function' && define.amd) {\n      // AMD. Register as an anonymous module.\n      define(factory)\n    } else if (typeof exports === 'object') {\n      /**\n       * Node. Does not work with strict CommonJS, but\n       * only CommonJS-like enviroments that support module.exports,\n       * like Node.\n       */\n      module.exports = factory()\n    } else {\n      // Browser globals (root is window)\n      root.lunr = factory()\n    }\n  }(this, function () {\n    /**\n     * Just return a value to define the module export.\n     * This example returns an object, but the module\n     * can return a function as the exported value.\n     */\n    return lunr\n  }))\n})();\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A RTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport lunr from \"lunr\"\n\nimport { getElement } from \"~/browser/element/_\"\nimport \"~/polyfills\"\n\nimport { Search } from \"../../_\"\nimport { SearchConfig } from \"../../config\"\nimport {\n  SearchMessage,\n  SearchMessageType\n} from \"../message\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Add support for `iframe-worker` shim\n *\n * While `importScripts` is synchronous when executed inside of a web worker,\n * it's not possible to provide a synchronous shim implementation. The cool\n * thing is that awaiting a non-Promise will convert it into a Promise, so\n * extending the type definition to return a `Promise` shouldn't break anything.\n *\n * @see https://bit.ly/2PjDnXi - GitHub comment\n *\n * @param urls - Scripts to load\n *\n * @returns Promise resolving with no result\n */\ndeclare global {\n  function importScripts(...urls: string[]): Promise<void> | void\n}\n\n/* ----------------------------------------------------------------------------\n * Data\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index\n */\nlet index: Search\n\n/* ----------------------------------------------------------------------------\n * Helper functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Fetch (= import) multi-language support through `lunr-languages`\n *\n * This function automatically imports the stemmers necessary to process the\n * languages which are defined as part of the search configuration.\n *\n * If the worker runs inside of an `iframe` (when using `iframe-worker` as\n * a shim), the base URL for the stemmers to be loaded must be determined by\n * searching for the first `script` element with a `src` attribute, which will\n * contain the contents of this script.\n *\n * @param config - Search configuration\n *\n * @returns Promise resolving with no result\n */\nasync function setupSearchLanguages(\n  config: SearchConfig\n): Promise<void> {\n  let base = \"../lunr\"\n\n  /* Detect `iframe-worker` and fix base URL */\n  if (typeof parent !== \"undefined\" && \"IFrameWorker\" in parent) {\n    const worker = getElement<HTMLScriptElement>(\"script[src]\")!\n    const [path] = worker.src.split(\"/worker\")\n\n    /* Prefix base with path */\n    base = base.replace(\"..\", path)\n  }\n\n  /* Add scripts for languages */\n  const scripts = []\n  for (const lang of config.lang) {\n    switch (lang) {\n\n      /* Add segmenter for Japanese */\n      case \"ja\":\n        scripts.push(`${base}/tinyseg.js`)\n        break\n\n      /* Add segmenter for Hindi and Thai */\n      case \"hi\":\n      case \"th\":\n        scripts.push(`${base}/wordcut.js`)\n        break\n    }\n\n    /* Add language support */\n    if (lang !== \"en\")\n      scripts.push(`${base}/min/lunr.${lang}.min.js`)\n  }\n\n  /* Add multi-language support */\n  if (config.lang.length > 1)\n    scripts.push(`${base}/min/lunr.multi.min.js`)\n\n  /* Load scripts synchronously */\n  if (scripts.length)\n    await importScripts(\n      `${base}/min/lunr.stemmer.support.min.js`,\n      ...scripts\n    )\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Message handler\n *\n * @param message - Source message\n *\n * @returns Target message\n */\nexport async function handler(\n  message: SearchMessage\n): Promise<SearchMessage> {\n  switch (message.type) {\n\n    /* Search setup message */\n    case SearchMessageType.SETUP:\n      await setupSearchLanguages(message.data.config)\n      index = new Search(message.data)\n      return {\n        type: SearchMessageType.READY\n      }\n\n    /* Search query message */\n    case SearchMessageType.QUERY:\n      const query = message.data\n      try {\n        return {\n          type: SearchMessageType.RESULT,\n          data: index.search(query)\n        }\n\n      /* Return empty result in case of error */\n      } catch (err) {\n        console.warn(`Invalid query: ${query} \u2013 see https://bit.ly/2s3ChXG`)\n        console.warn(err)\n        return {\n          type: SearchMessageType.RESULT,\n          data: { items: [] }\n        }\n      }\n\n    /* All other messages */\n    default:\n      throw new TypeError(\"Invalid message type\")\n  }\n}\n\n/* ----------------------------------------------------------------------------\n * Worker\n * ------------------------------------------------------------------------- */\n\n/* Expose Lunr.js in global scope, or stemmers won't work */\nself.lunr = lunr\n\n/* Handle messages */\naddEventListener(\"message\", async ev => {\n  postMessage(await handler(ev.data))\n})\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Retrieve all elements matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Elements\n */\nexport function getElements<T extends keyof HTMLElementTagNameMap>(\n  selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T][]\n\nexport function getElements<T extends HTMLElement>(\n  selector: string, node?: ParentNode\n): T[]\n\nexport function getElements<T extends HTMLElement>(\n  selector: string, node: ParentNode = document\n): T[] {\n  return Array.from(node.querySelectorAll<T>(selector))\n}\n\n/**\n * Retrieve an element matching a query selector or throw a reference error\n *\n * Note that this function assumes that the element is present. If unsure if an\n * element is existent, use the `getOptionalElement` function instead.\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element\n */\nexport function getElement<T extends keyof HTMLElementTagNameMap>(\n  selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T]\n\nexport function getElement<T extends HTMLElement>(\n  selector: string, node?: ParentNode\n): T\n\nexport function getElement<T extends HTMLElement>(\n  selector: string, node: ParentNode = document\n): T {\n  const el = getOptionalElement<T>(selector, node)\n  if (typeof el === \"undefined\")\n    throw new ReferenceError(\n      `Missing element: expected \"${selector}\" to be present`\n    )\n\n  /* Return element */\n  return el\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Retrieve an optional element matching the query selector\n *\n * @template T - Element type\n *\n * @param selector - Query selector\n * @param node - Node of reference\n *\n * @returns Element or nothing\n */\nexport function getOptionalElement<T extends keyof HTMLElementTagNameMap>(\n  selector: T, node?: ParentNode\n): HTMLElementTagNameMap[T] | undefined\n\nexport function getOptionalElement<T extends HTMLElement>(\n  selector: string, node?: ParentNode\n): T | undefined\n\nexport function getOptionalElement<T extends HTMLElement>(\n  selector: string, node: ParentNode = document\n): T | undefined {\n  return node.querySelector<T>(selector) || undefined\n}\n\n/**\n * Retrieve the currently active element\n *\n * @returns Element or nothing\n */\nexport function getActiveElement(): HTMLElement | undefined {\n  return document.activeElement instanceof HTMLElement\n    ? document.activeElement || undefined\n    : undefined\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Polyfills\n * ------------------------------------------------------------------------- */\n\n/* Polyfill `Object.entries` */\nif (!Object.entries)\n  Object.entries = function (obj: object) {\n    const data: [string, string][] = []\n    for (const key of Object.keys(obj))\n      // @ts-expect-error - ignore property access warning\n      data.push([key, obj[key]])\n\n    /* Return entries */\n    return data\n  }\n\n/* Polyfill `Object.values` */\nif (!Object.values)\n  Object.values = function (obj: object) {\n    const data: string[] = []\n    for (const key of Object.keys(obj))\n      // @ts-expect-error - ignore property access warning\n      data.push(obj[key])\n\n    /* Return values */\n    return data\n  }\n\n/* ------------------------------------------------------------------------- */\n\n/* Polyfills for `Element` */\nif (typeof Element !== \"undefined\") {\n\n  /* Polyfill `Element.scrollTo` */\n  if (!Element.prototype.scrollTo)\n    Element.prototype.scrollTo = function (\n      x?: ScrollToOptions | number, y?: number\n    ): void {\n      if (typeof x === \"object\") {\n        this.scrollLeft = x.left!\n        this.scrollTop = x.top!\n      } else {\n        this.scrollLeft = x!\n        this.scrollTop = y!\n      }\n    }\n\n  /* Polyfill `Element.replaceWith` */\n  if (!Element.prototype.replaceWith)\n    Element.prototype.replaceWith = function (\n      ...nodes: Array<string | Node>\n    ): void {\n      const parent = this.parentNode\n      if (parent) {\n        if (nodes.length === 0)\n          parent.removeChild(this)\n\n        /* Replace children and create text nodes */\n        for (let i = nodes.length - 1; i >= 0; i--) {\n          let node = nodes[i]\n          if (typeof node === \"string\")\n            node = document.createTextNode(node)\n          else if (node.parentNode)\n            node.parentNode.removeChild(node)\n\n          /* Replace child or insert before previous sibling */\n          if (!i)\n            parent.replaceChild(node, this)\n          else\n            parent.insertBefore(this.previousSibling!, node)\n        }\n      }\n    }\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search configuration\n */\nexport interface SearchConfig {\n  lang: string[]                       /* Search languages */\n  separator: string                    /* Search separator */\n  pipeline: SearchPipelineFn[]         /* Search pipeline */\n}\n\n/**\n * Search document\n */\nexport interface SearchDocument {\n  location: string                     /* Document location */\n  title: string                        /* Document title */\n  text: string                         /* Document text */\n  tags?: string[]                      /* Document tags */\n  boost?: number                       /* Document boost */\n  parent?: SearchDocument              /* Document parent */\n}\n\n/**\n * Search options\n */\nexport interface SearchOptions {\n  suggest: boolean                     /* Search suggestions */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search index\n */\nexport interface SearchIndex {\n  config: SearchConfig                 /* Search configuration */\n  docs: SearchDocument[]               /* Search documents */\n  options: SearchOptions               /* Search options */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search pipeline function\n */\ntype SearchPipelineFn =\n  | \"trimmer\"                          /* Trimmer */\n  | \"stopWordFilter\"                   /* Stop word filter */\n  | \"stemmer\"                          /* Stemmer */\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create a search document map\n *\n * This function creates a mapping of URLs (including anchors) to the actual\n * articles and sections. It relies on the invariant that the search index is\n * ordered with the main article appearing before all sections with anchors.\n * If this is not the case, the logic music be changed.\n *\n * @param docs - Search documents\n *\n * @returns Search document map\n */\nexport function setupSearchDocumentMap(\n  docs: SearchDocument[]\n): Map<string, SearchDocument> {\n  const map = new Map<string, SearchDocument>()\n  for (const doc of docs) {\n    const [path] = doc.location.split(\"#\")\n\n    /* Add document article */\n    const article = map.get(path)\n    if (typeof article === \"undefined\") {\n      map.set(path, doc)\n\n      /* Add document section */\n    } else {\n      map.set(doc.location, doc)\n      doc.parent = article\n    }\n  }\n\n  /* Return search document map */\n  return map\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Visitor function\n *\n * @param start - Start offset\n * @param end - End offset\n */\ntype VisitorFn = (\n  start: number, end: number\n) => void\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Split a string using the given separator\n *\n * @param input - Input value\n * @param separator - Separator\n * @param fn - Visitor function\n */\nexport function split(\n  input: string, separator: RegExp, fn: VisitorFn\n): void {\n  separator = new RegExp(separator, \"g\")\n\n  /* Split string using separator */\n  let match: RegExpExecArray | null\n  let index = 0\n  do {\n    match = separator.exec(input)\n\n    /* Emit non-empty range */\n    const until = match?.index ?? input.length\n    if (index < until)\n      fn(index, until)\n\n    /* Update last index */\n    if (match) {\n      const [term] = match\n      index = match.index + term.length\n\n      /* Support zero-length lookaheads */\n      if (term.length === 0)\n        separator.lastIndex = match.index + 1\n    }\n  } while (match)\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Extraction type\n *\n * This type defines the possible values that are encoded into the first two\n * bits of a section that is part of the blocks of a tokenization table. There\n * are three types of interest: HTML opening and closing tags, as well as the\n * actual text content we need to extract for indexing.\n */\nexport const enum Extract {\n  TAG_OPEN  = 0,                       /* HTML opening tag */\n  TEXT      = 1,                       /* Text content */\n  TAG_CLOSE = 2                        /* HTML closing tag */\n}\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Visitor function\n *\n * @param block - Block index\n * @param type - Extraction type\n * @param start - Start offset\n * @param end - End offset\n */\ntype VisitorFn = (\n  block: number, type: Extract, start: number, end: number\n) => void\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Split a string into markup and text sections\n *\n * This function scans a string and divides it up into sections of markup and\n * text. For each section, it invokes the given visitor function with the block\n * index, extraction type, as well as start and end offsets. Using a visitor\n * function (= streaming data) is ideal for minimizing pressure on the GC.\n *\n * @param input - Input value\n * @param fn - Visitor function\n */\nexport function extract(\n  input: string, fn: VisitorFn\n): void {\n\n  let block = 0                        /* Current block */\n  let start = 0                        /* Current start offset */\n  let end = 0                          /* Current end offset */\n\n  /* Split string into sections */\n  for (let stack = 0; end < input.length; end++) {\n\n    /* Opening tag after non-empty section */\n    if (input.charAt(end) === \"<\" && end > start) {\n      fn(block, Extract.TEXT, start, start = end)\n\n    /* Closing tag */\n    } else if (input.charAt(end) === \">\") {\n      if (input.charAt(start + 1) === \"/\") {\n        if (--stack === 0)\n          fn(block++, Extract.TAG_CLOSE, start, end + 1)\n\n      /* Tag is not self-closing */\n      } else if (input.charAt(end - 1) !== \"/\") {\n        if (stack++ === 0)\n          fn(block, Extract.TAG_OPEN, start, end + 1)\n      }\n\n      /* New section */\n      start = end + 1\n    }\n  }\n\n  /* Add trailing section */\n  if (end > start)\n    fn(block, Extract.TEXT, start, end)\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Position table\n */\nexport type PositionTable = number[][]\n\n/**\n * Position\n */\nexport type Position = number\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Highlight all occurrences in a string\n *\n * This function receives a field's value (e.g. like `title` or `text`), it's\n * position table that was generated during indexing, and the positions found\n * when executing the query. It then highlights all occurrences, and returns\n * their concatenation. In case of multiple blocks, two are returned.\n *\n * @param input - Input value\n * @param table - Table for indexing\n * @param positions - Occurrences\n *\n * @returns Highlighted string value\n */\nexport function highlight(\n  input: string, table: PositionTable, positions: Position[]\n): string {\n  return highlightAll([input], table, positions).pop()!\n}\n\n/**\n * Highlight all occurrences in a set of strings\n *\n * @param inputs - Input values\n * @param table - Table for indexing\n * @param positions - Occurrences\n *\n * @returns Highlighted string values\n */\nexport function highlightAll(\n  inputs: string[], table: PositionTable, positions: Position[]\n): string[] {\n\n  /* Map blocks to input values */\n  const mapping = [0]\n  for (let t = 1; t < table.length; t++) {\n    const prev = table[t - 1]\n    const next = table[t]\n\n    /* Check if table points to new block */\n    const p = prev[prev.length - 1] >>> 2 & 0x3FF\n    const q = next[0]               >>> 12\n\n    /* Add block to mapping */\n    mapping.push(+(p > q) + mapping[mapping.length - 1])\n  }\n\n  /* Highlight strings one after another */\n  return inputs.map((input, i) => {\n\n    /* Map occurrences to blocks */\n    const blocks = new Map<number, number[]>()\n    for (const p of positions.sort((a, b) => a - b)) {\n      const index = p & 0xFFFFF\n      const block = p >>> 20\n      if (mapping[block] !== i)\n        continue\n\n      /* Ensure presence of block group */\n      let group = blocks.get(block)\n      if (typeof group === \"undefined\")\n        blocks.set(block, group = [])\n\n      /* Add index to group */\n      group.push(index)\n    }\n\n    /* Just return string, if no occurrences */\n    if (blocks.size === 0)\n      return input\n\n    /* Compute slices */\n    const slices: string[] = []\n    for (const [block, indexes] of blocks) {\n      const t = table[block]\n\n      /* Extract positions and length */\n      const start  = t[0]            >>> 12\n      const end    = t[t.length - 1] >>> 12\n      const length = t[t.length - 1] >>> 2 & 0x3FF\n\n      /* Extract and highlight slice */\n      let slice = input.slice(start, end + length)\n      for (const j of indexes.sort((a, b) => b - a)) {\n\n        /* Retrieve offset and length of match */\n        const p = (t[j] >>> 12) - start\n        const q = (t[j] >>> 2 & 0x3FF) + p\n\n        /* Wrap occurrence */\n        slice = [\n          slice.slice(0, p),\n          \"<mark>\",\n          slice.slice(p, q),\n          \"</mark>\",\n          slice.slice(q)\n        ].join(\"\")\n      }\n\n      /* Append slice and abort if we have two */\n      if (slices.push(slice) === 2)\n        break\n    }\n\n    /* Return highlighted slices */\n    return slices.join(\"\")\n  })\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { split } from \"../_\"\nimport {\n  Extract,\n  extract\n} from \"../extract\"\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Split a string or set of strings into tokens\n *\n * This tokenizer supersedes the default tokenizer that is provided by Lunr.js,\n * as it is aware of HTML tags and allows for multi-character splitting.\n *\n * It takes the given inputs, splits each of them into markup and text sections,\n * tokenizes and segments (if necessary) each of them, and then indexes them in\n * a table by using a compact bit representation. Bitwise techniques are used\n * to write and read from the table during indexing and querying.\n *\n * @see https://bit.ly/3W3Xw4J - Search: better, faster, smaller\n *\n * @param input - Input value(s)\n *\n * @returns Tokens\n */\nexport function tokenize(\n  input?: string | string[]\n): lunr.Token[] {\n  const tokens: lunr.Token[] = []\n  if (typeof input === \"undefined\")\n    return tokens\n\n  /* Tokenize strings one after another */\n  const inputs = Array.isArray(input) ? input : [input]\n  for (let i = 0; i < inputs.length; i++) {\n    const table = lunr.tokenizer.table\n    const total = table.length\n\n    /* Split string into sections and tokenize content blocks */\n    extract(inputs[i], (block, type, start, end) => {\n      table[block += total] ||= []\n      switch (type) {\n\n        /* Handle markup */\n        case Extract.TAG_OPEN:\n        case Extract.TAG_CLOSE:\n          table[block].push(\n            start       << 12 |\n            end - start <<  2 |\n            type\n          )\n          break\n\n        /* Handle text content */\n        case Extract.TEXT:\n          const section = inputs[i].slice(start, end)\n          split(section, lunr.tokenizer.separator, (index, until) => {\n\n            /**\n             * Apply segmenter after tokenization. Note that the segmenter will\n             * also split words at word boundaries, which is not what we want,\n             * so we need to check if we can somehow mitigate this behavior.\n             */\n            if (typeof lunr.segmenter !== \"undefined\") {\n              const subsection = section.slice(index, until)\n              if (/^[MHIK]$/.test(lunr.segmenter.ctype_(subsection))) {\n                const segments = lunr.segmenter.segment(subsection)\n                for (let s = 0, l = 0; s < segments.length; s++) {\n\n                  /* Add block to section */\n                  table[block] ||= []\n                  table[block].push(\n                    start + index + l  << 12 |\n                    segments[s].length <<  2 |\n                    type\n                  )\n\n                  /* Add token with position */\n                  tokens.push(new lunr.Token(\n                    segments[s].toLowerCase(), {\n                      position: block << 20 | table[block].length - 1\n                    }\n                  ))\n\n                  /* Keep track of length */\n                  l += segments[s].length\n                }\n                return\n              }\n            }\n\n            /* Add block to section */\n            table[block].push(\n              start + index << 12 |\n              until - index <<  2 |\n              type\n            )\n\n            /* Add token with position */\n            tokens.push(new lunr.Token(\n              section.slice(index, until).toLowerCase(), {\n                position: block << 20 | table[block].length - 1\n              }\n            ))\n          })\n      }\n    })\n  }\n\n  /* Return tokens */\n  return tokens\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\n/* ----------------------------------------------------------------------------\n * Helper types\n * ------------------------------------------------------------------------- */\n\n/**\n * Visitor function\n *\n * @param value - String value\n *\n * @returns String term(s)\n */\ntype VisitorFn = (\n  value: string\n) => string | string[]\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Default transformation function\n *\n * 1. Trim excess whitespace from left and right.\n *\n * 2. Search for parts in quotation marks and prepend a `+` modifier to denote\n *    that the resulting document must contain all parts, converting the query\n *    to an `AND` query (as opposed to the default `OR` behavior). While users\n *    may expect parts enclosed in quotation marks to map to span queries, i.e.\n *    for which order is important, Lunr.js doesn't support them, so the best\n *    we can do is to convert the parts to an `AND` query.\n *\n * 3. Replace control characters which are not located at the beginning of the\n *    query or preceded by white space, or are not followed by a non-whitespace\n *    character or are at the end of the query string. Furthermore, filter\n *    unmatched quotation marks.\n *\n * 4. Split the query string at whitespace, then pass each part to the visitor\n *    function for tokenization, and append a wildcard to every resulting term\n *    that is not explicitly marked with a `+`, `-`, `~` or `^` modifier, since\n *    it ensures consistent and stable ranking when multiple terms are entered.\n *    Also, if a fuzzy or boost modifier are given, but no numeric value has\n *    been entered, default to 1 to not induce a query error.\n *\n * @param query - Query value\n * @param fn - Visitor function\n *\n * @returns Transformed query value\n */\nexport function transform(\n  query: string, fn: VisitorFn = term => term\n): string {\n  return query\n\n    /* => 1 */\n    .trim()\n\n    /* => 2 */\n    .split(/\"([^\"]+)\"/g)\n      .map((parts, index) => index & 1\n        ? parts.replace(/^\\b|^(?![^\\x00-\\x7F]|$)|\\s+/g, \" +\")\n        : parts\n      )\n      .join(\"\")\n\n    /* => 3 */\n    .replace(/\"|(?:^|\\s+)[*+\\-:^~]+(?=\\s+|$)/g, \"\")\n\n    /* => 4 */\n    .split(/\\s+/g)\n      .flatMap(fn)\n      .map(term => /([~^]$)/.test(term) ? `${term}1` : term)\n      .map(term => /(^[+-]|[~^]\\d+$)/.test(term) ? term : `${term}*`)\n      .join(\" \")\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport { split } from \"../../internal\"\nimport { transform } from \"../transform\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search query clause\n */\nexport interface SearchQueryClause {\n  presence: lunr.Query.presence        /* Clause presence */\n  term: string                         /* Clause term */\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Search query terms\n */\nexport type SearchQueryTerms = Record<string, boolean>\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Transform search query\n *\n * This function lexes the given search query and applies the transformation\n * function to each term, preserving markup like `+` and `-` modifiers.\n *\n * @param query - Search query\n *\n * @returns Search query\n */\nexport function transformSearchQuery(\n  query: string\n): string {\n\n  /* Split query terms with tokenizer */\n  return transform(query, part => {\n    const terms: string[] = []\n\n    /* Initialize lexer and analyze part */\n    const lexer = new lunr.QueryLexer(part)\n    lexer.run()\n\n    /* Extract and tokenize term from lexeme */\n    for (const { type, str: term, start, end } of lexer.lexemes)\n      switch (type) {\n\n        /* Hack: remove colon - see https://bit.ly/3wD3T3I */\n        case \"FIELD\":\n          if (![\"title\", \"text\", \"tags\"].includes(term))\n            part = [\n              part.slice(0, end),\n              \" \",\n              part.slice(end + 1)\n            ].join(\"\")\n          break\n\n        /* Tokenize term */\n        case \"TERM\":\n          split(term, lunr.tokenizer.separator, (...range) => {\n            terms.push([\n              part.slice(0, start),\n              term.slice(...range),\n              part.slice(end)\n            ].join(\"\"))\n          })\n      }\n\n    /* Return terms */\n    return terms\n  })\n}\n\n/* ------------------------------------------------------------------------- */\n\n/**\n * Parse a search query for analysis\n *\n * Lunr.js itself has a bug where it doesn't detect or remove wildcards for\n * query clauses, so we must do this here.\n *\n * @see https://bit.ly/3DpTGtz - GitHub issue\n *\n * @param value - Query value\n *\n * @returns Search query clauses\n */\nexport function parseSearchQuery(\n  value: string\n): SearchQueryClause[] {\n  const query  = new lunr.Query([\"title\", \"text\", \"tags\"])\n  const parser = new lunr.QueryParser(value, query)\n\n  /* Parse Search query */\n  parser.parse()\n  for (const clause of query.clauses) {\n    clause.usePipeline = true\n\n    /* Handle leading wildcard */\n    if (clause.term.startsWith(\"*\")) {\n      clause.wildcard = lunr.Query.wildcard.LEADING\n      clause.term = clause.term.slice(1)\n    }\n\n    /* Handle trailing wildcard */\n    if (clause.term.endsWith(\"*\")) {\n      clause.wildcard = lunr.Query.wildcard.TRAILING\n      clause.term = clause.term.slice(0, -1)\n    }\n  }\n\n  /* Return query clauses */\n  return query.clauses\n}\n\n/**\n * Analyze the search query clauses in regard to the search terms found\n *\n * @param query - Search query clauses\n * @param terms - Search terms\n *\n * @returns Search query terms\n */\nexport function getSearchQueryTerms(\n  query: SearchQueryClause[], terms: string[]\n): SearchQueryTerms {\n  const clauses = new Set<SearchQueryClause>(query)\n\n  /* Match query clauses against terms */\n  const result: SearchQueryTerms = {}\n  for (let t = 0; t < terms.length; t++)\n    for (const clause of clauses)\n      if (terms[t].startsWith(clause.term)) {\n        result[clause.term] = true\n        clauses.delete(clause)\n      }\n\n  /* Annotate unmatched non-stopword query clauses */\n  for (const clause of clauses)\n    if (lunr.stopWordFilter?.(clause.term))\n      result[clause.term] = false\n\n  /* Return query terms */\n  return result\n}\n", "/*\n * Copyright (c) 2016-2023 Martin Donath <martin.donath@squidfunk.com>\n *\n * Permission is hereby granted, free of charge, to any person obtaining a copy\n * of this software and associated documentation files (the \"Software\"), to\n * deal in the Software without restriction, including without limitation the\n * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or\n * sell copies of the Software, and to permit persons to whom the Software is\n * furnished to do so, subject to the following conditions:\n *\n * The above copyright notice and this permission notice shall be included in\n * all copies or substantial portions of the Software.\n *\n * THE SOFTWARE IS PROVIDED \"AS IS\", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR\n * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,\n * FITNESS FOR A PARTICULAR PURPOSE AND NON-INFRINGEMENT. IN NO EVENT SHALL THE\n * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER\n * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING\n * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS\n * IN THE SOFTWARE.\n */\n\nimport {\n  SearchDocument,\n  SearchIndex,\n  SearchOptions,\n  setupSearchDocumentMap\n} from \"../config\"\nimport {\n  Position,\n  PositionTable,\n  highlight,\n  highlightAll,\n  tokenize\n} from \"../internal\"\nimport {\n  SearchQueryTerms,\n  getSearchQueryTerms,\n  parseSearchQuery,\n  transformSearchQuery\n} from \"../query\"\n\n/* ----------------------------------------------------------------------------\n * Types\n * ------------------------------------------------------------------------- */\n\n/**\n * Search item\n */\nexport interface SearchItem\n  extends SearchDocument\n{\n  score: number                        /* Score (relevance) */\n  terms: SearchQueryTerms              /* Search query terms */\n}\n\n/**\n * Search result\n */\nexport interface SearchResult {\n  items: SearchItem[][]                /* Search items */\n  suggest?: string[]                   /* Search suggestions */\n}\n\n/* ----------------------------------------------------------------------------\n * Functions\n * ------------------------------------------------------------------------- */\n\n/**\n * Create field extractor factory\n *\n * @param table - Position table map\n *\n * @returns Extractor factory\n */\nfunction extractor(table: Map<string, PositionTable>) {\n  return (name: keyof SearchDocument) => {\n    return (doc: SearchDocument) => {\n      if (typeof doc[name] === \"undefined\")\n        return undefined\n\n      /* Compute identifier and initialize table */\n      const id = [doc.location, name].join(\":\")\n      table.set(id, lunr.tokenizer.table = [])\n\n      /* Return field value */\n      return doc[name]\n    }\n  }\n}\n\n/**\n * Compute the difference of two lists of strings\n *\n * @param a - 1st list of strings\n * @param b - 2nd list of strings\n *\n * @returns Difference\n */\nfunction difference(a: string[], b: string[]): string[] {\n  const [x, y] = [new Set(a), new Set(b)]\n  return [\n    ...new Set([...x].filter(value => !y.has(value)))\n  ]\n}\n\n/* ----------------------------------------------------------------------------\n * Class\n * ------------------------------------------------------------------------- */\n\n/**\n * Search index\n */\nexport class Search {\n\n  /**\n   * Search document map\n   */\n  protected map: Map<string, SearchDocument>\n\n  /**\n   * Search options\n   */\n  protected options: SearchOptions\n\n  /**\n   * The underlying Lunr.js search index\n   */\n  protected index: lunr.Index\n\n  /**\n   * Internal position table map\n   */\n  protected table: Map<string, PositionTable>\n\n  /**\n   * Create the search integration\n   *\n   * @param data - Search index\n   */\n  public constructor({ config, docs, options }: SearchIndex) {\n    const field = extractor(this.table = new Map())\n\n    /* Set up document map and options */\n    this.map = setupSearchDocumentMap(docs)\n    this.options = options\n\n    /* Set up document index */\n    this.index = lunr(function () {\n      this.metadataWhitelist = [\"position\"]\n      this.b(0)\n\n      /* Set up (multi-)language support */\n      if (config.lang.length === 1 && config.lang[0] !== \"en\") {\n        // @ts-expect-error - namespace indexing not supported\n        this.use(lunr[config.lang[0]])\n      } else if (config.lang.length > 1) {\n        this.use(lunr.multiLanguage(...config.lang))\n      }\n\n      /* Set up custom tokenizer (must be after language setup) */\n      this.tokenizer = tokenize as typeof lunr.tokenizer\n      lunr.tokenizer.separator = new RegExp(config.separator)\n\n      /* Set up custom segmenter, if loaded */\n      lunr.segmenter = \"TinySegmenter\" in lunr\n        ? new lunr.TinySegmenter()\n        : undefined\n\n      /* Compute functions to be removed from the pipeline */\n      const fns = difference([\n        \"trimmer\", \"stopWordFilter\", \"stemmer\"\n      ], config.pipeline)\n\n      /* Remove functions from the pipeline for registered languages */\n      for (const lang of config.lang.map(language => (\n        // @ts-expect-error - namespace indexing not supported\n        language === \"en\" ? lunr : lunr[language]\n      )))\n        for (const fn of fns) {\n          this.pipeline.remove(lang[fn])\n          this.searchPipeline.remove(lang[fn])\n        }\n\n      /* Set up index reference */\n      this.ref(\"location\")\n\n      /* Set up index fields */\n      this.field(\"title\", { boost: 1e3, extractor: field(\"title\") })\n      this.field(\"text\",  { boost: 1e0, extractor: field(\"text\") })\n      this.field(\"tags\",  { boost: 1e6, extractor: field(\"tags\") })\n\n      /* Add documents to index */\n      for (const doc of docs)\n        this.add(doc, { boost: doc.boost })\n    })\n  }\n\n  /**\n   * Search for matching documents\n   *\n   * @param query - Search query\n   *\n   * @returns Search result\n   */\n  public search(query: string): SearchResult {\n    query = transformSearchQuery(query)\n    if (!query)\n      return { items: [] }\n\n    /* Parse query to extract clauses for analysis */\n    const clauses = parseSearchQuery(query)\n      .filter(clause => (\n        clause.presence !== lunr.Query.presence.PROHIBITED\n      ))\n\n    /* Perform search and post-process results */\n    const groups = this.index.search(query)\n\n      /* Apply post-query boosts based on title and search query terms */\n      .reduce<SearchItem[]>((item, { ref, score, matchData }) => {\n        let doc = this.map.get(ref)\n        if (typeof doc !== \"undefined\") {\n\n          /* Shallow copy document */\n          doc = { ...doc }\n          if (doc.tags)\n            doc.tags = [...doc.tags]\n\n          /* Compute and analyze search query terms */\n          const terms = getSearchQueryTerms(\n            clauses,\n            Object.keys(matchData.metadata)\n          )\n\n          /* Highlight matches in fields */\n          for (const field of this.index.fields) {\n            if (typeof doc[field] === \"undefined\")\n              continue\n\n            /* Collect positions from matches */\n            const positions: Position[] = []\n            for (const match of Object.values(matchData.metadata))\n              if (typeof match[field] !== \"undefined\")\n                positions.push(...match[field].position)\n\n            /* Skip highlighting, if no positions were collected */\n            if (!positions.length)\n              continue\n\n            /* Load table and determine highlighting method */\n            const table = this.table.get([doc.location, field].join(\":\"))!\n            const fn = Array.isArray(doc[field])\n              ? highlightAll\n              : highlight\n\n            // @ts-expect-error - stop moaning, TypeScript!\n            doc[field] = fn(doc[field], table, positions)\n          }\n\n          /* Highlight title and text and apply post-query boosts */\n          const boost = +!doc.parent +\n            Object.values(terms)\n              .filter(t => t).length /\n            Object.keys(terms).length\n\n          /* Append item */\n          item.push({\n            ...doc,\n            score: score * (1 + boost ** 2),\n            terms\n          })\n        }\n        return item\n      }, [])\n\n      /* Sort search results again after applying boosts */\n      .sort((a, b) => b.score - a.score)\n\n      /* Group search results by article */\n      .reduce((items, result) => {\n        const doc = this.map.get(result.location)\n        if (typeof doc !== \"undefined\") {\n          const ref = doc.parent\n            ? doc.parent.location\n            : doc.location\n          items.set(ref, [...items.get(ref) || [], result])\n        }\n        return items\n      }, new Map<string, SearchItem[]>())\n\n    /* Ensure that every item set has an article */\n    for (const [ref, items] of groups)\n      if (!items.find(item => item.location === ref)) {\n        const doc = this.map.get(ref)!\n        items.push({ ...doc, score: 0, terms: {} })\n      }\n\n    /* Generate search suggestions, if desired */\n    let suggest: string[] | undefined\n    if (this.options.suggest) {\n      const titles = this.index.query(builder => {\n        for (const clause of clauses)\n          builder.term(clause.term, {\n            fields: [\"title\"],\n            presence: lunr.Query.presence.REQUIRED,\n            wildcard: lunr.Query.wildcard.TRAILING\n          })\n      })\n\n      /* Retrieve suggestions for best match */\n      suggest = titles.length\n        ? Object.keys(titles[0].matchData.metadata)\n        : []\n    }\n\n    /* Return search result */\n    return {\n      items: [...groups.values()],\n      ...typeof suggest !== \"undefined\" && { suggest }\n    }\n  }\n}\n"],
+  "mappings": 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new file mode 100644
index 00000000..eb7ce640
--- /dev/null
+++ b/0.11.1/assets/stylesheets/main.eebd395e.min.css
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diff --git a/0.11.1/assets/stylesheets/palette.ecc896b0.min.css b/0.11.1/assets/stylesheets/palette.ecc896b0.min.css
new file mode 100644
index 00000000..35420eb6
--- /dev/null
+++ b/0.11.1/assets/stylesheets/palette.ecc896b0.min.css
@@ -0,0 +1 @@
+@media screen{[data-md-color-scheme=slate]{--md-hue:232;--md-default-fg-color:hsla(var(--md-hue),75%,95%,1);--md-default-fg-color--light:hsla(var(--md-hue),75%,90%,0.62);--md-default-fg-color--lighter:hsla(var(--md-hue),75%,90%,0.32);--md-default-fg-color--lightest:hsla(var(--md-hue),75%,90%,0.12);--md-default-bg-color:hsla(var(--md-hue),15%,21%,1);--md-default-bg-color--light:hsla(var(--md-hue),15%,21%,0.54);--md-default-bg-color--lighter:hsla(var(--md-hue),15%,21%,0.26);--md-default-bg-color--lightest:hsla(var(--md-hue),15%,21%,0.07);--md-code-fg-color:hsla(var(--md-hue),18%,86%,1);--md-code-bg-color:hsla(var(--md-hue),15%,15%,1);--md-code-hl-color:#4287ff26;--md-code-hl-number-color:#e6695b;--md-code-hl-special-color:#f06090;--md-code-hl-function-color:#c973d9;--md-code-hl-constant-color:#9383e2;--md-code-hl-keyword-color:#6791e0;--md-code-hl-string-color:#2fb170;--md-code-hl-name-color:var(--md-code-fg-color);--md-code-hl-operator-color:var(--md-default-fg-color--light);--md-code-hl-punctuation-color:var(--md-default-fg-color--light);--md-code-hl-comment-color:var(--md-default-fg-color--light);--md-code-hl-generic-color:var(--md-default-fg-color--light);--md-code-hl-variable-color:var(--md-default-fg-color--light);--md-typeset-color:var(--md-default-fg-color);--md-typeset-a-color:var(--md-primary-fg-color);--md-typeset-mark-color:#4287ff4d;--md-typeset-kbd-color:hsla(var(--md-hue),15%,94%,0.12);--md-typeset-kbd-accent-color:hsla(var(--md-hue),15%,94%,0.2);--md-typeset-kbd-border-color:hsla(var(--md-hue),15%,14%,1);--md-typeset-table-color:hsla(var(--md-hue),75%,95%,0.12);--md-typeset-table-color--light:hsla(var(--md-hue),75%,95%,0.035);--md-admonition-fg-color:var(--md-default-fg-color);--md-admonition-bg-color:var(--md-default-bg-color);--md-footer-bg-color:hsla(var(--md-hue),15%,12%,0.87);--md-footer-bg-color--dark:hsla(var(--md-hue),15%,10%,1);--md-shadow-z1:0 0.2rem 0.5rem #0003,0 0 0.05rem #0000001a;--md-shadow-z2:0 0.2rem 0.5rem #0000004d,0 0 0.05rem #00000040;--md-shadow-z3:0 0.2rem 0.5rem #0006,0 0 0.05rem #00000059;color-scheme:dark}[data-md-color-scheme=slate] img[src$="#gh-light-mode-only"],[data-md-color-scheme=slate] 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new file mode 100644
index 00000000..d616c2a6
--- /dev/null
+++ b/0.11.1/assets/stylesheets/palette.ecc896b0.min.css.map
@@ -0,0 +1 @@
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diff --git a/0.11.1/css/extra.css b/0.11.1/css/extra.css
new file mode 100644
index 00000000..f2174837
--- /dev/null
+++ b/0.11.1/css/extra.css
@@ -0,0 +1,102 @@
+/* Logo title */
+.md-header__topic:first-child {
+  font-weight: initial !important;
+}
+
+/* Code font size in <details> */
+details .linenos, details code {
+  font-size: inherit !important;
+}
+
+/* Code block / tab in details */
+details > summary + .highlight:last-child, details > summary + .tabbed-set:last-child { margin: 0 -0.6rem !important; }
+details > summary + .highlight:last-child > .highlighttable { margin: 0 !important; }
+
+/* Table full width */
+.md-typeset__table { display: block !important; }
+.md-typeset table:not(.highlighttable) { display: table !important; }
+
+.md-typeset table:not([class]) th {
+    min-width: 0rem;
+}
+
+.headerlink { transform: translateY(-2.5px); }
+
+.md-nav__link[for=__toc] .md-icon { margin-left: auto !important; }
+
+blockquote.page-time {
+  margin: 20px 0 !important;
+  border-left-color: #64b5f6 !important; /* Just change the color value and that's it*/
+}
+blockquote.page-copyright {
+  margin: 20px 0 !important;
+  border-left-color: #ff1700 !important; /* Just change the color value and that's it*/
+}
+blockquote.page-copyright i.md-icon {
+  display: inline-block;
+  margin-right: 5px;
+  transform: translateY(3.5px);
+  width: 18px;
+}
+
+#myBtn {
+    display: none;
+    position: fixed; 
+    bottom: 100px; 
+    right: 16px; 
+    z-index: 99; 
+    border: none;
+    outline: none; 
+    color: #8590a6;
+    cursor: pointer; 
+    padding: .7rem; 
+    border-radius: .4rem;
+}
+ 
+#myBtn:hover {
+    background-color: #d3d3d3; 
+}
+
+#color-button > button {
+  cursor: pointer;
+  transition: opacity .25s;
+  display: inline-block;
+  width: 6.5rem;
+  margin-bottom: 0.2rem;
+  padding: 1.2rem 0.4rem 0.2rem;
+  font-size: 0.64rem;
+  text-align: left;
+}
+
+#color-button > button[data-md-color-primary] {
+  background-color: var(--md-primary-fg-color);
+  color: var(--md-primary-bg-color);
+}
+#color-button > button[data-md-color-primary=white] {
+  box-shadow: inset 0 0 0.05rem rgb(0 0 0 / 54%);
+}
+
+#color-button > button[data-md-color-accent] {
+  background-color: var(--md-accent-fg-color);
+  color: var(--md-code-bg-color);
+}
+
+mjx-container > img {
+  width: 0;
+  height: 0;
+}
+
+[data-md-color-scheme="slate"] {
+  --md-primary-fg-color: #2e303e;
+  --md-accent-fg-color: #00bda4;
+  --md-typeset-a-color: #526cfe;
+}
+
+[data-md-color-scheme="slate"] .md-typeset img {
+  background: white;
+  filter: brightness(0.9);
+}
+
+[data-md-color-scheme="slate"] .md-typeset img[src$=".svg"] {
+  border: 4px solid white;
+}
\ No newline at end of file
diff --git a/0.11.1/index.html b/0.11.1/index.html
new file mode 100644
index 00000000..3096c367
--- /dev/null
+++ b/0.11.1/index.html
@@ -0,0 +1,2877 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+      
+        <link rel="next" href="QuickStart/">
+      
+      <link rel="icon" href="media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
+        <title>LLamaSharp Documentation</title>
+      
+    
+    
+      <link rel="stylesheet" href="assets/stylesheets/main.eebd395e.min.css">
+      
+        
+        <link rel="stylesheet" href="assets/stylesheets/palette.ecc896b0.min.css">
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
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+    </label>
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+      
+        <li class="md-nav__item">
+  <a href="#essential-insights-for-novice-learners" class="md-nav__link">
+    Essential insights for novice learners
+  </a>
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+  <a href="#integrations" class="md-nav__link">
+    Integrations
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+        <li class="md-nav__item">
+  <a href="#welcome-to-join-the-development" class="md-nav__link">
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+        Quick Start
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+        Architecture
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+      <a href="FAQ/" class="md-nav__link">
+        FAQ
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+    <li class="md-nav__item">
+      <a href="ContributingGuide/" class="md-nav__link">
+        Contributing Guide
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+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
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+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
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+            
+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+    </li>
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+  
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+    <li class="md-nav__item">
+      <a href="Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    </li>
+  
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+          
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+    <li class="md-nav__item">
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+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
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+        llama.antipromptprocessor
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+      </a>
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+        llama.batched.batchedexecutor
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+    <li class="md-nav__item">
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+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
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+  
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+            
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+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
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+  
+    <li class="md-nav__item">
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+        llama.batched.conversationextensions
+      </a>
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+    <li class="md-nav__item">
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+        llama.batched.experimentalbatchedexecutorexception
+      </a>
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+        llama.chatsession-1
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
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+      <a href="xmldocs/llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
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+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
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+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
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+    <li class="md-nav__item">
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+        llama.exceptions.grammarunexpectedendelement
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+        llama.exceptions.grammarunexpectedendofinput
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+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
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+    <li class="md-nav__item">
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+        llama.exceptions.llamadecodeerror
+      </a>
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+            
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
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+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
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+      <a href="xmldocs/llama.llamacache/" class="md-nav__link">
+        llama.llamacache
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+  
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+      <a href="xmldocs/llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
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+  
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+      <a href="xmldocs/llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
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+              
+  
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+      <a href="xmldocs/llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
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+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
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+      <a href="xmldocs/llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
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+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
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+      <a href="xmldocs/llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
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+      <a href="xmldocs/llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
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+            
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
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+            
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
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+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
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+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
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+          
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
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+            
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+  
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+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
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+            
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+    <li class="md-nav__item">
+      <a href="xmldocs/llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="xmldocs/logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#essential-insights-for-novice-learners" class="md-nav__link">
+    Essential insights for novice learners
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#integrations" class="md-nav__link">
+    Integrations
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#welcome-to-join-the-development" class="md-nav__link">
+    Welcome to join the development!
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="overview">Overview<a class="headerlink" href="#overview" title="Permanent link"></a></h1>
+<p><img alt="logo" src="media/LLamaSharpLogo.png" /></p>
+<p>LLamaSharp is a cross-platform library to run 🦙LLaMA/LLaVA model (and others) in local device. Based on <a href="https://github.com/ggerganov/llama.cpp">llama.cpp</a>, inference with LLamaSharp is efficient on both CPU and GPU. With the higher-level APIs and RAG support, it's convenient to deploy LLM (Large Language Model) in your application with LLamaSharp.</p>
+<h2 id="essential-insights-for-novice-learners">Essential insights for novice learners<a class="headerlink" href="#essential-insights-for-novice-learners" title="Permanent link"></a></h2>
+<p>If you are new to LLM, here're some tips for you to help you to get start with <code>LLamaSharp</code>. If you are experienced in this field, we'd still recommend you to take a few minutes to read it because some things perform differently compared to cpp/python.</p>
+<ol>
+<li>The main ability of LLamaSharp is to provide an efficient way to run inference of LLM on your device (and fine-tune model in the future). The model weights, however, need to be downloaded from other resources such as <a href="https://huggingface.co">huggingface</a>.</li>
+<li>To gain high performance, LLamaSharp interacts with a native library compiled from c++, which is called <code>backend</code>. We provide backend packages for Windows, Linux and MAC with CPU, Cuda, Metal and OpenCL. You <strong>don't</strong> need to handle anything about c++ but just install the backend packages. If no published backend match your device, please open an issue to let us know. If compiling c++ code is not difficult for you, you could also follow <a href="">this guide</a> to compile a backend and run LLamaSharp with it.</li>
+<li><code>LLaMA</code> originally refers to the weights released by Meta (Facebook Research). After that, many models are fine-tuned based on it, such as <code>Vicuna</code>, <code>GPT4All</code>, and <code>Pyglion</code>. There are two popular file format of these model now, which are PyTorch format (.pth) and Huggingface format (.bin). LLamaSharp uses <code>GGUF</code> format file, which could be converted from these two formats. There are two options for you to get GGUF format file. a) Search model name + 'gguf' in <a href="https://huggingface.co">Huggingface</a>, you will find lots of model files that have already been converted to GGUF format. Please take care of the publishing time of them because some old ones could only work with old version of LLamaSharp. b) Convert PyTorch or Huggingface format to GGUF format yourself. Please follow the instructions of <a href="https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#prepare-and-quantize">this part of llama.cpp readme</a> to convert them with the python scripts.</li>
+<li>LLamaSharp supports multi-modal, which means that the model could take both text and image as input. Note that there are two model files requied for using multi-modal (LLaVA), which are main model and mm-proj model. Here is a huggingface repo which shows that: <a href="https://huggingface.co/ShadowBeast/llava-v1.6-mistral-7b-Q5_K_S-GGUF/tree/main">link</a>.</li>
+</ol>
+<h2 id="integrations">Integrations<a class="headerlink" href="#integrations" title="Permanent link"></a></h2>
+<p>There are integarions for the following libraries, which help to expand the application of LLamaSharp. Integrations for semantic-kernel and kernel-memory are developed in LLamaSharp repository, while others are developed in their own repositories.</p>
+<ul>
+<li><a href="https://github.com/microsoft/semantic-kernel">semantic-kernel</a>: an SDK that integrates LLM like OpenAI, Azure OpenAI, and Hugging Face.</li>
+<li><a href="https://github.com/microsoft/kernel-memory">kernel-memory</a>: a multi-modal AI Service specialized in the efficient indexing of datasets through custom continuous data hybrid pipelines, with support for RAG (<a href="https://en.wikipedia.org/wiki/Prompt_engineering#Retrieval-augmented_generation">Retrieval Augmented Generation</a>), synthetic memory, prompt engineering, and custom semantic memory processing.</li>
+<li><a href="https://github.com/SciSharp/BotSharp">BotSharp</a>: an open source machine learning framework for AI Bot platform builder.</li>
+<li><a href="https://github.com/tryAGI/LangChain">Langchain</a>: a framework for developing applications powered by language models.</li>
+</ul>
+<p><img alt="LLamaShrp-Integrations" src="media/LLamaSharp-Integrations.png" /></p>
+<h2 id="welcome-to-join-the-development">Welcome to join the development!<a class="headerlink" href="#welcome-to-join-the-development" title="Permanent link"></a></h2>
+<p>Community effort is always one of the most important things in open-source projects. Any contribution in any way is welcomed here. For example, the following things mean a lot for LLamaSharp:</p>
+<ol>
+<li>Open an issue when you find something wrong.</li>
+<li>Open an PR if you've fixed something. Even if just correcting a typo, it also makes great sense.</li>
+<li>Help to optimize the documentation. </li>
+<li>Write an example or blog about how to integrate LLamaSharp with your APPs.</li>
+<li>Ask for a missing feature and discuss with us.</li>
+</ol>
+<p>If you'd like to get deeply involved in development, please touch us in discord channel or send email to <code>AsakusaRinne@gmail.com</code>. 🤗</p>
+
+
+
+
+
+                
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HcmV?d00001

diff --git a/0.11.1/sciprts/auto_gen_example_yml.py b/0.11.1/sciprts/auto_gen_example_yml.py
new file mode 100644
index 00000000..46f8ffc5
--- /dev/null
+++ b/0.11.1/sciprts/auto_gen_example_yml.py
@@ -0,0 +1,20 @@
+import os
+
+dir = 'Examples'
+
+if __name__ == '__main__':
+    res = []
+    
+    # loop all the files of `dir`
+    for root, dirs, files in os.walk(dir):
+        for file in files:
+            with open(os.path.join(root, file), 'r', encoding='utf-8') as f:
+                first_line = f.readline()
+            title = first_line.split('#')[-1]
+            filename = file.split('/')[-1].split('\\')[-1]
+            res.append(f'- {title.strip()}: {dir}/{filename}')
+    
+    for item in res:
+        print(item)
+            
+            
\ No newline at end of file
diff --git a/0.11.1/sciprts/map_xml_files_to_yml.py b/0.11.1/sciprts/map_xml_files_to_yml.py
new file mode 100644
index 00000000..a2cf98ca
--- /dev/null
+++ b/0.11.1/sciprts/map_xml_files_to_yml.py
@@ -0,0 +1,16 @@
+import os
+
+def generate_string_list(folder_path, prefix):
+    file_names = os.listdir(folder_path) 
+    string_list = []
+    for file_name in file_names:
+        new_string = f"- {'.'.join(file_name.split('.')[:-1])}: {prefix}{file_name}"
+        string_list.append(new_string)
+    return string_list
+
+folder_path = "./docs/xmldocs" 
+prefix = "./xmldocs/" 
+
+string_list = generate_string_list(folder_path, prefix)
+result = '\n'.join(string_list)
+print(result)
diff --git a/0.11.1/search/search_index.json b/0.11.1/search/search_index.json
new file mode 100644
index 00000000..74918a5a
--- /dev/null
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+{"config":{"lang":["en"],"separator":"[\\s\\-]+","pipeline":["stopWordFilter"]},"docs":[{"location":"","title":"Overview","text":"<p>LLamaSharp is a cross-platform library to run \ud83e\udd99LLaMA/LLaVA model (and others) in local device. Based on llama.cpp, inference with LLamaSharp is efficient on both CPU and GPU. With the higher-level APIs and RAG support, it's convenient to deploy LLM (Large Language Model) in your application with LLamaSharp.</p>"},{"location":"#essential-insights-for-novice-learners","title":"Essential insights for novice learners","text":"<p>If you are new to LLM, here're some tips for you to help you to get start with <code>LLamaSharp</code>. If you are experienced in this field, we'd still recommend you to take a few minutes to read it because some things perform differently compared to cpp/python.</p> <ol> <li>The main ability of LLamaSharp is to provide an efficient way to run inference of LLM on your device (and fine-tune model in the future). The model weights, however, need to be downloaded from other resources such as huggingface.</li> <li>To gain high performance, LLamaSharp interacts with a native library compiled from c++, which is called <code>backend</code>. We provide backend packages for Windows, Linux and MAC with CPU, Cuda, Metal and OpenCL. You don't need to handle anything about c++ but just install the backend packages. If no published backend match your device, please open an issue to let us know. If compiling c++ code is not difficult for you, you could also follow this guide to compile a backend and run LLamaSharp with it.</li> <li><code>LLaMA</code> originally refers to the weights released by Meta (Facebook Research). After that, many models are fine-tuned based on it, such as <code>Vicuna</code>, <code>GPT4All</code>, and <code>Pyglion</code>. There are two popular file format of these model now, which are PyTorch format (.pth) and Huggingface format (.bin). LLamaSharp uses <code>GGUF</code> format file, which could be converted from these two formats. There are two options for you to get GGUF format file. a) Search model name + 'gguf' in Huggingface, you will find lots of model files that have already been converted to GGUF format. Please take care of the publishing time of them because some old ones could only work with old version of LLamaSharp. b) Convert PyTorch or Huggingface format to GGUF format yourself. Please follow the instructions of this part of llama.cpp readme to convert them with the python scripts.</li> <li>LLamaSharp supports multi-modal, which means that the model could take both text and image as input. Note that there are two model files requied for using multi-modal (LLaVA), which are main model and mm-proj model. Here is a huggingface repo which shows that: link.</li> </ol>"},{"location":"#integrations","title":"Integrations","text":"<p>There are integarions for the following libraries, which help to expand the application of LLamaSharp. Integrations for semantic-kernel and kernel-memory are developed in LLamaSharp repository, while others are developed in their own repositories.</p> <ul> <li>semantic-kernel: an SDK that integrates LLM like OpenAI, Azure OpenAI, and Hugging Face.</li> <li>kernel-memory: a multi-modal AI Service specialized in the efficient indexing of datasets through custom continuous data hybrid pipelines, with support for RAG (Retrieval Augmented Generation), synthetic memory, prompt engineering, and custom semantic memory processing.</li> <li>BotSharp: an open source machine learning framework for AI Bot platform builder.</li> <li>Langchain: a framework for developing applications powered by language models.</li> </ul> <p></p>"},{"location":"#welcome-to-join-the-development","title":"Welcome to join the development!","text":"<p>Community effort is always one of the most important things in open-source projects. Any contribution in any way is welcomed here. For example, the following things mean a lot for LLamaSharp:</p> <ol> <li>Open an issue when you find something wrong.</li> <li>Open an PR if you've fixed something. Even if just correcting a typo, it also makes great sense.</li> <li>Help to optimize the documentation. </li> <li>Write an example or blog about how to integrate LLamaSharp with your APPs.</li> <li>Ask for a missing feature and discuss with us.</li> </ol> <p>If you'd like to get deeply involved in development, please touch us in discord channel or send email to <code>AsakusaRinne@gmail.com</code>. \ud83e\udd17</p>"},{"location":"Architecture/","title":"Architecture","text":""},{"location":"Architecture/#architecture-of-main-functions","title":"Architecture of main functions","text":"<p>The figure below shows the core framework structure of LLamaSharp.</p> <ul> <li>Native APIs: LLamaSharp calls the exported C APIs to load and run the model. The APIs defined in LLamaSharp specially for calling C APIs are named <code>Native APIs</code>. We have made all the native APIs public under namespace <code>LLama.Native</code>. However, it's strongly recommended not to use them unless you know what you are doing.</li> <li>LLamaWeights: The holder of the model weight.</li> <li>LLamaContext: A context which directly interact with the native library and provide some basic APIs such as tokenization and embedding. It takes use of <code>LLamaWeights</code>.</li> <li>LLamaExecutors: Executors which define the way to run the LLama model. It provides text-to-text and image-to-text APIs to make it easy to use. Currently we provide four kinds of executors: <code>InteractiveExecutor</code>, <code>InstructExecutor</code>, <code>StatelessExecutor</code> and <code>BatchedExecutor</code>. </li> <li>ChatSession: A wrapping for <code>InteractiveExecutor</code> and <code>LLamaContext</code>, which supports interactive tasks and saving/re-loading sessions. It also provides a flexible way to customize the text process by <code>IHistoryTransform</code>, <code>ITextTransform</code> and <code>ITextStreamTransform</code>.</li> <li>Integrations: Integrations with other libraries to expand the application of LLamaSharp. For example, if you want to do RAG (Retrieval Augmented Generation), kernel-memory integration is a good option for you.</li> </ul> <p></p>"},{"location":"ContributingGuide/","title":"LLamaSharp Contributing Guide","text":"<p>Hi, welcome to develop LLamaSharp with us together! We are always open for every contributor and any format of contributions! If you want to maintain this library actively together, please contact us to get the write access after some PRs. (Email: AsakusaRinne@gmail.com)</p> <p>In this page, we introduce how to make contributions here easily. \ud83d\ude0a</p>"},{"location":"ContributingGuide/#the-goal-of-llamasharp","title":"The goal of LLamaSharp","text":"<p>At the beginning, LLamaSharp is a C# binding of llama.cpp. It provided only some wrappers for llama.cpp to let C#/.NET users could run LLM models on their local device efficiently even if without any experience with C++. After around a year of development, more tools and integrations has been added to LLamaSharp, significantly expanding the application of LLamaSharp. Though llama.cpp is still the only backend of LLamaSharp, the goal of this repository is more likely to be an efficient and easy-to-use library of LLM inference, rather than just a binding of llama.cpp.</p> <p>In this way, our development of LLamaSharp is divided into two main directions:</p> <ol> <li>To make LLamaSharp more efficient. For example, <code>BatchedExecutor</code> could accept multiple queries and generate the response for them at the same time, which significantly improves the throughput. This part is always related with native APIs and executors in LLamaSharp.</li> <li>To make it easier to use LLamaSharp. We believe the best library is to let users build powerful functionalities with simple code. Higher-level APIs and integrations with other libraries are the key points of it.</li> </ol>"},{"location":"ContributingGuide/#how-to-compile-the-native-library-from-source","title":"How to compile the native library from source","text":"<p>If you want to contribute to the first direction of our goal, you may need to compile the native library yourself.</p> <p>Firstly, please follow the instructions in llama.cpp readme to configure your local environment. Most importantly, CMake with version higher than 3.14 should be installed on your device.</p> <p>Secondly, clone the llama.cpp repositories. You could manually clone it and checkout to the right commit according to Map of LLamaSharp and llama.cpp versions, or use clone the submodule of LLamaSharp when cloning LLamaSharp.</p> <pre><code>git clone --recursive https://github.com/SciSharp/LLamaSharp.git\n</code></pre> <p>If you want to support cublas in the compilation, please make sure that you've installed it. If you are using Intel CPU, please check the highest AVX (Advanced Vector Extensions) level that is supported by your device.</p> <p>As shown in llama.cpp cmake file, there are many options that could be enabled or disabled when building the library. The following ones are commonly used when using it as a native library of LLamaSharp.</p> <pre><code>option(BUILD_SHARED_LIBS                \"build shared libraries\") // Please always enable it \noption(LLAMA_NATIVE                     \"llama: enable -march=native flag\") // Could be disabled\noption(LLAMA_AVX                        \"llama: enable AVX\") // Enable it if the highest supported avx level is AVX\noption(LLAMA_AVX2                       \"llama: enable AVX2\") // Enable it if the highest supported avx level is AVX2\noption(LLAMA_AVX512                     \"llama: enable AVX512\") // Enable it if the highest supported avx level is AVX512\noption(LLAMA_BLAS                       \"llama: use BLAS\") // Enable it if you want to use BLAS library to acclerate the computation on CPU\noption(LLAMA_CUDA                       \"llama: use CUDA\") // Enable it if you have CUDA device\noption(LLAMA_CLBLAST                    \"llama: use CLBlast\") // Enable it if you have a device with CLBLast or OpenCL support, for example, some AMD GPUs.\noption(LLAMA_VULKAN                     \"llama: use Vulkan\") // Enable it if you have a device with Vulkan support\noption(LLAMA_METAL                      \"llama: use Metal\") // Enable it if you are using a MAC with Metal device.\noption(LLAMA_BUILD_TESTS                \"llama: build tests\") // Please disable it.\noption(LLAMA_BUILD_EXAMPLES             \"llama: build examples\") // Please disable it.\noption(LLAMA_BUILD_SERVER               \"llama: build server example\")// Please disable it.\n</code></pre> <p>Most importantly, <code>-DBUILD_SHARED_LIBS=ON</code> must be added to the cmake instruction and other options depends on you. For example, when building with cublas but without openblas, use the following instruction:</p> <pre><code>mkdir build &amp;&amp; cd build\ncmake .. -DLLAMA_CUBLAS=ON -DBUILD_SHARED_LIBS=ON\ncmake --build . --config Release\n</code></pre> <p>Now you could find the <code>llama.dll</code>, <code>libllama.so</code> or <code>llama.dylib</code> in your build directory (or <code>build/bin</code>). </p> <p>To load the compiled native library, please add the following code to the very beginning of your code.</p> <pre><code>NativeLibraryConfig.Instance.WithLibrary(\"&lt;Your native library path&gt;\");\n</code></pre>"},{"location":"ContributingGuide/#add-a-new-feature-to-llamasharp","title":"Add a new feature to LLamaSharp","text":"<p>After refactoring the framework in <code>v0.4.0</code>, LLamaSharp will try to maintain the backward compatibility. However, in the following cases a breaking change will be required:</p> <ol> <li>Due to some break changes in llama.cpp, making a breaking change will help to maintain the good abstraction and friendly user APIs.</li> <li>An important feature cannot be implemented unless refactoring some parts.</li> <li>After some discussions, an agreement was reached that making the break change is reasonable.</li> </ol> <p>If a new feature could be added without introducing any break change, please open a PR rather than open an issue first. We will never refuse the PR but help to improve it, unless it's malicious.</p> <p>When adding the feature, please take care of the namespace and the naming convention. For example, if you are adding an integration for WPF, please put the code under namespace <code>LLama.WPF</code> or <code>LLama.Integration.WPF</code> instead of putting it under the root namespace. The naming convention of LLamaSharp follows the pascal naming convention, but in some parts that are invisible to users, you can do whatever you want.</p>"},{"location":"ContributingGuide/#find-the-problem-and-fix-the-bug","title":"Find the problem and fix the BUG","text":"<p>If the issue is related to the LLM internal behaviour, such as endless generating the response, the best way to find the problem is to do comparison test between llama.cpp and LLamaSharp.</p> <p>You could use exactly the same prompt, the same model and the same parameters to run the inference in llama.cpp and LLamaSharp respectively to see if it's really a problem caused by the implementation in LLamaSharp.</p> <p>If the experiment showed that it worked well in llama.cpp but didn't in LLamaSharp, a search for the problem could be started. While the reason of the problem could be various, the best way I think is to add log-print in the code of llama.cpp and use it in LLamaSharp after compilation. Thus, when running LLamaSharp, you could see what happened in the native library.</p> <p>During the BUG fix process, please don't hesitate to discuss together when you are blocked.</p>"},{"location":"ContributingGuide/#add-integrations","title":"Add integrations","text":"<p>All kinds of integration are welcomed here! Currently the following integrations have been added but still need improvement:</p> <ol> <li>semantic-kernel</li> <li>kernel-memory</li> <li>BotSharp (maintained in SciSharp/BotSharp repo)</li> <li>Langchain (maintained in tryAGI/LangChain repo)</li> </ol> <p>If you find another library that is good to be integrated, please open an issue to let us know!</p>"},{"location":"ContributingGuide/#add-examples","title":"Add examples","text":"<p>There're mainly two ways to add an example:</p> <ol> <li>Add the example to <code>LLama.Examples</code> of the repository.</li> <li>Put the example in another repository and add the link to the readme or docs of LLamaSharp.</li> </ol>"},{"location":"ContributingGuide/#add-documents","title":"Add documents","text":"<p>LLamaSharp uses mkdocs to build the documentation, please follow the tutorial of mkdocs to add or modify documents in LLamaSharp.</p>"},{"location":"FAQ/","title":"Frequently asked qustions","text":"<p>Sometimes, your application with LLM and LLamaSharp may have unexpected behaviours. Here are some frequently asked questions, which may help you to deal with your problem.</p>"},{"location":"FAQ/#why-gpu-is-not-used-when-i-have-installed-cuda","title":"Why GPU is not used when I have installed CUDA","text":"<ol> <li>If you are using backend packages, please make sure you have installed the cuda backend package which matches the cuda version of your device. Please note that before LLamaSharp v0.10.0, only one backend package should be installed.</li> <li>Add <code>NativeLibraryConfig.Instance.WithLogs(LLamaLogLevel.Info)</code> to the very beginning of your code. The log will show which native library file is loaded. If the CPU library is loaded, please try to compile the native library yourself and open an issue for that. If the CUDA libraty is loaded, please check if <code>GpuLayerCount &gt; 0</code> when loading the model weight.</li> </ol>"},{"location":"FAQ/#why-the-inference-is-slow","title":"Why the inference is slow","text":"<p>Firstly, due to the large size of LLM models, it requires more time to generate outputs than other models, especially when you are using models larger than 30B.</p> <p>To see if that's a LLamaSharp performance issue, please follow the two tips below.</p> <ol> <li>If you are using CUDA, Metal or OpenCL, please set <code>GpuLayerCount</code> as large as possible.</li> <li>If it's still slower than you expect it to be, please try to run the same model with same setting in llama.cpp examples. If llama.cpp outperforms LLamaSharp significantly, it's likely a LLamaSharp BUG and please report us for that.</li> </ol>"},{"location":"FAQ/#why-the-program-crashes-before-any-output-is-generated","title":"Why the program crashes before any output is generated","text":"<p>Generally, there are two possible cases for this problem:</p> <ol> <li>The native library (backend) you are using is not compatible with the LLamaSharp version. If you compiled the native library yourself, please make sure you have checkouted llama.cpp to the corresponding commit of LLamaSharp, which could be found at the bottom of README.</li> <li>The model file you are using is not compatible with the backend. If you are using a GGUF file downloaded from huggingface, please check its publishing time.</li> </ol>"},{"location":"FAQ/#why-my-model-is-generating-output-infinitely","title":"Why my model is generating output infinitely","text":"<p>Please set anti-prompt or max-length when executing the inference.</p> <p>Anti-prompt can also be called as \"Stop-keyword\", which decides when to stop the response generation. Under interactive mode, the maximum tokens count is always not set, which makes the LLM generates responses infinitively. Therefore, setting anti-prompt correctly helps a lot to avoid the strange behaviours. For example, the prompt file <code>chat-with-bob.txt</code> has the following content:</p> <pre><code>Transcript of a dialog, where the User interacts with an Assistant named Bob. Bob is helpful, kind, honest, good at writing, and never fails to answer the User's requests immediately and with precision.\n\nUser: Hello, Bob.\nBob: Hello. How may I help you today?\nUser: Please tell me the largest city in Europe.\nBob: Sure. The largest city in Europe is Moscow, the capital of Russia.\nUser:\n</code></pre> <p>Therefore, the anti-prompt should be set as \"User:\". If the last line of the prompt is removed, LLM will automatically generate a question (user) and a response (bob) for one time when running the chat session. Therefore, the antiprompt is suggested to be appended to the prompt when starting a chat session.</p> <p>What if an extra line is appended? The string \"User:\" in the prompt will be followed with a char \"\\n\". Thus when running the model, the automatic generation of a pair of question and response may appear because the anti-prompt is \"User:\" but the last token is \"User:\\n\". As for whether it will appear, it's an undefined behaviour, which depends on the implementation inside the <code>LLamaExecutor</code>. Anyway, since it may leads to unexpected behaviors, it's recommended to trim your prompt or carefully keep consistent with your anti-prompt.</p>"},{"location":"FAQ/#how-to-run-llm-with-non-english-languages","title":"How to run LLM with non-English languages","text":"<p>English is the most popular language in the world, and in the region of LLM. If you want to accept inputs and generate outputs of other languages, please follow the two tips below.</p> <ol> <li>Ensure the model you selected is well-trained with data of your language. For example, LLaMA (original) used few Chinese text during the pretrain, while Chinese-LLaMA-Alpaca finetuned LLaMA with a large amount of Chinese text data. Therefore, the quality of the output of Chinese-LLaMA-Alpaca is much better than that of LLaMA.</li> </ol>"},{"location":"FAQ/#pay-attention-to-the-length-of-prompt","title":"Pay attention to the length of prompt","text":"<p>Sometimes we want to input a long prompt to execute a task. However, the context size may limit the inference of LLama model. Please ensure the inequality below holds.</p> \\[ len(prompt) + len(response) &lt; len(context) \\] <p>In this inequality, <code>len(response)</code> refers to the expected tokens for LLM to generate.</p>"},{"location":"FAQ/#choose-models-weight-depending-on-you-task","title":"Choose models weight depending on you task","text":"<p>The differences between modes may lead to much different behaviours under the same task. For example, if you're building a chat bot with non-English, a fine-tuned model specially for the language you want to use will have huge effect on the performance.</p>"},{"location":"QuickStart/","title":"Quick start","text":""},{"location":"QuickStart/#installation","title":"Installation","text":"<p>To gain high performance, LLamaSharp interacts with a native library compiled from c++, which is called <code>backend</code>. We provide backend packages for Windows, Linux and MAC with CPU, Cuda, Metal and OpenCL. You don't need to handle anything about c++ but just install the backend packages.</p> <p>If no published backend match your device, please open an issue to let us know. If compiling c++ code is not difficult for you, you could also follow this guide to compile a backend and run LLamaSharp with it.</p> <ol> <li>Install LLamaSharp package on NuGet:</li> </ol> <pre><code>PM&gt; Install-Package LLamaSharp\n</code></pre> <ol> <li> <p>Install one or more of these backends, or use self-compiled backend.</p> </li> <li> <p><code>LLamaSharp.Backend.Cpu</code>: Pure CPU for Windows &amp; Linux &amp; MAC. Metal (GPU) support for MAC.</p> </li> <li><code>LLamaSharp.Backend.Cuda11</code>: CUDA11 for Windows &amp; Linux.</li> <li><code>LLamaSharp.Backend.Cuda12</code>: CUDA 12 for Windows &amp; Linux.</li> <li> <p><code>LLamaSharp.Backend.OpenCL</code>: OpenCL for Windows &amp; Linux.</p> </li> <li> <p>(optional) For Microsoft semantic-kernel integration, install the LLamaSharp.semantic-kernel package.</p> </li> <li>(optional) To enable RAG support, install the LLamaSharp.kernel-memory package (this package only supports <code>net6.0</code> or higher yet), which is based on Microsoft kernel-memory integration.</li> </ol>"},{"location":"QuickStart/#model-preparation","title":"Model preparation","text":"<p>There are two popular format of model file of LLM now, which are PyTorch format (.pth) and Huggingface format (.bin). LLamaSharp uses <code>GGUF</code> format file, which could be converted from these two formats. To get <code>GGUF</code> file, there are two options:</p> <ol> <li> <p>Search model name + 'gguf' in Huggingface, you will find lots of model files that have already been converted to GGUF format. Please take care of the publishing time of them because some old ones could only work with old version of LLamaSharp.</p> </li> <li> <p>Convert PyTorch or Huggingface format to GGUF format yourself. Please follow the instructions of this part of llama.cpp readme to convert them with the python scripts.</p> </li> </ol> <p>Generally, we recommend downloading models with quantization rather than fp16, because it significantly reduce the required memory size while only slightly impact on its generation quality.</p>"},{"location":"QuickStart/#example-of-llama-chat-session","title":"Example of LLaMA chat session","text":"<p>Here is a simple example to chat with bot based on LLM in LLamaSharp. Please replace the model path with yours.</p> <p></p> <pre><code>using LLama.Common;\nusing LLama;\n\nstring modelPath = @\"&lt;Your Model Path&gt;\"; // change it to your own model path.\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024, // The longest length of chat as memory.\nGpuLayerCount = 5 // How many layers to offload to GPU. Please adjust it according to your GPU memory.\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InteractiveExecutor(context);\n\n// Add chat histories as prompt to tell AI how to act.\nvar chatHistory = new ChatHistory();\nchatHistory.AddMessage(AuthorRole.System, \"Transcript of a dialog, where the User interacts with an Assistant named Bob. Bob is helpful, kind, honest, good at writing, and never fails to answer the User's requests immediately and with precision.\");\nchatHistory.AddMessage(AuthorRole.User, \"Hello, Bob.\");\nchatHistory.AddMessage(AuthorRole.Assistant, \"Hello. How may I help you today?\");\n\nChatSession session = new(executor, chatHistory);\n\nInferenceParams inferenceParams = new InferenceParams()\n{\nMaxTokens = 256, // No more than 256 tokens should appear in answer. Remove it if antiprompt is enough for control.\nAntiPrompts = new List&lt;string&gt; { \"User:\" } // Stop generation once antiprompts appear.\n};\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.Write(\"The chat session has started.\\nUser: \");\nConsole.ForegroundColor = ConsoleColor.Green;\nstring userInput = Console.ReadLine() ?? \"\";\n\nwhile (userInput != \"exit\")\n{\nawait foreach ( // Generate the response streamingly.\nvar text\nin session.ChatAsync(\nnew ChatHistory.Message(AuthorRole.User, userInput),\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(text);\n}\nConsole.ForegroundColor = ConsoleColor.Green;\nuserInput = Console.ReadLine() ?? \"\";\n}\n</code></pre>"},{"location":"QuickStart/#examples-of-chatting-with-llava","title":"Examples of chatting with LLaVA","text":"<p>This example shows chatting with LLaVA to ask it to describe the picture. </p> <pre><code>using System.Text.RegularExpressions;\nusing LLama;\nusing LLama.Common;\n\nstring multiModalProj = @\"&lt;Your multi-modal proj file path&gt;\";\nstring modelPath = @\"&lt;Your LLaVA model file path&gt;\";\nstring modelImage = @\"&lt;Your image path&gt;\";\nconst int maxTokens = 1024; // The max tokens that could be generated.\n\nvar prompt = $\"{{{modelImage}}}\\nUSER:\\nProvide a full description of the image.\\nASSISTANT:\\n\";\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 4096,\nSeed = 1337,\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\n\n// Llava Init\nusing var clipModel = LLavaWeights.LoadFromFile(multiModalProj);\n\nvar ex = new InteractiveExecutor(context, clipModel);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the prompt is printed, the maximum tokens is set to {0} and the context size is {1}.\", maxTokens, parameters.ContextSize);\nConsole.WriteLine(\"To send an image, enter its filename in curly braces, like this {c:/image.jpg}.\");\n\nvar inferenceParams = new InferenceParams() { Temperature = 0.1f, AntiPrompts = new List&lt;string&gt; { \"\\nUSER:\" }, MaxTokens = maxTokens };\n\ndo\n{\n\n// Evaluate if we have images\n//\nvar imageMatches = Regex.Matches(prompt, \"{([^}]*)}\").Select(m =&gt; m.Value);\nvar imageCount = imageMatches.Count();\nvar hasImages = imageCount &gt; 0;\nbyte[][] imageBytes = null;\n\nif (hasImages)\n{\nvar imagePathsWithCurlyBraces = Regex.Matches(prompt, \"{([^}]*)}\").Select(m =&gt; m.Value);\nvar imagePaths = Regex.Matches(prompt, \"{([^}]*)}\").Select(m =&gt; m.Groups[1].Value);\n\ntry\n{\nimageBytes = imagePaths.Select(File.ReadAllBytes).ToArray();\n}\ncatch (IOException exception)\n{\nConsole.ForegroundColor = ConsoleColor.Red;\nConsole.Write(\n$\"Could not load your {(imageCount == 1 ? \"image\" : \"images\")}:\");\nConsole.Write($\"{exception.Message}\");\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Please try again.\");\nbreak;\n}\n\n\nint index = 0;\nforeach (var path in imagePathsWithCurlyBraces)\n{\n// First image replace to tag &lt;image, the rest of the images delete the tag\nif (index++ == 0)\nprompt = prompt.Replace(path, \"&lt;image&gt;\");\nelse\nprompt = prompt.Replace(path, \"\");\n}\nConsole.WriteLine();\n\n\n// Initilize Images in executor\n//\nex.ImagePaths = imagePaths.ToList();\n}\n\nConsole.ForegroundColor = ConsoleColor.White;\nawait foreach (var text in ex.InferAsync(prompt, inferenceParams))\n{\nConsole.Write(text);\n}\nConsole.Write(\" \");\nConsole.ForegroundColor = ConsoleColor.Green;\nprompt = Console.ReadLine();\nConsole.WriteLine();\n\n// let the user finish with exit\n//\nif (prompt.Equals(\"/exit\", StringComparison.OrdinalIgnoreCase))\nbreak;\n\n}\nwhile (true);\n</code></pre> <p>For more examples, please refer to LLamaSharp.Examples.</p>"},{"location":"Examples/BatchedExecutorFork/","title":"Bacthed executor - multi-output to one input","text":"<pre><code>using LLama.Batched;\nusing LLama.Common;\nusing LLama.Native;\nusing LLama.Sampling;\nusing Spectre.Console;\n\nnamespace LLama.Examples.Examples;\n\n/// &lt;summary&gt;\n/// This demonstrates generating multiple replies to the same prompt, with a shared cache\n/// &lt;/summary&gt;\npublic class BatchedExecutorFork\n{\nprivate const int n_split = 16;\nprivate const int n_len = 72;\n\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath);\nusing var model = LLamaWeights.LoadFromFile(parameters);\n\nvar prompt = AnsiConsole.Ask(\"Prompt (or ENTER for default):\", \"Not many people know that\");\n\n// Create an executor that can evaluate a batch of conversations together\nusing var executor = new BatchedExecutor(model, parameters);\n\n// Print some info\nvar name = executor.Model.Metadata.GetValueOrDefault(\"general.name\", \"unknown model name\");\nConsole.WriteLine($\"Created executor with model: {name}\");\n\n// Evaluate the initial prompt to create one conversation\nusing var start = executor.Create();\nstart.Prompt(prompt);\nawait executor.Infer();\n\n// Create the root node of the tree\nvar root = new Node(start);\n\nawait AnsiConsole\n.Progress()\n.StartAsync(async progress =&gt;\n{\nvar reporter = progress.AddTask(\"Running Inference (1)\", maxValue: n_len);\n\n// Run inference loop\nfor (var i = 0; i &lt; n_len; i++)\n{\nif (i != 0)\nawait executor.Infer();\n\n// Occasionally fork all the active conversations\nif (i != 0 &amp;&amp; i % n_split == 0)\nroot.Split();\n\n// Sample all active conversations\nroot.Sample();\n\n// Update progress bar\nreporter.Increment(1);\nreporter.Description($\"Running Inference ({root.ActiveConversationCount})\");\n}\n\n// Display results\nvar display = new Tree(prompt);\nroot.Display(display);\nAnsiConsole.Write(display);\n});\n}\n\nprivate class Node\n{\nprivate readonly StreamingTokenDecoder _decoder;\n\nprivate readonly DefaultSamplingPipeline _sampler;\nprivate Conversation? _conversation;\n\nprivate Node? _left;\nprivate Node? _right;\n\npublic int ActiveConversationCount =&gt; _conversation != null ? 1 : _left!.ActiveConversationCount + _right!.ActiveConversationCount;\n\npublic Node(Conversation conversation)\n{\n_sampler = new DefaultSamplingPipeline();\n_conversation = conversation;\n_decoder = new StreamingTokenDecoder(conversation.Executor.Context);\n}\n\npublic void Sample()\n{\nif (_conversation == null)\n{\n_left?.Sample();\n_right?.Sample();\nreturn;\n}\n\nif (_conversation.RequiresInference)\nreturn;\n\n// Sample one token\nvar ctx = _conversation.Executor.Context.NativeHandle;\nvar token = _sampler.Sample(ctx, _conversation.Sample(), Array.Empty&lt;LLamaToken&gt;());\n_sampler.Accept(ctx, token);\n_decoder.Add(token);\n\n// Prompt the conversation with this token, to continue generating from there\n_conversation.Prompt(token);\n}\n\npublic void Split()\n{\nif (_conversation != null)\n{\n_left = new Node(_conversation.Fork());\n_right = new Node(_conversation.Fork());\n\n_conversation.Dispose();\n_conversation = null;\n}\nelse\n{\n_left?.Split();\n_right?.Split();\n}\n}\n\npublic void Display&lt;T&gt;(T tree, int depth = 0)\nwhere T : IHasTreeNodes\n{\nvar colors = new[] { \"red\", \"green\", \"blue\", \"yellow\", \"white\" };\nvar color = colors[depth % colors.Length];\n\nvar message = Markup.Escape(_decoder.Read().ReplaceLineEndings(\"\"));\n\nvar n = tree.AddNode($\"[{color}]{message}[/]\");\n\n_left?.Display(n, depth + 1);\n_right?.Display(n, depth + 1);\n}\n}\n}\n</code></pre>"},{"location":"Examples/BatchedExecutorGuidance/","title":"Batched executor - basic guidance","text":"<pre><code>using LLama.Batched;\nusing LLama.Common;\nusing LLama.Native;\nusing LLama.Sampling;\nusing Spectre.Console;\n\nnamespace LLama.Examples.Examples;\n\n/// &lt;summary&gt;\n/// This demonstrates using a batch to generate two sequences and then using one\n/// sequence as the negative guidance (\"classifier free guidance\") for the other.\n/// &lt;/summary&gt;\npublic class BatchedExecutorGuidance\n{\nprivate const int n_len = 32;\n\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath);\nusing var model = LLamaWeights.LoadFromFile(parameters);\n\nvar positivePrompt = AnsiConsole.Ask(\"Positive Prompt (or ENTER for default):\", \"My favourite colour is\").Trim();\nvar negativePrompt = AnsiConsole.Ask(\"Negative Prompt (or ENTER for default):\", \"I hate the colour red. My favourite colour is\").Trim();\nvar weight = AnsiConsole.Ask(\"Guidance Weight (or ENTER for default):\", 2.0f);\n\n// Create an executor that can evaluate a batch of conversations together\nusing var executor = new BatchedExecutor(model, parameters);\n\n// Print some info\nvar name = executor.Model.Metadata.GetValueOrDefault(\"general.name\", \"unknown model name\");\nConsole.WriteLine($\"Created executor with model: {name}\");\n\n// Load the two prompts into two conversations\nusing var guided = executor.Create();\nguided.Prompt(positivePrompt);\nusing var guidance = executor.Create();\nguidance.Prompt(negativePrompt);\n\n// Run inference to evaluate prompts\nawait AnsiConsole\n.Status()\n.Spinner(Spinner.Known.Line)\n.StartAsync(\"Evaluating Prompts...\", _ =&gt; executor.Infer());\n\n// Fork the \"guided\" conversation. We'll run this one without guidance for comparison\nusing var unguided = guided.Fork();\n\n// Run inference loop\nvar unguidedSampler = new GuidedSampler(null, weight);\nvar unguidedDecoder = new StreamingTokenDecoder(executor.Context);\nvar guidedSampler = new GuidedSampler(guidance, weight);\nvar guidedDecoder = new StreamingTokenDecoder(executor.Context);\nawait AnsiConsole\n.Progress()\n.StartAsync(async progress =&gt;\n{\nvar reporter = progress.AddTask(\"Running Inference\", maxValue: n_len);\n\nfor (var i = 0; i &lt; n_len; i++)\n{\nif (i != 0)\nawait executor.Infer();\n\n// Sample from the \"unguided\" conversation. This is just a conversation using the same prompt, without any\n// guidance. This serves as a comparison to show the effect of guidance.\nvar u = unguidedSampler.Sample(executor.Context.NativeHandle, unguided.Sample(), Array.Empty&lt;LLamaToken&gt;());\nunguidedDecoder.Add(u);\nunguided.Prompt(u);\n\n// Sample from the \"guided\" conversation. This sampler will internally use the \"guidance\" conversation\n// to steer the conversation. See how this is done in GuidedSampler.ProcessLogits (bottom of this file).\nvar g = guidedSampler.Sample(executor.Context.NativeHandle, guided.Sample(), Array.Empty&lt;LLamaToken&gt;());\nguidedDecoder.Add(g);\n\n// Use this token to advance both guided _and_ guidance. Keeping them in sync (except for the initial prompt).\nguided.Prompt(g);\nguidance.Prompt(g);\n\n// Early exit if we reach the natural end of the guided sentence\nif (g == model.EndOfSentenceToken)\nbreak;\n\n// Update progress bar\nreporter.Increment(1);\n}\n});\n\nAnsiConsole.MarkupLine($\"[green]Unguided:[/][white]{unguidedDecoder.Read().ReplaceLineEndings(\" \")}[/]\");\nAnsiConsole.MarkupLine($\"[green]Guided:[/][white]{guidedDecoder.Read().ReplaceLineEndings(\" \")}[/]\");\n}\n\nprivate class GuidedSampler(Conversation? guidance, float weight)\n: BaseSamplingPipeline\n{\npublic override void Accept(SafeLLamaContextHandle ctx, LLamaToken token)\n{\n}\n\npublic override ISamplingPipeline Clone()\n{\nthrow new NotSupportedException();\n}\n\nprotected override void ProcessLogits(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n{\nif (guidance == null)\nreturn;\n\n// Get the logits generated by the guidance sequences\nvar guidanceLogits = guidance.Sample();\n\n// Use those logits to guide this sequence\nNativeApi.llama_sample_apply_guidance(ctx, logits, guidanceLogits, weight);\n}\n\nprotected override LLamaToken ProcessTokenDataArray(SafeLLamaContextHandle ctx, LLamaTokenDataArray candidates, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n{\ncandidates.Temperature(ctx, 0.8f);\ncandidates.TopK(ctx, 25);\n\nreturn candidates.SampleToken(ctx);\n}\n}\n}\n</code></pre>"},{"location":"Examples/BatchedExecutorRewind/","title":"Batched executor - rewinding to an earlier state","text":"<pre><code>using LLama.Batched;\nusing LLama.Common;\nusing LLama.Native;\nusing LLama.Sampling;\nusing Spectre.Console;\n\nnamespace LLama.Examples.Examples;\n\n/// &lt;summary&gt;\n/// This demonstrates generating tokens and then rewinding to an earlier state\n/// &lt;/summary&gt;\npublic class BatchedExecutorRewind\n{\nprivate const int n_generate = 24;\nprivate const int n_rewind = 12;\nprivate const int n_repeats = 6;\n\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath);\nusing var model = LLamaWeights.LoadFromFile(parameters);\n\nvar prompt = AnsiConsole.Ask(\"Prompt (or ENTER for default):\", \"Not many people know that\");\n\n// Create an executor that can evaluate a batch of conversations together\nusing var executor = new BatchedExecutor(model, parameters);\n\n// Print some info\nvar name = executor.Model.Metadata.GetValueOrDefault(\"general.name\", \"unknown model name\");\nConsole.WriteLine($\"Created executor with model: {name}\");\n\n// Evaluate the initial prompt to create one conversation\nusing var conversation = executor.Create();\nconversation.Prompt(prompt);\n\n// Create the start node wrapping the conversation\nvar node = new Node(executor.Context);\n\n// Print the prompt\nConsole.ForegroundColor = ConsoleColor.Green;\nConsole.WriteLine(prompt);\n\nfor (var i = 0; i &lt; n_repeats; i++)\n{\nfor (var j = 0; j &lt; n_generate; j++)\n{\n// Run inference\nawait executor.Infer();\n\n// Sample a token\nvar token = node.Sample(conversation);\n\n// Continue conversation with this token\nif (j != n_generate - 1)\nconversation.Prompt(token);\n}\n\n// Write out what we generated\nnode.Write(n_rewind, i + 1);\n\n// Rewind back a few tokens\nconversation.Rewind(n_rewind + 1);\n\n// Prompt with a token\nconversation.Prompt(node.GetToken(n_generate - n_rewind - 1));\n\n// Create a new node around the rewound conversation\nnode = new Node(executor.Context);\n}\n\nConsole.WriteLine(\"Press any key to exit demo\");\nConsole.ReadKey(true);\n}\n\nprivate class Node\n{\nprivate readonly LLamaContext _context;\n\nprivate readonly List&lt;LLamaToken&gt; _tokens = new List&lt;LLamaToken&gt;();\nprivate readonly DefaultSamplingPipeline Sampler;\n\npublic Node(LLamaContext context)\n{\n_context = context;\nSampler = new DefaultSamplingPipeline();\n}\n\npublic LLamaToken Sample(Conversation conversation)\n{\nvar token = Sampler.Sample(_context.NativeHandle, conversation.Sample(), Array.Empty&lt;LLamaToken&gt;());\n_tokens.Add(token);\nreturn token;\n}\n\npublic void Write(int n_rewind, int depth)\n{\nvar decoder = new StreamingTokenDecoder(_context);\n\nfor (var i = 0; i &lt; _tokens.Count - n_rewind; i++)\ndecoder.Add(_tokens[i]);\n\nAnsiConsole.MarkupLine($\"[green]{new string(' ', depth * 3) + decoder.Read().ReplaceLineEndings(\" \")}[/]\");\n\nfor (var i = _tokens.Count - n_rewind; i &lt; _tokens.Count; i++)\ndecoder.Add(_tokens[i]);\n\nAnsiConsole.MarkupLine($\"[maroon]{decoder.Read().ReplaceLineEndings(\" \")}[/]\");\n}\n\npublic LLamaToken GetToken(int index)\n{\nreturn _tokens[index];\n}\n}\n}\n</code></pre>"},{"location":"Examples/ChatChineseGB2312/","title":"Chinese LLM - with GB2312 encoding","text":"<pre><code>using System.Text;\nusing LLama.Common;\n\nnamespace LLama.Examples.Examples;\n\n// This example shows how to deal with Chinese input with gb2312 encoding.\npublic class ChatChineseGB2312\n{\nprivate static string ConvertEncoding(string input, Encoding original, Encoding target)\n{\nbyte[] bytes = original.GetBytes(input);\nvar convertedBytes = Encoding.Convert(original, target, bytes);\nreturn target.GetString(convertedBytes);\n}\n\npublic static async Task Run()\n{\n// Register provider for GB2312 encoding\nEncoding.RegisterProvider(CodePagesEncodingProvider.Instance);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"This example shows how to use Chinese with gb2312 encoding, which is common in windows. It's recommended\" +\n\" to use https://huggingface.co/hfl/chinese-alpaca-2-7b-gguf/blob/main/ggml-model-q5_0.gguf, which has been verified by LLamaSharp developers.\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5,\nEncoding = Encoding.UTF8\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InteractiveExecutor(context);\n\nChatSession session;\nif (Directory.Exists(\"Assets/chat-with-kunkun-chinese\"))\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Loading session from disk.\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nsession = new ChatSession(executor);\nsession.LoadSession(\"Assets/chat-with-kunkun-chinese\");\n}\nelse\n{\nvar chatHistoryJson = File.ReadAllText(\"Assets/chat-with-kunkun-chinese.json\");\nChatHistory chatHistory = ChatHistory.FromJson(chatHistoryJson) ?? new ChatHistory();\n\nsession = new ChatSession(executor, chatHistory);\n}\n\nsession\n.WithHistoryTransform(new LLamaTransforms.DefaultHistoryTransform(\"\u7528\u6237\", \"\u5764\u5764\"));\n\nInferenceParams inferenceParams = new InferenceParams()\n{\nTemperature = 0.9f,\nAntiPrompts = new List&lt;string&gt; { \"\u7528\u6237\uff1a\" }\n};\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The chat session has started.\");\n\n// show the prompt\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(\"\u7528\u6237\uff1a\");\nConsole.ForegroundColor = ConsoleColor.Green;\nstring userInput = Console.ReadLine() ?? \"\";\n\nwhile (userInput != \"exit\")\n{\n// Convert the encoding from gb2312 to utf8 for the language model\n// and later saving to the history json file.\nuserInput = ConvertEncoding(userInput, Encoding.GetEncoding(\"gb2312\"), Encoding.UTF8);\n\nif (userInput == \"save\")\n{\nsession.SaveSession(\"Assets/chat-with-kunkun-chinese\");\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Session saved.\");\n}\nelse if (userInput == \"regenerate\")\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Regenerating last response ...\");\n\nawait foreach (\nvar text\nin session.RegenerateAssistantMessageAsync(\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\n\n// Convert the encoding from utf8 to gb2312 for the console output.\nConsole.Write(ConvertEncoding(text, Encoding.UTF8, Encoding.GetEncoding(\"gb2312\")));\n}\n}\nelse\n{\nawait foreach (\nvar text\nin session.ChatAsync(\nnew ChatHistory.Message(AuthorRole.User, userInput),\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(text);\n}\n}\n\nConsole.ForegroundColor = ConsoleColor.Green;\nuserInput = Console.ReadLine() ?? \"\";\n\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n</code></pre>"},{"location":"Examples/ChatSessionStripRoleName/","title":"ChatSession - stripping role names","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples;\n\n// When using chatsession, it's a common case that you want to strip the role names\n// rather than display them. This example shows how to use transforms to strip them.\npublic class ChatSessionStripRoleName\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InteractiveExecutor(context);\n\nvar chatHistoryJson = File.ReadAllText(\"Assets/chat-with-bob.json\");\nChatHistory chatHistory = ChatHistory.FromJson(chatHistoryJson) ?? new ChatHistory();\n\nChatSession session = new(executor, chatHistory);\nsession.WithOutputTransform(new LLamaTransforms.KeywordTextOutputStreamTransform(\nnew string[] { \"User:\", \"Assistant:\" },\nredundancyLength: 8));\n\nInferenceParams inferenceParams = new InferenceParams()\n{\nTemperature = 0.9f,\nAntiPrompts = new List&lt;string&gt; { \"User:\" }\n};\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The chat session has started.\");\n\n// show the prompt\nConsole.ForegroundColor = ConsoleColor.Green;\nstring userInput = Console.ReadLine() ?? \"\";\n\nwhile (userInput != \"exit\")\n{\nawait foreach (\nvar text\nin session.ChatAsync(\nnew ChatHistory.Message(AuthorRole.User, userInput),\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(text);\n}\n\nConsole.ForegroundColor = ConsoleColor.Green;\nuserInput = Console.ReadLine() ?? \"\";\n\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n</code></pre>"},{"location":"Examples/ChatSessionWithHistory/","title":"ChatSession - with history","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples;\n\n// This example shows how to save the state and history of chat session and load it again.\npublic class ChatSessionWithHistory\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InteractiveExecutor(context);\n\nChatSession session;\nif (Directory.Exists(\"Assets/chat-with-bob\"))\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Loading session from disk.\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nsession = new ChatSession(executor);\nsession.LoadSession(\"Assets/chat-with-bob\");\n}\nelse\n{\nvar chatHistoryJson = File.ReadAllText(\"Assets/chat-with-bob.json\");\nChatHistory chatHistory = ChatHistory.FromJson(chatHistoryJson) ?? new ChatHistory();\n\nsession = new ChatSession(executor, chatHistory);\n}\n\nsession.WithOutputTransform(new LLamaTransforms.KeywordTextOutputStreamTransform(\nnew string[] { \"User:\", \"Assistant:\" },\nredundancyLength: 8));\n\nInferenceParams inferenceParams = new InferenceParams()\n{\nTemperature = 0.9f,\nAntiPrompts = new List&lt;string&gt; { \"User:\" }\n};\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The chat session has started.\");\nConsole.WriteLine(\"Type 'exit' to end the chat session.\");\nConsole.WriteLine(\"Type 'save' to save the chat session to disk.\");\nConsole.WriteLine(\"Type 'load' to load the chat session from disk.\");\nConsole.WriteLine(\"Type 'regenerate' to regenerate the last response.\");\n\n// show the prompt\nConsole.ForegroundColor = ConsoleColor.Green;\nstring userInput = Console.ReadLine() ?? \"\";\n\nwhile (userInput != \"exit\")\n{\n// Save the chat state to disk\nif (userInput == \"save\")\n{\nsession.SaveSession(\"Assets/chat-with-bob\");\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Session saved.\");\n}\n// Load the chat state from disk\nelse if (userInput == \"load\")\n{\nsession.LoadSession(\"Assets/chat-with-bob\");\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Session loaded.\");\n}\nelse if (userInput == \"regenerate\")\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Regenerating last response ...\");\n\nawait foreach (\nvar text\nin session.RegenerateAssistantMessageAsync(\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(text);\n}\n}\nelse\n{\nawait foreach (\nvar text\nin session.ChatAsync(\nnew ChatHistory.Message(AuthorRole.User, userInput),\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(text);\n}\n}\n\nConsole.ForegroundColor = ConsoleColor.Green;\nuserInput = Console.ReadLine() ?? \"\";\n\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n</code></pre>"},{"location":"Examples/ChatSessionWithRestart/","title":"ChatSession - restarting","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples;\n\n// This example shows how to restart the chat session\npublic class ChatSessionWithRestart\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InteractiveExecutor(context);\n\nvar chatHistoryJson = File.ReadAllText(\"Assets/chat-with-bob.json\");\nChatHistory chatHistory = ChatHistory.FromJson(chatHistoryJson) ?? new ChatHistory();\nChatSession prototypeSession = await ChatSession.InitializeSessionFromHistoryAsync(executor, chatHistory);\nprototypeSession.WithOutputTransform(new LLamaTransforms.KeywordTextOutputStreamTransform(\nnew string[] { \"User:\", \"Assistant:\" },\nredundancyLength: 8));\nvar resetState = prototypeSession.GetSessionState();\n\nChatSession session = new ChatSession(executor);\nsession.LoadSession(resetState);\n\nInferenceParams inferenceParams = new InferenceParams()\n{\nTemperature = 0.9f,\nAntiPrompts = new List&lt;string&gt; { \"User:\" }\n};\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The chat session has started. Starting point saved.\");\nConsole.WriteLine(\"Type 'exit' to end the chat session.\");\nConsole.WriteLine(\"Type 'save' to save chat session state in memory.\");\nConsole.WriteLine(\"Type 'reset' to reset the chat session to its saved state.\");\nConsole.WriteLine(\"Type 'answer for assistant' to add and process provided user and assistant messages.\");\n\n// show the prompt\nConsole.ForegroundColor = ConsoleColor.Green;\nstring userInput = Console.ReadLine() ?? \"\";\n\nwhile (userInput != \"exit\")\n{\n// Load the session state from the reset state\nif(userInput == \"reset\")\n{\nsession.LoadSession(resetState);\nConsole.WriteLine($\"Reset to history:\\n{session.HistoryTransform.HistoryToText(session.History)}\");\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Session reset.\");\n}\n// Assign new reset state.\nelse if (userInput == \"save\")\n{\nresetState = session.GetSessionState();\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Session saved.\");\n}\n// Provide user and override assistant answer with your own.\nelse if (userInput == \"answer for assistant\")\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Provide user input: \");\n\nConsole.ForegroundColor = ConsoleColor.Green;\nstring userInputOverride = Console.ReadLine() ?? \"\";\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Provide assistant input: \");\n\nConsole.ForegroundColor = ConsoleColor.Green;\nstring assistantInputOverride = Console.ReadLine() ?? \"\";\n\nawait session.AddAndProcessUserMessage(userInputOverride);\nawait session.AddAndProcessAssistantMessage(assistantInputOverride);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"User and assistant messages processed. Provide next user message:\");\n}\nelse\n{\nawait foreach (\nvar text\nin session.ChatAsync(\nnew ChatHistory.Message(AuthorRole.User, userInput),\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(text);\n}\n}\n\nConsole.ForegroundColor = ConsoleColor.Green;\nuserInput = Console.ReadLine() ?? \"\";\n\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n</code></pre>"},{"location":"Examples/ChatSessionWithRoleName/","title":"ChatSession - Basic","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples;\n\n// The basic example for using ChatSession\npublic class ChatSessionWithRoleName\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InteractiveExecutor(context);\n\nvar chatHistoryJson = File.ReadAllText(\"Assets/chat-with-bob.json\");\nChatHistory chatHistory = ChatHistory.FromJson(chatHistoryJson) ?? new ChatHistory();\n\nChatSession session = new(executor, chatHistory);\n\nInferenceParams inferenceParams = new InferenceParams()\n{\nTemperature = 0.9f,\nAntiPrompts = new List&lt;string&gt; { \"User:\" }\n};\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The chat session has started.\");\n\n// show the prompt\nConsole.ForegroundColor = ConsoleColor.Green;\nstring userInput = Console.ReadLine() ?? \"\";\n\nwhile (userInput != \"exit\")\n{\nawait foreach (\nvar text\nin session.ChatAsync(\nnew ChatHistory.Message(AuthorRole.User, userInput),\ninferenceParams))\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(text);\n}\n\nConsole.ForegroundColor = ConsoleColor.Green;\nuserInput = Console.ReadLine() ?? \"\";\n\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n</code></pre>"},{"location":"Examples/CodingAssistant/","title":"Coding assistant","text":"<pre><code>namespace LLama.Examples.Examples\n{\nusing LLama.Common;\nusing System;\n\n// This example shows how to apply code completion as a coding assistant\ninternal class CodingAssistant\n{\n// Source paper with example prompts:\n// https://doi.org/10.48550/arXiv.2308.12950\nconst string InstructionPrefix = \"[INST]\";\nconst string InstructionSuffix = \"[/INST]\";\nconst string SystemInstruction = \"You're an intelligent, concise coding assistant. \" +\n\"Wrap code in ``` for readability. Don't repeat yourself. \" +\n\"Use best practice and good coding standards.\";\n\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\nif (!modelPath.Contains(\"codellama\", StringComparison.InvariantCultureIgnoreCase))\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"WARNING: the model you selected is not a Code LLama model!\");\nConsole.WriteLine(\"For this example we specifically recommend 'codellama-7b-instruct.Q4_K_S.gguf'\");\nConsole.WriteLine(\"Press ENTER to continue...\");\nConsole.ReadLine();\n}\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 4096\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InstructExecutor(context, InstructionPrefix, InstructionSuffix, null);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the LLM will follow your instructions.\" +\n\"\\nIt's a 7B Code Llama, so it's trained for programming tasks like \\\"Write a C# function reading \" +\n\"a file name from a given URI\\\" or \\\"Write some programming interview questions\\\".\" +\n\"\\nWrite 'exit' to exit\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nvar inferenceParams = new InferenceParams()\n{\nTemperature = 0.8f,\nMaxTokens = -1,\n};\n\nstring instruction = $\"{SystemInstruction}\\n\\n\";\nawait Console.Out.WriteAsync(\"Instruction: \");\ninstruction += Console.ReadLine() ?? \"Ask me for instructions.\";\nwhile (instruction != \"exit\")\n{\n\nConsole.ForegroundColor = ConsoleColor.Green;\nawait foreach (var text in executor.InferAsync(instruction + Environment.NewLine, inferenceParams))\n{\nConsole.Write(text);\n}\nConsole.ForegroundColor = ConsoleColor.White;\n\nawait Console.Out.WriteAsync(\"Instruction: \");\ninstruction = Console.ReadLine() ?? \"Ask me for instructions.\";\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/GetEmbeddings/","title":"Get embeddings","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples\n{\n// This example shows how to get embeddings from a text prompt.\npublic class GetEmbeddings\n{\npublic static void Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nConsole.ForegroundColor = ConsoleColor.DarkGray;\nvar @params = new ModelParams(modelPath) { EmbeddingMode = true };\nusing var weights = LLamaWeights.LoadFromFile(@params);\nvar embedder = new LLamaEmbedder(weights, @params);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\n\"\"\"\nThis example displays embeddings from a text prompt.\nEmbeddings are numerical codes that represent information like words, images, or concepts.\nThese codes capture important relationships between those objects, like how similar words are in meaning or how close images are visually.\nThis allows machine learning models to efficiently understand and process complex data.\nEmbeddings of a text in LLM is sometimes useful, for example, to train other MLP models.\n\"\"\"); // NOTE: this description was AI generated\n\nwhile (true)\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(\"Please input your text: \");\nConsole.ForegroundColor = ConsoleColor.Green;\nvar text = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\n\nfloat[] embeddings = embedder.GetEmbeddings(text).Result;\nConsole.WriteLine($\"Embeddings contain {embeddings.Length:N0} floating point values:\");\nConsole.ForegroundColor = ConsoleColor.DarkGray;\nConsole.WriteLine(string.Join(\", \", embeddings.Take(20)) + \", ...\");\nConsole.WriteLine();\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/GrammarJsonResponse/","title":"Grammar - json response","text":"<pre><code>using LLama.Common;\nusing LLama.Grammars;\n\nnamespace LLama.Examples.Examples\n{\n// This example shows how to get response in json format using grammar.\npublic class GrammarJsonResponse\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar gbnf = File.ReadAllText(\"Assets/json.gbnf\").Trim();\nvar grammar = Grammar.Parse(gbnf, \"root\");\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nvar ex = new StatelessExecutor(model, parameters);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the LLM will follow your instructions and always respond in a JSON format. For example, you can input \\\"Tell me the attributes of a good dish\\\"\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nusing var grammarInstance = grammar.CreateInstance();\nvar inferenceParams = new InferenceParams()\n{\nTemperature = 0.6f,\nAntiPrompts = new List&lt;string&gt; { \"Question:\", \"#\", \"Question: \", \".\\n\" },\nMaxTokens = 50,\nGrammar = grammarInstance\n};\n\nwhile (true)\n{\nConsole.Write(\"\\nQuestion: \");\nConsole.ForegroundColor = ConsoleColor.Green;\nvar prompt = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(\"Answer: \");\nprompt = $\"Question: {prompt?.Trim()} Answer: \";\nawait foreach (var text in ex.InferAsync(prompt, inferenceParams))\n{\nConsole.Write(text);\n}\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/InstructModeExecute/","title":"Instruct executor - basic","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples\n{\n// This example shows how to use InstructExecutor to generate the response.\npublic class InstructModeExecute\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar prompt = File.ReadAllText(\"Assets/dan.txt\").Trim();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar executor = new InstructExecutor(context);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the LLM will follow your instructions. For example, you can input \\\"Write a story about a fox who want to \" +\n\"make friend with human, no less than 200 words.\\\"\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nvar inferenceParams = new InferenceParams() { Temperature = 0.8f, MaxTokens = 600 };\n\nwhile (true)\n{\nawait foreach (var text in executor.InferAsync(prompt, inferenceParams))\n{\nConsole.Write(text);\n}\nConsole.ForegroundColor = ConsoleColor.Green;\nprompt = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/InteractiveModeExecute/","title":"Interactive executor - basic","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples\n{\n// This is an example which shows how to chat with LLM with InteractiveExecutor.\npublic class InteractiveModeExecute\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar prompt = (await File.ReadAllTextAsync(\"Assets/chat-with-bob.txt\")).Trim();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar ex = new InteractiveExecutor(context);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the prompt is printed, the maximum tokens is set to 128 and the context size is 256. (an example for small scale usage)\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nConsole.Write(prompt);\n\nvar inferenceParams = new InferenceParams() { Temperature = 0.6f, AntiPrompts = new List&lt;string&gt; { \"User:\" }, MaxTokens = 128 };\n\nwhile (true)\n{\nawait foreach (var text in ex.InferAsync(prompt, inferenceParams))\n{\nConsole.Write(text);\n}\nConsole.ForegroundColor = ConsoleColor.Green;\nprompt = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/KernelMemory/","title":"Kernel memory integration - basic","text":"<pre><code>using LLamaSharp.KernelMemory;\nusing Microsoft.KernelMemory;\nusing Microsoft.KernelMemory.Configuration;\nusing System.Diagnostics;\n\nnamespace LLama.Examples.Examples\n{\n// This example is from Microsoft's official kernel memory \"custom prompts\" example:\n// https://github.com/microsoft/kernel-memory/blob/6d516d70a23d50c6cb982e822e6a3a9b2e899cfa/examples/101-dotnet-custom-Prompts/Program.cs#L1-L86\n\n// Microsoft.KernelMemory has more features than Microsoft.SemanticKernel.\n// See https://microsoft.github.io/kernel-memory/ for details.\n\npublic class KernelMemory\n{\npublic static async Task Run()\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\n\"\"\"\n\nThis program uses the Microsoft.KernelMemory package to ingest documents\nand answer questions about them in an interactive chat prompt.\n\n\"\"\");\n\n// Setup the kernel memory with the LLM model\nstring modelPath = UserSettings.GetModelPath();\nIKernelMemory memory = CreateMemory(modelPath);\n\n// Ingest documents (format is automatically detected from the filename)\nstring[] filesToIngest = [\nPath.GetFullPath(@\"./Assets/sample-SK-Readme.pdf\"),\nPath.GetFullPath(@\"./Assets/sample-KM-Readme.pdf\"),\n];\n\nfor (int i = 0; i &lt; filesToIngest.Length; i++)\n{\nstring path = filesToIngest[i];\nStopwatch sw = Stopwatch.StartNew();\nConsole.ForegroundColor = ConsoleColor.Blue;\nConsole.WriteLine($\"Importing {i + 1} of {filesToIngest.Length}: {path}\");\nawait memory.ImportDocumentAsync(path, steps: Constants.PipelineWithoutSummary);\nConsole.WriteLine($\"Completed in {sw.Elapsed}\\n\");\n}\n\n// Ask a predefined question\nConsole.ForegroundColor = ConsoleColor.Green;\nstring question1 = \"What formats does KM support\";\nConsole.WriteLine($\"Question: {question1}\");\nawait AnswerQuestion(memory, question1);\n\n// Let the user ask additional questions\nwhile (true)\n{\nConsole.ForegroundColor = ConsoleColor.Green;\nConsole.Write(\"Question: \");\nstring question = Console.ReadLine()!;\nif (string.IsNullOrEmpty(question))\nreturn;\n\nawait AnswerQuestion(memory, question);\n}\n}\n\nprivate static IKernelMemory CreateMemory(string modelPath)\n{\nCommon.InferenceParams infParams = new() { AntiPrompts = [\"\\n\\n\"] };\n\nLLamaSharpConfig lsConfig = new(modelPath) { DefaultInferenceParams = infParams };\n\nSearchClientConfig searchClientConfig = new()\n{\nMaxMatchesCount = 1,\nAnswerTokens = 100,\n};\n\nTextPartitioningOptions parseOptions = new()\n{\nMaxTokensPerParagraph = 300,\nMaxTokensPerLine = 100,\nOverlappingTokens = 30\n};\n\nreturn new KernelMemoryBuilder()\n.WithLLamaSharpDefaults(lsConfig)\n.WithSearchClientConfig(searchClientConfig)\n.With(parseOptions)\n.Build();\n}\n\nprivate static async Task AnswerQuestion(IKernelMemory memory, string question)\n{\nStopwatch sw = Stopwatch.StartNew();\nConsole.ForegroundColor = ConsoleColor.DarkGray;\nConsole.WriteLine($\"Generating answer...\");\n\nMemoryAnswer answer = await memory.AskAsync(question);\nConsole.WriteLine($\"Answer generated in {sw.Elapsed}\");\n\nConsole.ForegroundColor = ConsoleColor.Gray;\nConsole.WriteLine($\"Answer: {answer.Result}\");\nforeach (var source in answer.RelevantSources)\n{\nConsole.WriteLine($\"Source: {source.SourceName}\");\n}\nConsole.WriteLine();\n}\n}\n}\n</code></pre>"},{"location":"Examples/KernelMemorySaveAndLoad/","title":"Kernel-memory - save &amp; load","text":"<pre><code>using LLamaSharp.KernelMemory;\nusing Microsoft.KernelMemory;\nusing Microsoft.KernelMemory.Configuration;\nusing Microsoft.KernelMemory.ContentStorage.DevTools;\nusing Microsoft.KernelMemory.FileSystem.DevTools;\nusing Microsoft.KernelMemory.MemoryStorage.DevTools;\nusing System.Diagnostics;\n\nnamespace LLama.Examples.Examples;\n\n// This example shows how to use kernel-memory integration with pre-saved embeddings.\npublic class KernelMemorySaveAndLoad\n{\nstatic string StorageFolder =&gt; Path.GetFullPath($\"./storage-{nameof(KernelMemorySaveAndLoad)}\");\nstatic bool StorageExists =&gt; Directory.Exists(StorageFolder) &amp;&amp; Directory.GetDirectories(StorageFolder).Length &gt; 0;\n\npublic static async Task Run()\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\n\"\"\"\n\nThis program uses the Microsoft.KernelMemory package to ingest documents\nand store the embeddings as local files so they can be quickly recalled\nwhen this application is launched again. \"\"\");\n\nstring modelPath = UserSettings.GetModelPath();\nIKernelMemory memory = CreateMemoryWithLocalStorage(modelPath);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nif (StorageExists)\n{\nConsole.WriteLine(\n\"\"\"\n\nKernel memory files have been located!\nInformation about previously analyzed documents has been loaded.\n\n\"\"\");\n}\nelse\n{\nConsole.WriteLine(\n$\"\"\"\n\nExisting kernel memory was not found.\nDocuments will be analyzed (slow) and information saved to disk.\nAnalysis will not be required the next time this program is run.\nPress ENTER to proceed...\n\n\"\"\");\nConsole.ReadLine();\nawait IngestDocuments(memory);\n}\n\nawait AskSingleQuestion(memory, \"What formats does KM support?\");\nawait StartUserChatSession(memory);\n}\n\nprivate static IKernelMemory CreateMemoryWithLocalStorage(string modelPath)\n{\nCommon.InferenceParams infParams = new() { AntiPrompts = [\"\\n\\n\"] };\n\nLLamaSharpConfig lsConfig = new(modelPath) { DefaultInferenceParams = infParams };\n\nSearchClientConfig searchClientConfig = new()\n{\nMaxMatchesCount = 1,\nAnswerTokens = 100,\n};\n\nTextPartitioningOptions parseOptions = new()\n{\nMaxTokensPerParagraph = 300,\nMaxTokensPerLine = 100,\nOverlappingTokens = 30\n};\n\nSimpleFileStorageConfig storageConfig = new()\n{\nDirectory = StorageFolder,\nStorageType = FileSystemTypes.Disk,\n};\n\nSimpleVectorDbConfig vectorDbConfig = new()\n{\nDirectory = StorageFolder,\nStorageType = FileSystemTypes.Disk,\n};\n\nConsole.ForegroundColor = ConsoleColor.Blue;\nConsole.WriteLine($\"Kernel memory folder: {StorageFolder}\");\n\nConsole.ForegroundColor = ConsoleColor.DarkGray;\nreturn new KernelMemoryBuilder()\n.WithSimpleFileStorage(storageConfig)\n.WithSimpleVectorDb(vectorDbConfig)\n.WithLLamaSharpDefaults(lsConfig)\n.WithSearchClientConfig(searchClientConfig)\n.With(parseOptions)\n.Build();\n}\n\nprivate static async Task AskSingleQuestion(IKernelMemory memory, string question)\n{\nConsole.ForegroundColor = ConsoleColor.Green;\nConsole.WriteLine($\"Question: {question}\");\nawait ShowAnswer(memory, question);\n}\n\nprivate static async Task StartUserChatSession(IKernelMemory memory)\n{\nwhile (true)\n{\nConsole.ForegroundColor = ConsoleColor.Green;\nConsole.Write(\"Question: \");\nstring question = Console.ReadLine()!;\nif (string.IsNullOrEmpty(question))\nreturn;\n\nawait ShowAnswer(memory, question);\n}\n}\n\nprivate static async Task IngestDocuments(IKernelMemory memory)\n{\nstring[] filesToIngest = [\nPath.GetFullPath(@\"./Assets/sample-SK-Readme.pdf\"),\nPath.GetFullPath(@\"./Assets/sample-KM-Readme.pdf\"),\n];\n\nfor (int i = 0; i &lt; filesToIngest.Length; i++)\n{\nstring path = filesToIngest[i];\nStopwatch sw = Stopwatch.StartNew();\nConsole.ForegroundColor = ConsoleColor.Blue;\nConsole.WriteLine($\"Importing {i + 1} of {filesToIngest.Length}: {path}\");\nawait memory.ImportDocumentAsync(path, steps: Constants.PipelineWithoutSummary);\nConsole.WriteLine($\"Completed in {sw.Elapsed}\\n\");\n}\n}\n\nprivate static async Task ShowAnswer(IKernelMemory memory, string question)\n{\nStopwatch sw = Stopwatch.StartNew();\nConsole.ForegroundColor = ConsoleColor.DarkGray;\nConsole.WriteLine($\"Generating answer...\");\n\nMemoryAnswer answer = await memory.AskAsync(question);\nConsole.WriteLine($\"Answer generated in {sw.Elapsed}\");\n\nConsole.ForegroundColor = ConsoleColor.Gray;\nConsole.WriteLine($\"Answer: {answer.Result}\");\nforeach (var source in answer.RelevantSources)\n{\nConsole.WriteLine($\"Source: {source.SourceName}\");\n}\nConsole.WriteLine();\n}\n}\n</code></pre>"},{"location":"Examples/LLavaInteractiveModeExecute/","title":"LLaVA - basic","text":"<pre><code>using System.Text.RegularExpressions;\nusing LLama.Batched;\nusing LLama.Common;\nusing Spectre.Console;\n\nnamespace LLama.Examples.Examples\n{\n// This example shows how to chat with LLaVA model with both image and text as input.\n// It uses the interactive executor to inference.\npublic class LlavaInteractiveModeExecute\n{\npublic static async Task Run()\n{\nstring multiModalProj = UserSettings.GetMMProjPath();\nstring modelPath = UserSettings.GetModelPath();\nstring modelImage = UserSettings.GetImagePath();\nconst int maxTokens = 1024;\n\nvar prompt = $\"{{{modelImage}}}\\nUSER:\\nProvide a full description of the image.\\nASSISTANT:\\n\";\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 4096,\nSeed = 1337,\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\n\n// Llava Init\nusing var clipModel = LLavaWeights.LoadFromFile(multiModalProj);\n\nvar ex = new InteractiveExecutor(context, clipModel );\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the prompt is printed, the maximum tokens is set to {0} and the context size is {1}.\", maxTokens, parameters.ContextSize );\nConsole.WriteLine(\"To send an image, enter its filename in curly braces, like this {c:/image.jpg}.\");  var inferenceParams = new InferenceParams() { Temperature = 0.1f, AntiPrompts = new List&lt;string&gt; { \"\\nUSER:\" }, MaxTokens = maxTokens };\n\ndo\n{\n\n// Evaluate if we have images\n//\nvar imageMatches = Regex.Matches(prompt, \"{([^}]*)}\").Select(m =&gt; m.Value);\nvar imageCount = imageMatches.Count();\nvar hasImages = imageCount &gt; 0;\nbyte[][] imageBytes = null;\n\nif (hasImages)\n{\nvar imagePathsWithCurlyBraces = Regex.Matches(prompt, \"{([^}]*)}\").Select(m =&gt; m.Value);\nvar imagePaths = Regex.Matches(prompt, \"{([^}]*)}\").Select(m =&gt; m.Groups[1].Value);\n\ntry\n{\nimageBytes = imagePaths.Select(File.ReadAllBytes).ToArray();\n}\ncatch (IOException exception)\n{\nConsole.ForegroundColor = ConsoleColor.Red;\nConsole.Write(\n$\"Could not load your {(imageCount == 1 ? \"image\" : \"images\")}:\");\nConsole.Write($\"{exception.Message}\");\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Please try again.\");\nbreak;\n}\n\n\nint index = 0;\nforeach (var path in imagePathsWithCurlyBraces)\n{\n// First image replace to tag &lt;image, the rest of the images delete the tag\nif (index++ == 0)\nprompt = prompt.Replace(path, \"&lt;image&gt;\");\nelse\nprompt = prompt.Replace(path, \"\");\n}\n\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine($\"Here are the images, that are sent to the chat model in addition to your message.\");\nConsole.WriteLine();\n\nforeach (var consoleImage in imageBytes?.Select(bytes =&gt; new CanvasImage(bytes)))\n{\nconsoleImage.MaxWidth = 50;\nAnsiConsole.Write(consoleImage);\n}\n\nConsole.WriteLine();\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine($\"The images were scaled down for the console only, the model gets full versions.\");\nConsole.WriteLine($\"Write /exit or press Ctrl+c to return to main menu.\");\nConsole.WriteLine();\n\n\n// Initilize Images in executor\n//\nex.ImagePaths = imagePaths.ToList();\n}\n\nConsole.ForegroundColor = Color.White;\nawait foreach (var text in ex.InferAsync(prompt, inferenceParams))\n{\nConsole.Write(text);\n}\nConsole.Write(\" \");\nConsole.ForegroundColor = ConsoleColor.Green;\nprompt = Console.ReadLine();\nConsole.WriteLine();\n\n// let the user finish with exit\n//\nif (prompt.Equals(\"/exit\", StringComparison.OrdinalIgnoreCase))\nbreak;\n\n}\nwhile(true);\n}\n}\n}\n</code></pre>"},{"location":"Examples/LoadAndSaveSession/","title":"ChatSession - load &amp; save","text":"<p>\u26a0\ufe0fWarning: this example has been outdated for the latest version of LLamaSharp, please refer to this example to see how to save and load state for <code>ChatSession</code>. If you are using some old versions of LLamaSharp, this example may help you.</p> <pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples\n{\npublic class SaveAndLoadSession\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar prompt = (await File.ReadAllTextAsync(\"Assets/chat-with-bob.txt\")).Trim();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar ex = new InteractiveExecutor(context);\n\nvar session = new ChatSession(ex);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The chat session has started. In this example, the prompt is printed for better visual result. Input \\\"save\\\" to save and reload the session.\");\nConsole.ForegroundColor = ConsoleColor.White;\n\n// show the prompt\nConsole.Write(prompt);\nwhile (true)\n{\nawait foreach (\nvar text\nin session.ChatAsync(\nnew ChatHistory.Message(AuthorRole.User, prompt),\nnew InferenceParams()\n{\nTemperature = 0.6f,\nAntiPrompts = new List&lt;string&gt; { \"User:\" }\n}))\n{\nConsole.Write(text);\n}\n\nConsole.ForegroundColor = ConsoleColor.Green;\nprompt = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\nif (prompt == \"save\")\n{\nConsole.Write(\"Preparing to save the state, please input the path you want to save it: \");\nConsole.ForegroundColor = ConsoleColor.Green;\nvar statePath = Console.ReadLine();\nsession.SaveSession(statePath);\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Saved session!\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nex.Context.Dispose();\nex = new(new LLamaContext(model, parameters));\nsession = new ChatSession(ex);\nsession.LoadSession(statePath);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Loaded session!\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nConsole.Write(\"Now you can continue your session: \");\nConsole.ForegroundColor = ConsoleColor.Green;\nprompt = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/LoadAndSaveState/","title":"Executor - save/load state","text":"<pre><code>using LLama.Common;\n\nnamespace LLama.Examples.Examples\n{\n// This example shows how to save/load state of the executor.\npublic class LoadAndSaveState\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar prompt = (await File.ReadAllTextAsync(\"Assets/chat-with-bob.txt\")).Trim();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\nvar ex = new InteractiveExecutor(context);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the prompt is printed, \" +\n\"the maximum tokens is set to 64 and the context size is 256. (an example for small scale usage)\");\n\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(prompt);\n\nvar inferenceParams = new InferenceParams() { Temperature = 0.6f, AntiPrompts = new List&lt;string&gt; { \"User:\" } };\n\nwhile (true)\n{\nawait foreach (var text in ex.InferAsync(prompt, inferenceParams))\n{\nConsole.Write(text);\n}\n\nprompt = Console.ReadLine();\nif (prompt == \"save\")\n{\nConsole.Write(\"Your path to save model state: \");\nvar modelStatePath = Console.ReadLine();\nex.Context.SaveState(modelStatePath);\n\nConsole.Write(\"Your path to save executor state: \");\nvar executorStatePath = Console.ReadLine();\nawait ex.SaveState(executorStatePath);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"All states saved!\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nvar ctx = ex.Context;\nctx.LoadState(modelStatePath);\nex = new InteractiveExecutor(ctx);\nawait ex.LoadState(executorStatePath);\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"Loaded state!\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nConsole.Write(\"Now you can continue your session: \");\nConsole.ForegroundColor = ConsoleColor.Green;\nprompt = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\n}\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/QuantizeModel/","title":"Quantization","text":"<pre><code>namespace LLama.Examples.Examples\n{\npublic class QuantizeModel\n{\npublic static void Run()\n{\nstring inputPath = UserSettings.GetModelPath();\n\nConsole.Write(\"Please input your output model path: \");\nvar outputPath = Console.ReadLine();\n\nConsole.Write(\"Please input the quantize type (one of q4_0, q4_1, q5_0, q5_1, q8_0): \");\nvar quantizeType = Console.ReadLine();\n\nif (LLamaQuantizer.Quantize(inputPath, outputPath, quantizeType))\n{\nConsole.WriteLine(\"Quantization succeeded!\");\n}\nelse\n{\nConsole.WriteLine(\"Quantization failed!\");\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/SemanticKernelChat/","title":"Semantic-kernel - chat","text":"<pre><code>using LLama.Common;\nusing LLamaSharp.SemanticKernel.ChatCompletion;\nusing Microsoft.SemanticKernel.ChatCompletion;\n\nnamespace LLama.Examples.Examples\n{\npublic class SemanticKernelChat\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"This example is from: \\n\" +\n\"https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/KernelSyntaxExamples/Example17_ChatGPT.cs\");\n\n// Load weights into memory\nvar parameters = new ModelParams(modelPath);\nusing var model = LLamaWeights.LoadFromFile(parameters);\nvar ex = new StatelessExecutor(model, parameters);\n\nvar chatGPT = new LLamaSharpChatCompletion(ex);\n\nvar chatHistory = chatGPT.CreateNewChat(\"This is a conversation between the \" +\n\"assistant and the user. \\n\\n You are a librarian, expert about books. \");\n\nConsole.WriteLine(\"Chat content:\");\nConsole.WriteLine(\"------------------------\");\n\nchatHistory.AddUserMessage(\"Hi, I'm looking for book suggestions\");\nawait MessageOutputAsync(chatHistory);\n\n// First bot assistant message\nvar reply = await chatGPT.GetChatMessageContentAsync(chatHistory);\nchatHistory.AddAssistantMessage(reply.Content);\nawait MessageOutputAsync(chatHistory);\n\n// Second user message\nchatHistory.AddUserMessage(\"I love history and philosophy, I'd like to learn \" +\n\"something new about Greece, any suggestion\");\nawait MessageOutputAsync(chatHistory);\n\n// Second bot assistant message\nreply = await chatGPT.GetChatMessageContentAsync(chatHistory);\nchatHistory.AddAssistantMessage(reply.Content);\nawait MessageOutputAsync(chatHistory);\n}\n\n/// &lt;summary&gt;\n/// Outputs the last message of the chat history\n/// &lt;/summary&gt;\nprivate static Task MessageOutputAsync(Microsoft.SemanticKernel.ChatCompletion.ChatHistory chatHistory)\n{\nvar message = chatHistory.Last();\n\nConsole.WriteLine($\"{message.Role}: {message.Content}\");\nConsole.WriteLine(\"------------------------\");\n\nreturn Task.CompletedTask;\n}\n}\n}\n</code></pre>"},{"location":"Examples/SemanticKernelMemory/","title":"Semantic-kernel - with kernel-memory","text":"<p>Semantic Memory allows to store your data like traditional DBs, adding the ability to query it using natural language.</p> <pre><code>using LLama.Common;\nusing Microsoft.SemanticKernel.Memory;\nusing LLamaSharp.SemanticKernel.TextEmbedding;\n\nnamespace LLama.Examples.Examples\n{\npublic class SemanticKernelMemory\n{\nprivate const string MemoryCollectionName = \"SKGitHub\";\n\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nConsole.WriteLine(\"This example is from: \\n\" +\n\"https://github.com/microsoft/semantic-kernel/blob/main/dotnet/samples/KernelSyntaxExamples/Example14_SemanticMemory.cs\");\n\nvar seed = 1337u;\n// Load weights into memory\nvar parameters = new ModelParams(modelPath)\n{\nSeed = seed,\nEmbeddingMode = true\n};\n\nusing var model = LLamaWeights.LoadFromFile(parameters);\nvar embedding = new LLamaEmbedder(model, parameters);\n\nConsole.WriteLine(\"====================================================\");\nConsole.WriteLine(\"======== Semantic Memory (volatile, in RAM) ========\");\nConsole.WriteLine(\"====================================================\");\n\n/* You can build your own semantic memory combining an Embedding Generator\n             * with a Memory storage that supports search by similarity (ie semantic search).\n             *\n             * In this example we use a volatile memory, a local simulation of a vector DB.\n             *\n             * You can replace VolatileMemoryStore with Qdrant (see QdrantMemoryStore connector)\n             * or implement your connectors for Pinecone, Vespa, Postgres + pgvector, SQLite VSS, etc.\n             */\n\nvar memory = new MemoryBuilder()\n.WithTextEmbeddingGeneration(new LLamaSharpEmbeddingGeneration(embedding))\n.WithMemoryStore(new VolatileMemoryStore())\n.Build();\n\nawait RunExampleAsync(memory);\n}\n\nprivate static async Task RunExampleAsync(ISemanticTextMemory memory)\n{\nawait StoreMemoryAsync(memory);\n\nawait SearchMemoryAsync(memory, \"How do I get started?\");\n\n/*\n            Output:\n\n            Query: How do I get started?\n\n            Result 1:\n              URL:     : https://github.com/microsoft/semantic-kernel/blob/main/README.md\n              Title    : README: Installation, getting started, and how to contribute\n\n            Result 2:\n              URL:     : https://github.com/microsoft/semantic-kernel/blob/main/samples/dotnet-jupyter-notebooks/00-getting-started.ipynb\n              Title    : Jupyter notebook describing how to get started with the Semantic Kernel\n\n            */\n\nawait SearchMemoryAsync(memory, \"Can I build a chat with SK?\");\n\n/*\n            Output:\n\n            Query: Can I build a chat with SK?\n\n            Result 1:\n              URL:     : https://github.com/microsoft/semantic-kernel/tree/main/samples/skills/ChatSkill/ChatGPT\n              Title    : Sample demonstrating how to create a chat skill interfacing with ChatGPT\n\n            Result 2:\n              URL:     : https://github.com/microsoft/semantic-kernel/blob/main/samples/apps/chat-summary-webapp-react/README.md\n              Title    : README: README associated with a sample chat summary react-based webapp\n\n            */\n\nawait SearchMemoryAsync(memory, \"Jupyter notebook\");\n\nawait SearchMemoryAsync(memory, \"README: README associated with a sample chat summary react-based webapp\");\n\nawait SearchMemoryAsync(memory, \"Jupyter notebook describing how to pass prompts from a file to a semantic skill or function\");\n}\n\nprivate static async Task SearchMemoryAsync(ISemanticTextMemory memory, string query)\n{\nConsole.WriteLine(\"\\nQuery: \" + query + \"\\n\");\n\nvar memories = memory.SearchAsync(MemoryCollectionName, query, limit: 10, minRelevanceScore: 0.5);\n\nint i = 0;\nawait foreach (MemoryQueryResult result in memories)\n{\nConsole.WriteLine($\"Result {++i}:\");\nConsole.WriteLine(\"  URL:     : \" + result.Metadata.Id);\nConsole.WriteLine(\"  Title    : \" + result.Metadata.Description);\nConsole.WriteLine(\"  Relevance: \" + result.Relevance);\nConsole.WriteLine();\n}\n\nConsole.WriteLine(\"----------------------\");\n}\n\nprivate static async Task StoreMemoryAsync(ISemanticTextMemory memory)\n{\n/* Store some data in the semantic memory.\n             *\n             * When using Azure Cognitive Search the data is automatically indexed on write.\n             *\n             * When using the combination of VolatileStore and Embedding generation, SK takes\n             * care of creating and storing the index\n             */\n\nConsole.WriteLine(\"\\nAdding some GitHub file URLs and their descriptions to the semantic memory.\");\nvar githubFiles = SampleData();\nvar i = 0;\nforeach (var entry in githubFiles)\n{\nvar result = await memory.SaveReferenceAsync(\ncollection: MemoryCollectionName,\nexternalSourceName: \"GitHub\",\nexternalId: entry.Key,\ndescription: entry.Value,\ntext: entry.Value);\n\nConsole.WriteLine($\"#{++i} saved.\");\nConsole.WriteLine(result);\n}\n\nConsole.WriteLine(\"\\n----------------------\");\n}\n\nprivate static Dictionary&lt;string, string&gt; SampleData()\n{\nreturn new Dictionary&lt;string, string&gt;\n{\n[\"https://github.com/microsoft/semantic-kernel/blob/main/README.md\"]\n= \"README: Installation, getting started, and how to contribute\",\n[\"https://github.com/microsoft/semantic-kernel/blob/main/dotnet/notebooks/02-running-prompts-from-file.ipynb\"]\n= \"Jupyter notebook describing how to pass prompts from a file to a semantic skill or function\",\n[\"https://github.com/microsoft/semantic-kernel/blob/main/dotnet/notebooks//00-getting-started.ipynb\"]\n= \"Jupyter notebook describing how to get started with the Semantic Kernel\",\n[\"https://github.com/microsoft/semantic-kernel/tree/main/samples/skills/ChatSkill/ChatGPT\"]\n= \"Sample demonstrating how to create a chat skill interfacing with ChatGPT\",\n[\"https://github.com/microsoft/semantic-kernel/blob/main/dotnet/src/SemanticKernel/Memory/VolatileMemoryStore.cs\"]\n= \"C# class that defines a volatile embedding store\",\n[\"https://github.com/microsoft/semantic-kernel/blob/main/samples/dotnet/KernelHttpServer/README.md\"]\n= \"README: How to set up a Semantic Kernel Service API using Azure Function Runtime v4\",\n[\"https://github.com/microsoft/semantic-kernel/blob/main/samples/apps/chat-summary-webapp-react/README.md\"]\n= \"README: README associated with a sample chat summary react-based webapp\",\n};\n}\n}\n}\n</code></pre>"},{"location":"Examples/SemanticKernelPrompt/","title":"Semantic-kernel - basic","text":"<pre><code>using LLama.Common;\nusing LLamaSharp.SemanticKernel.ChatCompletion;\nusing Microsoft.SemanticKernel;\nusing LLamaSharp.SemanticKernel.TextCompletion;\nusing Microsoft.SemanticKernel.TextGeneration;\nusing Microsoft.Extensions.DependencyInjection;\n\nnamespace LLama.Examples.Examples\n{\n// The basic example for using the semantic-kernel integration\npublic class SemanticKernelPrompt\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"This example is from: \" +\n\"https://github.com/microsoft/semantic-kernel/blob/main/dotnet/README.md\");\n\n// Load weights into memory\nvar parameters = new ModelParams(modelPath);\nusing var model = LLamaWeights.LoadFromFile(parameters);\nvar ex = new StatelessExecutor(model, parameters);\n\nvar builder = Kernel.CreateBuilder();\nbuilder.Services.AddKeyedSingleton&lt;ITextGenerationService&gt;(\"local-llama\", new LLamaSharpTextCompletion(ex));\n\nvar kernel = builder.Build();\n\nvar prompt = @\"{{$input}}\n\nOne line TLDR with the fewest words.\";\n\nChatRequestSettings settings = new() { MaxTokens = 100 };\nvar summarize = kernel.CreateFunctionFromPrompt(prompt, settings);\n\nstring text1 = @\"\n1st Law of Thermodynamics - Energy cannot be created or destroyed.\n2nd Law of Thermodynamics - For a spontaneous process, the entropy of the universe increases.\n3rd Law of Thermodynamics - A perfect crystal at zero Kelvin has zero entropy.\";\n\nstring text2 = @\"\n1. An object at rest remains at rest, and an object in motion remains in motion at constant speed and in a straight line unless acted on by an unbalanced force.\n2. The acceleration of an object depends on the mass of the object and the amount of force applied.\n3. Whenever one object exerts a force on another object, the second object exerts an equal and opposite on the first.\";\n\nConsole.WriteLine((await kernel.InvokeAsync(summarize, new() { [\"input\"] = text1 })).GetValue&lt;string&gt;());\n\nConsole.WriteLine((await kernel.InvokeAsync(summarize, new() { [\"input\"] = text2 })).GetValue&lt;string&gt;());\n}\n}\n}\n</code></pre>"},{"location":"Examples/StatelessModeExecute/","title":"Stateless executor","text":"<pre><code>using LLama.Common;\nusing LLama.Examples.Extensions;\n\nnamespace LLama.Examples.Examples\n{\n// Basic usage of the stateless executor.\npublic class StatelessModeExecute\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath)\n{\nContextSize = 1024,\nSeed = 1337,\nGpuLayerCount = 5\n};\nusing var model = LLamaWeights.LoadFromFile(parameters);\nvar ex = new StatelessExecutor(model, parameters);\n\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(\"The executor has been enabled. In this example, the inference is an one-time job. That says, the previous input and response has \" +\n\"no impact on the current response. Now you can ask it questions. Note that in this example, no prompt was set for LLM and the maximum response tokens is 50. \" +\n\"It may not perform well because of lack of prompt. This is also an example that could indicate the importance of prompt in LLM. To improve it, you can add \" +\n\"a prompt for it yourself!\");\nConsole.ForegroundColor = ConsoleColor.White;\n\nvar inferenceParams = new InferenceParams() { Temperature = 0.6f, AntiPrompts = new List&lt;string&gt; { \"Question:\", \"#\", \"Question: \", \".\\n\" }, MaxTokens = 50 };\n\nwhile (true)\n{\nConsole.Write(\"\\nQuestion: \");\nConsole.ForegroundColor = ConsoleColor.Green;\nvar prompt = Console.ReadLine();\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.Write(\"Answer: \");\nprompt = $\"Question: {prompt?.Trim()} Answer: \";\nawait foreach (var text in ex.InferAsync(prompt, inferenceParams).Spinner())\n{\nConsole.Write(text);\n}\n}\n}\n}\n}\n</code></pre>"},{"location":"Examples/TalkToYourself/","title":"Talk to yourself","text":"<pre><code>using System.Text;\nusing LLama.Abstractions;\nusing LLama.Common;\n\nnamespace LLama.Examples.Examples\n{\n// Let two bots chat with each other.\npublic class TalkToYourself\n{\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\n// Load weights into memory\nvar @params = new ModelParams(modelPath);\nusing var weights = LLamaWeights.LoadFromFile(@params);\n\n// Create 2 contexts sharing the same weights\nusing var aliceCtx = weights.CreateContext(@params);\nvar alice = new InteractiveExecutor(aliceCtx);\nusing var bobCtx = weights.CreateContext(@params);\nvar bob = new InteractiveExecutor(bobCtx);\n\n// Initial alice prompt\nvar alicePrompt = \"Transcript of a dialog, where the Alice interacts a person named Bob. Alice is friendly, kind, honest and good at writing.\\nAlice: Hello\";\nvar aliceResponse = await Prompt(alice, ConsoleColor.Green, alicePrompt, false, false);\n\n// Initial bob prompt\nvar bobPrompt = $\"Transcript of a dialog, where the Bob interacts a person named Alice. Bob is smart, intellectual and good at writing.\\nAlice: Hello{aliceResponse}\";\nvar bobResponse = await Prompt(bob, ConsoleColor.Red, bobPrompt, true, true);\n\n// swap back and forth from Alice to Bob\nwhile (true)\n{\naliceResponse = await Prompt(alice, ConsoleColor.Green, bobResponse, false, true);\nbobResponse = await Prompt(bob, ConsoleColor.Red, aliceResponse, false, true);\n\nif (Console.KeyAvailable)\nbreak;\n}\n}\n\nprivate static async Task&lt;string&gt; Prompt(ILLamaExecutor executor, ConsoleColor color, string prompt, bool showPrompt, bool showResponse)\n{\nvar inferenceParams = new InferenceParams\n{\nTemperature = 0.9f,\nAntiPrompts = new List&lt;string&gt; { \"Alice:\", \"Bob:\", \"User:\" },\nMaxTokens = 128,\nMirostat = MirostatType.Mirostat2,\nMirostatTau = 10,\n};\n\nConsole.ForegroundColor = ConsoleColor.White;\nif (showPrompt)\nConsole.Write(prompt);\n\nConsole.ForegroundColor = color;\nvar builder = new StringBuilder();\nawait foreach (var text in executor.InferAsync(prompt, inferenceParams))\n{\nbuilder.Append(text);\nif (showResponse)\nConsole.Write(text);\n}\n\nreturn builder.ToString();\n}\n}\n}\n</code></pre>"},{"location":"Integrations/bot-sharp/","title":"BotSharp integration","text":"<p>The document is under work, please have a wait. Thank you for your support! :)</p>"},{"location":"Integrations/kernel-memory/","title":"LLamaSharp.kernel-memory","text":"<p>The document is under work, please have a wait. Thank you for your support! :)</p>"},{"location":"Integrations/langchain/","title":"Langchain integration","text":"<p>The document is under work, please have a wait. Thank you for your support! :)</p>"},{"location":"Integrations/semantic-kernel/","title":"LLamaSharp.SemanticKernel","text":"<p>LLamaSharp.SemanticKernel are connections for SemanticKernel: an SDK for integrating various LLM interfaces into a single implementation. With this, you can add local LLaMa queries as another connection point with your existing connections.</p> <p>For reference on how to implement it, view the following examples: </p> <ul> <li>SemanticKernelChat</li> <li>SemanticKernelPrompt</li> <li>SemanticKernelMemory</li> </ul>"},{"location":"Integrations/semantic-kernel/#itextcompletion","title":"ITextCompletion","text":"<pre><code>using var model = LLamaWeights.LoadFromFile(parameters);\n// LLamaSharpTextCompletion can accept ILLamaExecutor. \nvar ex = new StatelessExecutor(model, parameters);\nvar builder = new KernelBuilder();\nbuilder.WithAIService&lt;ITextCompletion&gt;(\"local-llama\", new LLamaSharpTextCompletion(ex), true);\n</code></pre>"},{"location":"Integrations/semantic-kernel/#ichatcompletion","title":"IChatCompletion","text":"<pre><code>using var model = LLamaWeights.LoadFromFile(parameters);\nusing var context = model.CreateContext(parameters);\n// LLamaSharpChatCompletion requires InteractiveExecutor, as it's the best fit for the given command.\nvar ex = new InteractiveExecutor(context);\nvar chatGPT = new LLamaSharpChatCompletion(ex);\n</code></pre>"},{"location":"Integrations/semantic-kernel/#itextembeddinggeneration","title":"ITextEmbeddingGeneration","text":"<pre><code>using var model = LLamaWeights.LoadFromFile(parameters);\nvar embedding = new LLamaEmbedder(model, parameters);\nvar kernelWithCustomDb = Kernel.Builder\n.WithLoggerFactory(ConsoleLogger.LoggerFactory)\n.WithAIService&lt;ITextEmbeddingGeneration&gt;(\"local-llama-embed\", new LLamaSharpEmbeddingGeneration(embedding), true)\n.WithMemoryStorage(new VolatileMemoryStore())\n.Build();\n</code></pre>"},{"location":"More/log/","title":"The Logger in LLamaSharp","text":"<p>LLamaSharp supports customized logger because it could be used in many kinds of applications, like Winform/WPF, WebAPI and Blazor, so that the preference of logger varies.</p>"},{"location":"More/log/#define-customized-logger","title":"Define customized logger","text":"<p>What you need to do is to implement the <code>ILogger</code> interface. </p> <pre><code>public interface ILLamaLogger\n{\npublic enum LogLevel\n{\nInfo,\nDebug,\nWarning,\nError\n}\nvoid Log(string source, string message, LogLevel level);\n}\n</code></pre> <p>The <code>source</code> specifies where the log message is from, which could be a function, a class, etc..</p> <p>The <code>message</code> is the log message itself.</p> <p>The <code>level</code> is the level of the information in the log. As shown above, there're four levels, which are <code>info</code>, <code>debug</code>, <code>warning</code> and <code>error</code> respectively.</p> <p>The following is a simple example of the logger implementation:</p> <pre><code>public sealed class LLamaDefaultLogger : ILLamaLogger\n{\nprivate static readonly Lazy&lt;LLamaDefaultLogger&gt; _instance = new Lazy&lt;LLamaDefaultLogger&gt;(() =&gt; new LLamaDefaultLogger());\n\nprivate bool _toConsole = true;\nprivate bool _toFile = false;\n\nprivate FileStream? _fileStream = null;\nprivate StreamWriter _fileWriter = null;\n\npublic static LLamaDefaultLogger Default =&gt; _instance.Value;\n\nprivate LLamaDefaultLogger()\n{\n\n}\n\npublic LLamaDefaultLogger EnableConsole()\n{\n_toConsole = true;\nreturn this;\n}\n\npublic LLamaDefaultLogger DisableConsole()\n{\n_toConsole = false;\nreturn this;\n}\n\npublic LLamaDefaultLogger EnableFile(string filename, FileMode mode = FileMode.Append)\n{\n_fileStream = new FileStream(filename, mode, FileAccess.Write);\n_fileWriter = new StreamWriter(_fileStream);\n_toFile = true;\nreturn this;\n}\n\npublic LLamaDefaultLogger DisableFile(string filename)\n{\nif (_fileWriter is not null)\n{\n_fileWriter.Close();\n_fileWriter = null;\n}\nif (_fileStream is not null)\n{\n_fileStream.Close();\n_fileStream = null;\n}\n_toFile = false;\nreturn this;\n}\n\npublic void Log(string source, string message, LogLevel level)\n{\nif (level == LogLevel.Info)\n{\nInfo(message);\n}\nelse if (level == LogLevel.Debug)\n{\n\n}\nelse if (level == LogLevel.Warning)\n{\nWarn(message);\n}\nelse if (level == LogLevel.Error)\n{\nError(message);\n}\n}\n\npublic void Info(string message)\n{\nmessage = MessageFormat(\"info\", message);\nif (_toConsole)\n{\nConsole.ForegroundColor = ConsoleColor.White;\nConsole.WriteLine(message);\nConsole.ResetColor();\n}\nif (_toFile)\n{\nDebug.Assert(_fileStream is not null);\nDebug.Assert(_fileWriter is not null);\n_fileWriter.WriteLine(message);\n}\n}\n\npublic void Warn(string message)\n{\nmessage = MessageFormat(\"warn\", message);\nif (_toConsole)\n{\nConsole.ForegroundColor = ConsoleColor.Yellow;\nConsole.WriteLine(message);\nConsole.ResetColor();\n}\nif (_toFile)\n{\nDebug.Assert(_fileStream is not null);\nDebug.Assert(_fileWriter is not null);\n_fileWriter.WriteLine(message);\n}\n}\n\npublic void Error(string message)\n{\nmessage = MessageFormat(\"error\", message);\nif (_toConsole)\n{\nConsole.ForegroundColor = ConsoleColor.Red;\nConsole.WriteLine(message);\nConsole.ResetColor();\n}\nif (_toFile)\n{\nDebug.Assert(_fileStream is not null);\nDebug.Assert(_fileWriter is not null);\n_fileWriter.WriteLine(message);\n}\n}\n\nprivate string MessageFormat(string level, string message)\n{\nDateTime now = DateTime.Now;\nstring formattedDate = now.ToString(\"yyyy.MM.dd HH:mm:ss\");\nreturn $\"[{formattedDate}][{level}]: {message}\";\n}\n}\n</code></pre>"},{"location":"Tutorials/ChatSession/","title":"LLamaSharp chat session","text":""},{"location":"Tutorials/ChatSession/#basic-usages-of-chatsession","title":"Basic usages of ChatSession","text":"<p><code>ChatSession</code> is a higher-level abstraction than the executors. In the context of a chat application like ChatGPT, a \"chat session\" refers to an interactive conversation or exchange of messages between the user and the chatbot. It represents a continuous flow of communication where the user enters input or asks questions, and the chatbot responds accordingly. A chat session typically starts when the user initiates a conversation with the chatbot and continues until the interaction comes to a natural end or is explicitly terminated by either the user or the system. During a chat session, the chatbot maintains the context of the conversation, remembers previous messages, and generates appropriate responses based on the user's inputs and the ongoing dialogue.</p>"},{"location":"Tutorials/ChatSession/#initialize-a-session","title":"Initialize a session","text":"<p>Currently, the only parameter that is accepted is an <code>ILLamaExecutor</code>, because this is the only parameter that we're sure to exist in all the future versions. Since it's the high-level abstraction, we're conservative to the API designs. In the future, there may be more kinds of constructors added.</p> <pre><code>InteractiveExecutor ex = new(new LLamaModel(new ModelParams(modelPath)));\nChatSession session = new ChatSession(ex);\n</code></pre>"},{"location":"Tutorials/ChatSession/#chat-with-the-bot","title":"Chat with the bot","text":"<p>There'll be two kinds of input accepted by the <code>Chat</code> API, which are <code>ChatHistory</code> and <code>String</code>. The API with string is quite similar to that of the executors. Meanwhile, the API with <code>ChatHistory</code> is aimed to provide more flexible usages. For example, you have had a chat with the bot in session A before you open the session B. Now session B has no memory for what you said before. Therefore, you can feed the history of A to B.</p> <pre><code>string prompt = \"What is C#?\";\n\nawait foreach (var text in session.ChatAsync(prompt, new InferenceParams() { Temperature = 0.6f, AntiPrompts = new List&lt;string&gt; { \"User:\" } })) // the inference params should be changed depending on your statement\n{\nConsole.Write(text);\n}\n</code></pre>"},{"location":"Tutorials/ChatSession/#get-the-history","title":"Get the history","text":"<p>Currently <code>History</code> is a property of <code>ChatSession</code>.</p> <pre><code>foreach(var rec in session.History.Messages)\n{\nConsole.WriteLine($\"{rec.AuthorRole}: {rec.Content}\");\n}\n</code></pre>"},{"location":"Tutorials/ChatSession/#saveload-chat-session","title":"Save/Load Chat Session","text":"<p>Generally, the chat session could be switched, which requires the ability of loading and saving session.</p> <p>The API is also quite simple, the files will be saved into a directory you specified. If the path does not exist, a new directory will be created.</p> <pre><code>string savePath = \"&lt;save dir&gt;\";\nsession.SaveSession(savePath);\n\nsession.LoadSession(savePath, loadTransforms:true);\nsession.LoadSession(savePath, loadTransforms:false);\n</code></pre> <p>You could also keep the state in memory and load them with the following APIs.</p> <pre><code>var sessionState = session.GetSessionState();\nsession.LoadSession(sessionState, loadTransforms:true);\nsession.LoadSession(sessionState, loadTransforms:false);\n\n## Transforms in Chat Session\n\nThere's three important elements in `ChatSession`, which are input, output and history. Besides, there're some conversions between them. Since the process of them under different conditions varies, LLamaSharp hands over this part of the power to the users.\n\nCurrently, there're three kinds of process that could be customized, as introduced below.\n\n### Input transform\n\nIn general, the input of the chat API is a text (without stream), therefore `ChatSession` processes it in a pipeline. If you want to use your customized transform, you need to define a transform that implements `ITextTransform` and add it to the pipeline of `ChatSession`.\n\n```cs\npublic interface ITextTransform\n{\nstring Transform(string text);\n}\n</code></pre> <pre><code>public class MyInputTransform1 : ITextTransform\n{\npublic string Transform(string text)\n{\nreturn $\"Question: {text}\\n\";\n}\n}\n\npublic class MyInputTransform2 : ITextTransform\n{\npublic string Transform(string text)\n{\nreturn text + \"Answer: \";\n}\n}\n\nsession.AddInputTransform(new MyInputTransform1()).AddInputTransform(new MyInputTransform2());\n</code></pre>"},{"location":"Tutorials/ChatSession/#output-transform","title":"Output transform","text":"<p>Different from the input, the output of chat API is a text stream. Therefore you need to process it word by word, instead of getting the full text at once.</p> <p>The interface of it has an <code>IEnumerable&lt;string&gt;</code> as input, which is actually a yield sequence.</p> <pre><code>public interface ITextStreamTransform\n{\nIEnumerable&lt;string&gt; Transform(IEnumerable&lt;string&gt; tokens);\nIAsyncEnumerable&lt;string&gt; TransformAsync(IAsyncEnumerable&lt;string&gt; tokens);\n}\n</code></pre> <p>When implementing it, you could throw a not-implemented exception in one of them if you only need to use the chat API in synchronously or asynchronously.</p> <p>Different from the input transform pipeline, the output transform only supports one transform.</p> <pre><code>session.WithOutputTransform(new MyOutputTransform());\n</code></pre> <p>Here's an example of how to implement the interface. In this example, the transform detects whether there's some keywords in the response and removes them.</p> <pre><code>/// &lt;summary&gt;\n/// A text output transform that removes the keywords from the response.\n/// &lt;/summary&gt;\npublic class KeywordTextOutputStreamTransform : ITextStreamTransform\n{\nHashSet&lt;string&gt; _keywords;\nint _maxKeywordLength;\nbool _removeAllMatchedTokens;\n\n/// &lt;summary&gt;\n/// \n/// &lt;/summary&gt;\n/// &lt;param name=\"keywords\"&gt;Keywords that you want to remove from the response.&lt;/param&gt;\n/// &lt;param name=\"redundancyLength\"&gt;The extra length when searching for the keyword. For example, if your only keyword is \"highlight\", \n/// maybe the token you get is \"\\r\\nhighligt\". In this condition, if redundancyLength=0, the token cannot be successfully matched because the length of \"\\r\\nhighligt\" (10)\n/// has already exceeded the maximum length of the keywords (8). On the contrary, setting redundancyLengyh &gt;= 2 leads to successful match.\n/// The larger the redundancyLength is, the lower the processing speed. But as an experience, it won't introduce too much performance impact when redundancyLength &lt;= 5 &lt;/param&gt;\n/// &lt;param name=\"removeAllMatchedTokens\"&gt;If set to true, when getting a matched keyword, all the related tokens will be removed. Otherwise only the part of keyword will be removed.&lt;/param&gt;\npublic KeywordTextOutputStreamTransform(IEnumerable&lt;string&gt; keywords, int redundancyLength = 3, bool removeAllMatchedTokens = false)\n{\n_keywords = new(keywords);\n_maxKeywordLength = keywords.Select(x =&gt; x.Length).Max() + redundancyLength;\n_removeAllMatchedTokens = removeAllMatchedTokens;\n}\n/// &lt;inheritdoc /&gt;\npublic IEnumerable&lt;string&gt; Transform(IEnumerable&lt;string&gt; tokens)\n{\nvar window = new Queue&lt;string&gt;();\n\nforeach (var s in tokens)\n{\nwindow.Enqueue(s);\nvar current = string.Join(\"\", window);\nif (_keywords.Any(x =&gt; current.Contains(x)))\n{\nvar matchedKeyword = _keywords.First(x =&gt; current.Contains(x));\nint total = window.Count;\nfor (int i = 0; i &lt; total; i++)\n{\nwindow.Dequeue();\n}\nif (!_removeAllMatchedTokens)\n{\nyield return current.Replace(matchedKeyword, \"\");\n}\n}\nif (current.Length &gt;= _maxKeywordLength)\n{\nif (_keywords.Any(x =&gt; current.Contains(x)))\n{\nvar matchedKeyword = _keywords.First(x =&gt; current.Contains(x));\nint total = window.Count;\nfor (int i = 0; i &lt; total; i++)\n{\nwindow.Dequeue();\n}\nif (!_removeAllMatchedTokens)\n{\nyield return current.Replace(matchedKeyword, \"\");\n}\n}\nelse\n{\nint total = window.Count;\nfor (int i = 0; i &lt; total; i++)\n{\nyield return window.Dequeue();\n}\n}\n}\n}\nint totalCount = window.Count;\nfor (int i = 0; i &lt; totalCount; i++)\n{\nyield return window.Dequeue();\n}\n}\n/// &lt;inheritdoc /&gt;\npublic async IAsyncEnumerable&lt;string&gt; TransformAsync(IAsyncEnumerable&lt;string&gt; tokens)\n{\nthrow new NotImplementedException(); // This is implemented in `LLamaTransforms` but we ignore it here.\n}\n}\n</code></pre>"},{"location":"Tutorials/ChatSession/#history-transform","title":"History transform","text":"<p>The chat history could be converted to or from a text, which is exactly what the interface of it.</p> <pre><code>public interface IHistoryTransform\n{\nstring HistoryToText(ChatHistory history);\nChatHistory TextToHistory(AuthorRole role, string text);\n}\n</code></pre> <p>Similar to the output transform, the history transform is added in the following way:</p> <pre><code>session.WithHistoryTransform(new MyHistoryTransform());\n</code></pre> <p>The implementation is quite flexible, depending on what you want the history message to be like. Here's an example, which is the default history transform in LLamaSharp.</p> <pre><code>/// &lt;summary&gt;\n/// The default history transform.\n/// Uses plain text with the following format:\n/// [Author]: [Message]\n/// &lt;/summary&gt;\npublic class DefaultHistoryTransform : IHistoryTransform\n{\nprivate readonly string defaultUserName = \"User\";\nprivate readonly string defaultAssistantName = \"Assistant\";\nprivate readonly string defaultSystemName = \"System\";\nprivate readonly string defaultUnknownName = \"??\";\n\nstring _userName;\nstring _assistantName;\nstring _systemName;\nstring _unknownName;\nbool _isInstructMode;\npublic DefaultHistoryTransform(string? userName = null, string? assistantName = null, string? systemName = null, string? unknownName = null, bool isInstructMode = false)\n{\n_userName = userName ?? defaultUserName;\n_assistantName = assistantName ?? defaultAssistantName;\n_systemName = systemName ?? defaultSystemName;\n_unknownName = unknownName ?? defaultUnknownName;\n_isInstructMode = isInstructMode;\n}\n\npublic virtual string HistoryToText(ChatHistory history)\n{\nStringBuilder sb = new();\nforeach (var message in history.Messages)\n{\nif (message.AuthorRole == AuthorRole.User)\n{\nsb.AppendLine($\"{_userName}: {message.Content}\");\n}\nelse if (message.AuthorRole == AuthorRole.System)\n{\nsb.AppendLine($\"{_systemName}: {message.Content}\");\n}\nelse if (message.AuthorRole == AuthorRole.Unknown)\n{\nsb.AppendLine($\"{_unknownName}: {message.Content}\");\n}\nelse if (message.AuthorRole == AuthorRole.Assistant)\n{\nsb.AppendLine($\"{_assistantName}: {message.Content}\");\n}\n}\nreturn sb.ToString();\n}\n\npublic virtual ChatHistory TextToHistory(AuthorRole role, string text)\n{\nChatHistory history = new ChatHistory();\nhistory.AddMessage(role, TrimNamesFromText(text, role));\nreturn history;\n}\n\npublic virtual string TrimNamesFromText(string text, AuthorRole role)\n{\nif (role == AuthorRole.User &amp;&amp; text.StartsWith($\"{_userName}:\"))\n{\ntext = text.Substring($\"{_userName}:\".Length).TrimStart();\n}\nelse if (role == AuthorRole.Assistant &amp;&amp; text.EndsWith($\"{_assistantName}:\"))\n{\ntext = text.Substring(0, text.Length - $\"{_assistantName}:\".Length).TrimEnd();\n}\nif (_isInstructMode &amp;&amp; role == AuthorRole.Assistant &amp;&amp; text.EndsWith(\"\\n&gt; \"))\n{\ntext = text.Substring(0, text.Length - \"\\n&gt; \".Length).TrimEnd();\n}\nreturn text;\n}\n}\n</code></pre>"},{"location":"Tutorials/Executors/","title":"LLamaSharp executors","text":"<p>LLamaSharp executor defines the behavior of the model when it is called. Currently, there are four kinds of executors, which are <code>InteractiveExecutor</code>, <code>InstructExecutor</code>, <code>StatelessExecutor</code> and <code>BatchedExecutor</code>.</p> <p>In a word, <code>InteractiveExecutor</code> is suitable for getting answer of your questions from LLM continuously. <code>InstructExecutor</code> let LLM execute your instructions, such as \"continue writing\". <code>StatelessExecutor</code> is best for one-time job because the previous inference has no impact on the current inference. <code>BatchedExecutor</code> could accept multiple inputs and generate multiple outputs of different sessions at the same time, significantly improving the throughput of the program.</p>"},{"location":"Tutorials/Executors/#text-to-text-apis-of-the-executors","title":"Text-to-Text APIs of the executors","text":"<p>All the executors implements the interface <code>ILLamaExecutor</code>, which provides two APIs to execute text-to-text tasks.</p> <pre><code>public interface ILLamaExecutor\n{\n/// &lt;summary&gt;\n/// The loaded context for this executor.\n/// &lt;/summary&gt;\npublic LLamaContext Context { get; }\n\n// LLava Section\n//\n/// &lt;summary&gt;\n/// Identify if it's a multi-modal model and there is a image to process.\n/// &lt;/summary&gt;\npublic bool IsMultiModal { get; }\n/// &lt;summary&gt;\n/// Muti-Modal Projections / Clip Model weights\n/// &lt;/summary&gt;\npublic LLavaWeights? ClipModel { get;  }        /// &lt;summary&gt;\n/// List of images: Image filename and path (jpeg images).\n/// &lt;/summary&gt;\npublic List&lt;string&gt; ImagePaths { get; set; }\n\n\n/// &lt;summary&gt;\n/// Asynchronously infers a response from the model.\n/// &lt;/summary&gt;\n/// &lt;param name=\"text\"&gt;Your prompt&lt;/param&gt;\n/// &lt;param name=\"inferenceParams\"&gt;Any additional parameters&lt;/param&gt;\n/// &lt;param name=\"token\"&gt;A cancellation token.&lt;/param&gt;\n/// &lt;returns&gt;&lt;/returns&gt;\nIAsyncEnumerable&lt;string&gt; InferAsync(string text, IInferenceParams? inferenceParams = null, CancellationToken token = default);\n}\n</code></pre> <p>The output of both two APIs are yield enumerable. Therefore, when receiving the output, you can directly use <code>foreach</code> to take actions on each word you get by order, instead of waiting for the whole process completed.</p>"},{"location":"Tutorials/Executors/#interactiveexecutor--instructexecutor","title":"InteractiveExecutor &amp; InstructExecutor","text":"<p>Both of them are taking \"completing the prompt\" as the goal to generate the response. For example, if you input <code>Long long ago, there was a fox who wanted to make friend with humen. One day</code>, then the LLM will continue to write the story.</p> <p>Under interactive mode, you serve a role of user and the LLM serves the role of assistant. Then it will help you with your question or request. </p> <p>Under instruct mode, you give LLM some instructions and it follows.</p> <p>Though the behaviors of them sounds similar, it could introduce many differences depending on your prompt. For example, \"chat-with-bob\" has good performance under interactive mode and <code>alpaca</code> does well with instruct mode.</p> <pre><code>// chat-with-bob\n\nTranscript of a dialog, where the User interacts with an Assistant named Bob. Bob is helpful, kind, honest, good at writing, and never fails to answer the User's requests immediately and with precision.\n\nUser: Hello, Bob.\nBob: Hello. How may I help you today?\nUser: Please tell me the largest city in Europe.\nBob: Sure. The largest city in Europe is Moscow, the capital of Russia.\nUser:\n</code></pre> <pre><code>// alpaca\n\nBelow is an instruction that describes a task. Write a response that appropriately completes the request.\n</code></pre> <p>Therefore, please modify the prompt correspondingly when switching from one mode to the other.</p>"},{"location":"Tutorials/Executors/#statelessexecutor","title":"StatelessExecutor.","text":"<p>Despite the differences between interactive mode and instruct mode, both of them are stateful mode. That is, your previous question/instruction will impact on the current response from LLM. On the contrary, the stateless executor does not have such a \"memory\". No matter how many times you talk to it, it will only concentrate on what you say in this time. It is very useful when you want a clean context, without being affected by previous inputs.</p> <p>Since the stateless executor has no memory of conversations before, you need to input your question with the whole prompt into it to get the better answer.</p> <p>For example, if you feed <code>Q: Who is Trump? A:</code> to the stateless executor, it may give the following answer with the antiprompt <code>Q:</code>.</p> <pre><code>Donald J. Trump, born June 14, 1946, is an American businessman, television personality, politician and the 45th President of the United States (2017-2021). # Anexo:Torneo de Hamburgo 2022 (individual masculino)\n\n## Presentaci\u00f3n previa\n\n* Defensor del t\u00edtulo:  Daniil Medv\u00e9dev\n</code></pre> <p>It seems that things went well at first. However, after answering the question itself, LLM began to talk about some other things until the answer reached the token count limit. The reason of this strange behavior is the anti-prompt cannot be match. With the input, LLM cannot decide whether to append a string \"A: \" at the end of the response.</p> <p>As an improvement, let's take the following text as the input:</p> <pre><code>Q: What is the capital of the USA? A: Washingtong. Q: What is the sum of 1 and 2? A: 3. Q: Who is Trump? A: \n</code></pre> <p>Then, I got the following answer with the anti-prompt <code>Q:</code>.</p> <pre><code>45th president of the United States.\n</code></pre> <p>At this time, by repeating the same mode of <code>Q: xxx? A: xxx.</code>, LLM outputs the anti-prompt we want to help to decide where to stop the generation.</p>"},{"location":"Tutorials/Executors/#batchedexecutor","title":"BatchedExecutor","text":"<p>Different from other executors, <code>BatchedExecutor</code> could accept multiple inputs from different sessions and geneate outputs for them at the same time. Here is an example to use it.</p> <pre><code>using LLama.Batched;\nusing LLama.Common;\nusing LLama.Native;\nusing LLama.Sampling;\nusing Spectre.Console;\n\nnamespace LLama.Examples.Examples;\n\n/// &lt;summary&gt;\n/// This demonstrates using a batch to generate two sequences and then using one\n/// sequence as the negative guidance (\"classifier free guidance\") for the other.\n/// &lt;/summary&gt;\npublic class BatchedExecutorGuidance\n{\nprivate const int n_len = 32;\n\npublic static async Task Run()\n{\nstring modelPath = UserSettings.GetModelPath();\n\nvar parameters = new ModelParams(modelPath);\nusing var model = LLamaWeights.LoadFromFile(parameters);\n\nvar positivePrompt = AnsiConsole.Ask(\"Positive Prompt (or ENTER for default):\", \"My favourite colour is\").Trim();\nvar negativePrompt = AnsiConsole.Ask(\"Negative Prompt (or ENTER for default):\", \"I hate the colour red. My favourite colour is\").Trim();\nvar weight = AnsiConsole.Ask(\"Guidance Weight (or ENTER for default):\", 2.0f);\n\n// Create an executor that can evaluate a batch of conversations together\nusing var executor = new BatchedExecutor(model, parameters);\n\n// Print some info\nvar name = executor.Model.Metadata.GetValueOrDefault(\"general.name\", \"unknown model name\");\nConsole.WriteLine($\"Created executor with model: {name}\");\n\n// Load the two prompts into two conversations\nusing var guided = executor.Create();\nguided.Prompt(positivePrompt);\nusing var guidance = executor.Create();\nguidance.Prompt(negativePrompt);\n\n// Run inference to evaluate prompts\nawait AnsiConsole\n.Status()\n.Spinner(Spinner.Known.Line)\n.StartAsync(\"Evaluating Prompts...\", _ =&gt; executor.Infer());\n\n// Fork the \"guided\" conversation. We'll run this one without guidance for comparison\nusing var unguided = guided.Fork();\n\n// Run inference loop\nvar unguidedSampler = new GuidedSampler(null, weight);\nvar unguidedDecoder = new StreamingTokenDecoder(executor.Context);\nvar guidedSampler = new GuidedSampler(guidance, weight);\nvar guidedDecoder = new StreamingTokenDecoder(executor.Context);\nawait AnsiConsole\n.Progress()\n.StartAsync(async progress =&gt;\n{\nvar reporter = progress.AddTask(\"Running Inference\", maxValue: n_len);\n\nfor (var i = 0; i &lt; n_len; i++)\n{\nif (i != 0)\nawait executor.Infer();\n\n// Sample from the \"unguided\" conversation. This is just a conversation using the same prompt, without any\n// guidance. This serves as a comparison to show the effect of guidance.\nvar u = unguidedSampler.Sample(executor.Context.NativeHandle, unguided.Sample(), Array.Empty&lt;LLamaToken&gt;());\nunguidedDecoder.Add(u);\nunguided.Prompt(u);\n\n// Sample from the \"guided\" conversation. This sampler will internally use the \"guidance\" conversation\n// to steer the conversation. See how this is done in GuidedSampler.ProcessLogits (bottom of this file).\nvar g = guidedSampler.Sample(executor.Context.NativeHandle, guided.Sample(), Array.Empty&lt;LLamaToken&gt;());\nguidedDecoder.Add(g);\n\n// Use this token to advance both guided _and_ guidance. Keeping them in sync (except for the initial prompt).\nguided.Prompt(g);\nguidance.Prompt(g);\n\n// Early exit if we reach the natural end of the guided sentence\nif (g == model.EndOfSentenceToken)\nbreak;\n\n// Update progress bar\nreporter.Increment(1);\n}\n});\n\nAnsiConsole.MarkupLine($\"[green]Unguided:[/][white]{unguidedDecoder.Read().ReplaceLineEndings(\" \")}[/]\");\nAnsiConsole.MarkupLine($\"[green]Guided:[/][white]{guidedDecoder.Read().ReplaceLineEndings(\" \")}[/]\");\n}\n\nprivate class GuidedSampler(Conversation? guidance, float weight)\n: BaseSamplingPipeline\n{\npublic override void Accept(SafeLLamaContextHandle ctx, LLamaToken token)\n{\n}\n\npublic override ISamplingPipeline Clone()\n{\nthrow new NotSupportedException();\n}\n\nprotected override void ProcessLogits(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n{\nif (guidance == null)\nreturn;\n\n// Get the logits generated by the guidance sequences\nvar guidanceLogits = guidance.Sample();\n\n// Use those logits to guide this sequence\nNativeApi.llama_sample_apply_guidance(ctx, logits, guidanceLogits, weight);\n}\n\nprotected override LLamaToken ProcessTokenDataArray(SafeLLamaContextHandle ctx, LLamaTokenDataArray candidates, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n{\ncandidates.Temperature(ctx, 0.8f);\ncandidates.TopK(ctx, 25);\n\nreturn candidates.SampleToken(ctx);\n}\n}\n}\n</code></pre>"},{"location":"Tutorials/Executors/#inference-parameters","title":"Inference parameters","text":"<p>Different from context parameters, which is indicated in understand-llama-context, executors accept parameters when you call its API to execute the inference. That means you could change the parameters every time you ask the model to generate the outputs.</p> <p>Here is the parameters for LLamaSharp executors.</p> <pre><code>/// &lt;summary&gt;\n/// The paramters used for inference.\n/// &lt;/summary&gt;\npublic record InferenceParams\n: IInferenceParams\n{\n/// &lt;summary&gt;\n/// number of tokens to keep from initial prompt\n/// &lt;/summary&gt;\npublic int TokensKeep { get; set; } = 0;\n\n/// &lt;summary&gt;\n/// how many new tokens to predict (n_predict), set to -1 to inifinitely generate response\n/// until it complete.\n/// &lt;/summary&gt;\npublic int MaxTokens { get; set; } = -1;\n\n/// &lt;summary&gt;\n/// logit bias for specific tokens\n/// &lt;/summary&gt;\npublic Dictionary&lt;LLamaToken, float&gt;? LogitBias { get; set; } = null;\n\n/// &lt;summary&gt;\n/// Sequences where the model will stop generating further tokens.\n/// &lt;/summary&gt;\npublic IReadOnlyList&lt;string&gt; AntiPrompts { get; set; } = Array.Empty&lt;string&gt;();\n\n/// &lt;inheritdoc /&gt;\npublic int TopK { get; set; } = 40;\n\n/// &lt;inheritdoc /&gt;\npublic float TopP { get; set; } = 0.95f;\n\n/// &lt;inheritdoc /&gt;\npublic float MinP { get; set; } = 0.05f;\n\n/// &lt;inheritdoc /&gt;\npublic float TfsZ { get; set; } = 1.0f;\n\n/// &lt;inheritdoc /&gt;\npublic float TypicalP { get; set; } = 1.0f;\n\n/// &lt;inheritdoc /&gt;\npublic float Temperature { get; set; } = 0.8f;\n\n/// &lt;inheritdoc /&gt;\npublic float RepeatPenalty { get; set; } = 1.1f;\n\n/// &lt;inheritdoc /&gt;\npublic int RepeatLastTokensCount { get; set; } = 64;\n\n/// &lt;inheritdoc /&gt;\npublic float FrequencyPenalty { get; set; } = .0f;\n\n/// &lt;inheritdoc /&gt;\npublic float PresencePenalty { get; set; } = .0f;\n\n/// &lt;inheritdoc /&gt;\npublic MirostatType Mirostat { get; set; } = MirostatType.Disable;\n\n/// &lt;inheritdoc /&gt;\npublic float MirostatTau { get; set; } = 5.0f;\n\n/// &lt;inheritdoc /&gt;\npublic float MirostatEta { get; set; } = 0.1f;\n\n/// &lt;inheritdoc /&gt;\npublic bool PenalizeNL { get; set; } = true;\n\n/// &lt;inheritdoc /&gt;\npublic SafeLLamaGrammarHandle? Grammar { get; set; }\n\n/// &lt;inheritdoc /&gt;\npublic ISamplingPipeline? SamplingPipeline { get; set; }\n}\n</code></pre>"},{"location":"Tutorials/Executors/#save-and-load-executor-state","title":"Save and load executor state","text":"<p>An executor also has its state, which can be saved and loaded. That means a lot when you want to support restore a previous session for the user in your application.</p> <p>The following code shows how to use save and load executor state.</p> <pre><code>InteractiveExecutor executor = new InteractiveExecutor(model);\n// do some things...\nexecutor.SaveState(\"executor.st\");\nvar stateData = executor.GetStateData();\n\nInteractiveExecutor executor2 = new InteractiveExecutor(model);\nexecutor2.LoadState(stateData);\n// do some things...\n\nInteractiveExecutor executor3 = new InteractiveExecutor(model);\nexecutor3.LoadState(\"executor.st\");\n// do some things...\n</code></pre>"},{"location":"Tutorials/GetEmbeddings/","title":"Get embeddings","text":"<p>Getting the embeddings of a text in LLM is sometimes useful, for example, to train other MLP models.</p> <p>To get the embeddings, please initialize a <code>LLamaEmbedder</code> and then call <code>GetEmbeddings</code>.</p> <pre><code>var embedder = new LLamaEmbedder(new ModelParams(\"&lt;modelPath&gt;\"));\nstring text = \"hello, LLM.\";\nfloat[] embeddings = embedder.GetEmbeddings(text);\n</code></pre> <p>The output is a float array. Note that the length of the array is related with the model you load. If you just want to get a smaller size embedding, please consider changing a model.</p>"},{"location":"Tutorials/NativeLibraryConfig/","title":"Customize the native library loading","text":"<p>As indicated in Architecture, LLamaSharp uses the native library to run the LLM models. Sometimes you may want to compile the native library yourself, or just dynamically load the library due to the environment of your user of your application. Luckily, since version 0.7.0, dynamic loading of native library has been supported! That allows you to customize the native library loading process.</p>"},{"location":"Tutorials/NativeLibraryConfig/#when-you-should-compile-the-native-library-yourself","title":"When you should compile the native library yourself","text":"<p>Before introducing the way to customize native library loading, please follow the tips below to see if you need to compile the native library yourself, rather than use the published backend packages, which contain native library files for multiple targets.</p> <ol> <li>Your device/environment has not been supported by any published backend packages. For example, vulkan has not been supported yet. In this case, it will mean a lot to open an issue to tell us you are using it. Since our support for new backend will have a delay, you could compile yourself before that.</li> <li>You want to gain the best performance of LLamaSharp. Because LLamaSharp offloads the model to both GPU and CPU, the performance is significantly related with CPU if your GPU memory size is small. AVX (Advanced Vector Extensions) and BLAS (Basic Linear Algebra Subprograms) are the most important ways to accelerate the CPU computation. By default, LLamaSharp disables the support for BLAS and use AVX2 for CUDA backend yet. If you would like to enable BLAS or use AVX 512 along with CUDA, please compile the native library youself, following the instructions here.</li> <li>You want to debug the c++ code.</li> </ol>"},{"location":"Tutorials/NativeLibraryConfig/#use-nativelibraryconfig","title":"Use NativeLibraryConfig","text":"<p>We provide <code>LLama.Native.NativeLibraryConfig</code> class with singleton mode to allow users to customize the loading process of the native library. Any method of it should be called before the model loading, because a native library file must be decided before any model is loaded.</p>"},{"location":"Tutorials/NativeLibraryConfig/#load-specified-native-library-file","title":"Load specified native library file","text":"<p>All you need to do is adding the following code to the very beginning of your code.</p> <pre><code>NativeLibraryConfig.Instance.WithLibrary(\"&lt;Your native library path&gt;\");\n</code></pre>"},{"location":"Tutorials/NativeLibraryConfig/#automatically-select-one-from-multiple-native-library-files","title":"Automatically select one from multiple native library files","text":"<p>Let's consider this case: you don't know your user's device when distributing your application, so you put all the possible native libraries in a folder and want to select the best one depending on the user's device. LLamaSharp allows you to define the strategy to do it.</p> <ul> <li><code>NativeLibraryConfig.Instance.WithCuda</code>: decide if you want to use cuda if possible.</li> <li><code>NativeLibraryConfig.Instance.WithAvx</code>: decide the highest AVX level you want to use if possible.</li> <li><code>NativeLibraryConfig.Instance.WithSearchDirectory</code>: specify the directory to search the native library files.</li> <li><code>NativeLibraryConfig.Instance.WithAutoFallback</code>: whether to allow fall back to other options if no native library that matches your specified settings could be found.</li> </ul>"},{"location":"Tutorials/NativeLibraryConfig/#set-the-log-level-of-native-library-loading","title":"Set the log level of native library loading","text":"<pre><code>NativeLibraryConfig.Instance.WithLogs();\n</code></pre> <p>There are four log levels, which are error, warning, info and debug. If you are not sure if the correct library is selected, please set log level to <code>info</code> to see the full logs.</p>"},{"location":"Tutorials/Quantization/","title":"Quantization","text":"<p>Quantization is significant to accelerate the model inference. Since there's little accuracy (performance) reduction when quantizing the model, get it easy to quantize it!</p> <p>To quantize the model, please call <code>Quantize</code> from <code>LLamaQuantizer</code>, which is a static method.</p> <pre><code>string srcPath = \"&lt;model.bin&gt;\";\nstring dstPath = \"&lt;model_q4_0.bin&gt;\";\nLLamaQuantizer.Quantize(srcPath, dstPath, \"q4_0\");\n// The following overload is also okay.\n// LLamaQuantizer.Quantize(srcPath, dstPath, LLamaFtype.LLAMA_FTYPE_MOSTLY_Q4_0);\n</code></pre> <p>After calling it, a quantized model file will be saved.</p> <p>There're currently the following types of quantization supported:</p> <pre><code>{ \"Q4_0\",   LLAMA_FTYPE_MOSTLY_Q4_0,   \" 3.56G, +0.2166 ppl @ LLaMA-v1-7B\", },\n{ \"Q4_1\",   LLAMA_FTYPE_MOSTLY_Q4_1,   \" 3.90G, +0.1585 ppl @ LLaMA-v1-7B\", },\n{ \"Q5_0\",   LLAMA_FTYPE_MOSTLY_Q5_0,   \" 4.33G, +0.0683 ppl @ LLaMA-v1-7B\", },\n{ \"Q5_1\",   LLAMA_FTYPE_MOSTLY_Q5_1,   \" 4.70G, +0.0349 ppl @ LLaMA-v1-7B\", },\n{ \"IQ2_XXS\",LLAMA_FTYPE_MOSTLY_IQ2_XXS,\" 2.06 bpw quantization\",            },\n{ \"IQ2_XS\", LLAMA_FTYPE_MOSTLY_IQ2_XS, \" 2.31 bpw quantization\",            },\n{ \"IQ2_S\",  LLAMA_FTYPE_MOSTLY_IQ2_S,  \" 2.5  bpw quantization\",            },\n{ \"IQ2_M\",  LLAMA_FTYPE_MOSTLY_IQ2_M,  \" 2.7  bpw quantization\",            },\n{ \"IQ1_S\",  LLAMA_FTYPE_MOSTLY_IQ1_S,  \" 1.56 bpw quantization\",            },\n{ \"IQ1_M\",  LLAMA_FTYPE_MOSTLY_IQ1_M,  \" 1.75 bpw quantization\",            },\n{ \"Q2_K\",   LLAMA_FTYPE_MOSTLY_Q2_K,   \" 2.63G, +0.6717 ppl @ LLaMA-v1-7B\", },\n{ \"Q2_K_S\", LLAMA_FTYPE_MOSTLY_Q2_K_S, \" 2.16G, +9.0634 ppl @ LLaMA-v1-7B\", },\n{ \"IQ3_XXS\",LLAMA_FTYPE_MOSTLY_IQ3_XXS,\" 3.06 bpw quantization\",            },\n{ \"IQ3_S\",  LLAMA_FTYPE_MOSTLY_IQ3_S,  \" 3.44 bpw quantization\",            },\n{ \"IQ3_M\",  LLAMA_FTYPE_MOSTLY_IQ3_M,  \" 3.66 bpw quantization mix\",        },\n{ \"Q3_K\",   LLAMA_FTYPE_MOSTLY_Q3_K_M, \"alias for Q3_K_M\" },\n{ \"IQ3_XS\", LLAMA_FTYPE_MOSTLY_IQ3_XS, \" 3.3 bpw quantization\"   ,          },\n{ \"Q3_K_S\", LLAMA_FTYPE_MOSTLY_Q3_K_S, \" 2.75G, +0.5551 ppl @ LLaMA-v1-7B\", },\n{ \"Q3_K_M\", LLAMA_FTYPE_MOSTLY_Q3_K_M, \" 3.07G, +0.2496 ppl @ LLaMA-v1-7B\", },\n{ \"Q3_K_L\", LLAMA_FTYPE_MOSTLY_Q3_K_L, \" 3.35G, +0.1764 ppl @ LLaMA-v1-7B\", },\n{ \"IQ4_NL\", LLAMA_FTYPE_MOSTLY_IQ4_NL, \" 4.50 bpw non-linear quantization\", },\n{ \"IQ4_XS\", LLAMA_FTYPE_MOSTLY_IQ4_XS, \" 4.25 bpw non-linear quantization\", },\n{ \"Q4_K\",   LLAMA_FTYPE_MOSTLY_Q4_K_M, \"alias for Q4_K_M\", },\n{ \"Q4_K_S\", LLAMA_FTYPE_MOSTLY_Q4_K_S, \" 3.59G, +0.0992 ppl @ LLaMA-v1-7B\", },\n{ \"Q4_K_M\", LLAMA_FTYPE_MOSTLY_Q4_K_M, \" 3.80G, +0.0532 ppl @ LLaMA-v1-7B\", },\n{ \"Q5_K\",   LLAMA_FTYPE_MOSTLY_Q5_K_M, \"alias for Q5_K_M\", },\n{ \"Q5_K_S\", LLAMA_FTYPE_MOSTLY_Q5_K_S, \" 4.33G, +0.0400 ppl @ LLaMA-v1-7B\", },\n{ \"Q5_K_M\", LLAMA_FTYPE_MOSTLY_Q5_K_M, \" 4.45G, +0.0122 ppl @ LLaMA-v1-7B\", },\n{ \"Q6_K\",   LLAMA_FTYPE_MOSTLY_Q6_K,   \" 5.15G, +0.0008 ppl @ LLaMA-v1-7B\", },\n{ \"Q8_0\",   LLAMA_FTYPE_MOSTLY_Q8_0,   \" 6.70G, +0.0004 ppl @ LLaMA-v1-7B\", },\n{ \"F16\",    LLAMA_FTYPE_MOSTLY_F16,    \"13.00G              @ 7B\", },\n{ \"F32\",    LLAMA_FTYPE_ALL_F32,       \"26.00G              @ 7B\", },\n// Note: Ensure COPY comes after F32 to avoid ftype 0 from matching.\n{ \"COPY\",   LLAMA_FTYPE_ALL_F32,       \"only copy tensors, no quantizing\", },\n</code></pre>"},{"location":"Tutorials/UnderstandLLamaContext/","title":"Understand LLamaSharp context","text":"<p><code>LLamaContext</code> is the most important component as a link between native APIs and higher-level APIs. It contains the basic settings for model inference and holds the kv-cache, which could significantly accelerate the model inference. Since <code>LLamaContext</code> is not coupled with <code>LLamaWeights</code>, it's possible to create multiple context based on one piece of model weight. Each <code>ILLamaExecutor</code> will hold a <code>LLamaContext</code> instance, but it's possible to switch to different context in an executor.</p> <p>If your application has multiple sessions, please take care of managing <code>LLamaContext</code>.</p> <p><code>LLamaContext</code> takes the following parameters as its settings. Note that the parameters could not be changed once the context has been created.</p> <pre><code>public interface IContextParams\n{\n/// &lt;summary&gt;\n/// Model context size (n_ctx)\n/// &lt;/summary&gt;\nuint? ContextSize { get; }\n\n/// &lt;summary&gt;\n/// batch size for prompt processing (must be &gt;=32 to use BLAS) (n_batch)\n/// &lt;/summary&gt;\nuint BatchSize { get; }\n\n/// &lt;summary&gt;\n/// Seed for the random number generator (seed)\n/// &lt;/summary&gt;\nuint Seed { get; }\n\n/// &lt;summary&gt;\n/// Whether to use embedding mode. (embedding) Note that if this is set to true, \n/// The LLamaModel won't produce text response anymore.\n/// &lt;/summary&gt;\nbool EmbeddingMode { get; }\n\n/// &lt;summary&gt;\n/// RoPE base frequency (null to fetch from the model)\n/// &lt;/summary&gt;\nfloat? RopeFrequencyBase { get; }\n\n/// &lt;summary&gt;\n/// RoPE frequency scaling factor (null to fetch from the model)\n/// &lt;/summary&gt;\nfloat? RopeFrequencyScale { get; }\n\n/// &lt;summary&gt;\n/// The encoding to use for models\n/// &lt;/summary&gt;\nEncoding Encoding { get; }\n\n/// &lt;summary&gt;\n/// Number of threads (null = autodetect) (n_threads)\n/// &lt;/summary&gt;\nuint? Threads { get; }\n\n/// &lt;summary&gt;\n/// Number of threads to use for batch processing (null = autodetect) (n_threads)\n/// &lt;/summary&gt;\nuint? BatchThreads { get; }\n\n/// &lt;summary&gt;\n/// YaRN extrapolation mix factor (null = from model)\n/// &lt;/summary&gt;\nfloat? YarnExtrapolationFactor { get; }\n\n/// &lt;summary&gt;\n/// YaRN magnitude scaling factor (null = from model)\n/// &lt;/summary&gt;\nfloat? YarnAttentionFactor { get; }\n\n/// &lt;summary&gt;\n/// YaRN low correction dim (null = from model)\n/// &lt;/summary&gt;\nfloat? YarnBetaFast { get; }\n\n/// &lt;summary&gt;\n/// YaRN high correction dim (null = from model)\n/// &lt;/summary&gt;\nfloat? YarnBetaSlow { get; }\n\n/// &lt;summary&gt;\n/// YaRN original context length (null = from model)\n/// &lt;/summary&gt;\nuint? YarnOriginalContext { get; }\n\n/// &lt;summary&gt;\n/// YaRN scaling method to use.\n/// &lt;/summary&gt;\nRopeScalingType? YarnScalingType { get; }\n\n/// &lt;summary&gt;\n/// Override the type of the K cache\n/// &lt;/summary&gt;\nGGMLType? TypeK { get; }\n\n/// &lt;summary&gt;\n/// Override the type of the V cache\n/// &lt;/summary&gt;\nGGMLType? TypeV { get; }\n\n/// &lt;summary&gt;\n/// Whether to disable offloading the KQV cache to the GPU\n/// &lt;/summary&gt;\nbool NoKqvOffload { get; }\n\n/// &lt;summary&gt;\n/// defragment the KV cache if holes/size &amp;gt; defrag_threshold, Set to &amp;lt; 0 to disable (default)\n/// &lt;/summary&gt;\nfloat DefragThreshold { get; }\n\n/// &lt;summary&gt;\n/// Whether to pool (sum) embedding results by sequence id (ignored if no pooling layer)\n/// &lt;/summary&gt;\nbool DoPooling { get; }\n}\n</code></pre> <p><code>LLamaContext</code> has its state, which could be saved and loaded.</p> <pre><code>LLamaContext.SaveState(string filename)\nLLamaContext.GetState()\n</code></pre>"},{"location":"xmldocs/","title":"LLamaSharp","text":""},{"location":"xmldocs/#llama","title":"LLama","text":"<p>AntipromptProcessor</p> <p>ChatSession</p> <p>InstructExecutor</p> <p>InteractiveExecutor</p> <p>LLamaContext</p> <p>LLamaEmbedder</p> <p>LLamaQuantizer</p> <p>LLamaTransforms</p> <p>LLamaWeights</p> <p>LLavaWeights</p> <p>SessionState</p> <p>StatefulExecutorBase</p> <p>StatelessExecutor</p> <p>StreamingTokenDecoder</p>"},{"location":"xmldocs/#llamaabstractions","title":"LLama.Abstractions","text":"<p>AdapterCollection</p> <p>IContextParams</p> <p>IHistoryTransform</p> <p>IInferenceParams</p> <p>ILLamaExecutor</p> <p>ILLamaParams</p> <p>IModelParams</p> <p>ITextStreamTransform</p> <p>ITextTransform</p> <p>LoraAdapter</p> <p>MetadataOverride</p> <p>MetadataOverrideConverter</p> <p>TensorSplitsCollection</p> <p>TensorSplitsCollectionConverter</p>"},{"location":"xmldocs/#llamabatched","title":"LLama.Batched","text":"<p>AlreadyPromptedConversationException</p> <p>BatchedExecutor</p> <p>CannotForkWhileRequiresInferenceException</p> <p>CannotModifyWhileRequiresInferenceException</p> <p>CannotSampleRequiresInferenceException</p> <p>CannotSampleRequiresPromptException</p> <p>Conversation</p> <p>ConversationExtensions</p> <p>ExperimentalBatchedExecutorException</p>"},{"location":"xmldocs/#llamacommon","title":"LLama.Common","text":"<p>AuthorRole</p> <p>ChatHistory</p> <p>FixedSizeQueue&lt;T&gt;</p> <p>InferenceParams</p> <p>MirostatType</p> <p>ModelParams</p>"},{"location":"xmldocs/#llamaexceptions","title":"LLama.Exceptions","text":"<p>GrammarExpectedName</p> <p>GrammarExpectedNext</p> <p>GrammarExpectedPrevious</p> <p>GrammarFormatException</p> <p>GrammarUnexpectedCharAltElement</p> <p>GrammarUnexpectedCharRngElement</p> <p>GrammarUnexpectedEndElement</p> <p>GrammarUnexpectedEndOfInput</p> <p>GrammarUnexpectedHexCharsCount</p> <p>GrammarUnknownEscapeCharacter</p> <p>LLamaDecodeError</p> <p>LoadWeightsFailedException</p> <p>RuntimeError</p>"},{"location":"xmldocs/#llamaextensions","title":"LLama.Extensions","text":"<p>IContextParamsExtensions</p> <p>IModelParamsExtensions</p>"},{"location":"xmldocs/#llamagrammars","title":"LLama.Grammars","text":"<p>Grammar</p> <p>GrammarRule</p>"},{"location":"xmldocs/#llamanative","title":"LLama.Native","text":"<p>DecodeResult</p> <p>GGMLType</p> <p>GPUSplitMode</p> <p>LLamaBatch</p> <p>LLamaBeamsState</p> <p>LLamaBeamView</p> <p>LLamaChatMessage</p> <p>LLamaContextParams</p> <p>LLamaFtype</p> <p>LLamaGrammarElement</p> <p>LLamaGrammarElementType</p> <p>LLamaKvCacheView</p> <p>LLamaKvCacheViewCell</p> <p>LLamaKvCacheViewSafeHandle</p> <p>LLamaLogLevel</p> <p>LLamaModelKvOverrideType</p> <p>LLamaModelMetadataOverride</p> <p>LLamaModelParams</p> <p>LLamaModelQuantizeParams</p> <p>LLamaNativeBatch</p> <p>LLamaPoolingType</p> <p>LLamaPos</p> <p>LLamaRopeType</p> <p>LLamaSeqId</p> <p>LLamaToken</p> <p>LLamaTokenData</p> <p>LLamaTokenDataArray</p> <p>LLamaTokenDataArrayNative</p> <p>LLamaTokenType</p> <p>LLamaVocabType</p> <p>LLavaImageEmbed</p> <p>NativeApi</p> <p>NativeLibraryConfig</p> <p>RopeScalingType</p> <p>SafeLLamaContextHandle</p> <p>SafeLLamaGrammarHandle</p> <p>SafeLLamaHandleBase</p> <p>SafeLlamaModelHandle</p> <p>SafeLlavaImageEmbedHandle</p> <p>SafeLlavaModelHandle</p>"},{"location":"xmldocs/#llamasampling","title":"LLama.Sampling","text":"<p>BaseSamplingPipeline</p> <p>DefaultSamplingPipeline</p> <p>GreedySamplingPipeline</p> <p>ISamplingPipeline</p> <p>ISamplingPipelineExtensions</p> <p>Mirostate2SamplingPipeline</p> <p>MirostateSamplingPipeline</p>"},{"location":"xmldocs/llama.abstractions.adaptercollection/","title":"AdapterCollection","text":"<p>Namespace: LLama.Abstractions</p> <p>A list of LoraAdapter objects</p> <pre><code>public sealed class AdapterCollection : System.Collections.Generic.List`1[[LLama.Abstractions.LoraAdapter, LLamaSharp, Version=0.0.0.0, Culture=neutral, PublicKeyToken=null]], System.Collections.Generic.IList`1[[LLama.Abstractions.LoraAdapter, LLamaSharp, Version=0.0.0.0, Culture=neutral, PublicKeyToken=null]], System.Collections.Generic.ICollection`1[[LLama.Abstractions.LoraAdapter, LLamaSharp, Version=0.0.0.0, Culture=neutral, 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Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.abstractions.adaptercollection/#parameters_1","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.abstractions.adaptercollection/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.abstractions.adaptercollection/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.abstractions.adaptercollection/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/","title":"IContextParams","text":"<p>Namespace: LLama.Abstractions</p> <p>The parameters for initializing a LLama context from a model.</p> <pre><code>public interface 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(embedding) Note that if this is set to true,   The LLamaModel won't produce text response anymore.</p> <pre><code>public abstract bool EmbeddingMode { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_3","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#ropefrequencybase","title":"RopeFrequencyBase","text":"<p>RoPE base frequency (null to fetch from the model)</p> <pre><code>public abstract Nullable&lt;float&gt; RopeFrequencyBase { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_4","title":"Property Value","text":"<p>Nullable&lt;Single&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#ropefrequencyscale","title":"RopeFrequencyScale","text":"<p>RoPE frequency scaling factor (null to fetch from the model)</p> <pre><code>public abstract Nullable&lt;float&gt; RopeFrequencyScale { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_5","title":"Property Value","text":"<p>Nullable&lt;Single&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#encoding","title":"Encoding","text":"<p>The encoding to use for models</p> <pre><code>public abstract Encoding Encoding { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_6","title":"Property Value","text":"<p>Encoding</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#threads","title":"Threads","text":"<p>Number of threads (null = autodetect) (n_threads)</p> <pre><code>public abstract Nullable&lt;uint&gt; Threads { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_7","title":"Property Value","text":"<p>Nullable&lt;UInt32&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#batchthreads","title":"BatchThreads","text":"<p>Number of threads to use for batch processing (null = autodetect) (n_threads)</p> <pre><code>public abstract Nullable&lt;uint&gt; BatchThreads { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_8","title":"Property Value","text":"<p>Nullable&lt;UInt32&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#yarnextrapolationfactor","title":"YarnExtrapolationFactor","text":"<p>YaRN extrapolation mix factor (null = from model)</p> <pre><code>public abstract Nullable&lt;float&gt; YarnExtrapolationFactor { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_9","title":"Property Value","text":"<p>Nullable&lt;Single&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#yarnattentionfactor","title":"YarnAttentionFactor","text":"<p>YaRN magnitude scaling factor (null = from model)</p> <pre><code>public abstract Nullable&lt;float&gt; YarnAttentionFactor { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_10","title":"Property Value","text":"<p>Nullable&lt;Single&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#yarnbetafast","title":"YarnBetaFast","text":"<p>YaRN low correction dim (null = from model)</p> <pre><code>public abstract Nullable&lt;float&gt; YarnBetaFast { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_11","title":"Property Value","text":"<p>Nullable&lt;Single&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#yarnbetaslow","title":"YarnBetaSlow","text":"<p>YaRN high correction dim (null = from model)</p> <pre><code>public abstract Nullable&lt;float&gt; YarnBetaSlow { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_12","title":"Property Value","text":"<p>Nullable&lt;Single&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#yarnoriginalcontext","title":"YarnOriginalContext","text":"<p>YaRN original context length (null = from model)</p> <pre><code>public abstract Nullable&lt;uint&gt; YarnOriginalContext { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_13","title":"Property Value","text":"<p>Nullable&lt;UInt32&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#yarnscalingtype","title":"YarnScalingType","text":"<p>YaRN scaling method to use.</p> <pre><code>public abstract Nullable&lt;RopeScalingType&gt; YarnScalingType { get; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.icontextparams/#property-value_14","title":"Property Value","text":"<p>Nullable&lt;RopeScalingType&gt;</p>"},{"location":"xmldocs/llama.abstractions.icontextparams/#typek","title":"TypeK","text":"<p>Override the type of the K cache</p> <pre><code>public abstract Nullable&lt;GGMLType&gt; 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set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#maxtokens","title":"MaxTokens","text":"<p>how many new tokens to predict (n_predict), set to -1 to inifinitely generate response  until it complete.</p> <pre><code>public abstract int MaxTokens { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_1","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#logitbias","title":"LogitBias","text":"<p>logit bias for specific tokens</p> <pre><code>public abstract Dictionary&lt;LLamaToken, float&gt; LogitBias { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_2","title":"Property Value","text":"<p>Dictionary&lt;LLamaToken, Single&gt;</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#antiprompts","title":"AntiPrompts","text":"<p>Sequences where the model will stop generating further tokens.</p> <pre><code>public abstract IReadOnlyList&lt;string&gt; AntiPrompts { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_3","title":"Property Value","text":"<p>IReadOnlyList&lt;String&gt;</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#topk","title":"TopK","text":"<p>0 or lower to use vocab size</p> <pre><code>public abstract int TopK { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_4","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#topp","title":"TopP","text":"<p>1.0 = disabled</p> <pre><code>public abstract float TopP { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_5","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#minp","title":"MinP","text":"<p>0.0 = disabled</p> <pre><code>public abstract float MinP { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_6","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#tfsz","title":"TfsZ","text":"<p>1.0 = disabled</p> <pre><code>public abstract float TfsZ { get; 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set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_11","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#frequencypenalty","title":"FrequencyPenalty","text":"<p>frequency penalty coefficient  0.0 = disabled</p> <pre><code>public abstract float FrequencyPenalty { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_12","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#presencepenalty","title":"PresencePenalty","text":"<p>presence penalty coefficient  0.0 = disabled</p> <pre><code>public abstract float PresencePenalty { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#property-value_13","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.abstractions.iinferenceparams/#mirostat","title":"Mirostat","text":"<p>Mirostat uses tokens instead of words.  algorithm described in the paper https://arxiv.org/abs/2007.14966.  0 = disabled, 1 = mirostat, 2 = mirostat 2.0</p> <pre><code>public abstract MirostatType Mirostat { get; 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Leaves \"keep\" tokens at the start completely untouched. This can be used to free up space when the context  gets full, keeping the prompt at the start intact.</p> <pre><code>public static void ShiftLeft(Conversation conversation, int count, int keep)\n</code></pre>"},{"location":"xmldocs/llama.batched.conversationextensions/#parameters_1","title":"Parameters","text":"<p><code>conversation</code> Conversation The conversation to rewind</p> <p><code>count</code> Int32 How much to shift tokens over by</p> <p><code>keep</code> Int32 The number of tokens at the start which should not be shifted</p>"},{"location":"xmldocs/llama.batched.experimentalbatchedexecutorexception/","title":"ExperimentalBatchedExecutorException","text":"<p>Namespace: LLama.Batched</p> <p>Base class for exceptions thrown from BatchedExecutor</p> <pre><code>public class ExperimentalBatchedExecutorException : System.Exception, System.Runtime.Serialization.ISerializable\n</code></pre> <p>Inheritance Object \u2192 Exception \u2192 ExperimentalBatchedExecutorException 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INPUT_TRANSFORM_FILENAME;\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#output_transform_filename","title":"OUTPUT_TRANSFORM_FILENAME","text":"<p>The filename for the serialized output transform.</p> <pre><code>public static string OUTPUT_TRANSFORM_FILENAME;\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#history_transform_filename","title":"HISTORY_TRANSFORM_FILENAME","text":"<p>The filename for the serialized history transform.</p> <pre><code>public static string HISTORY_TRANSFORM_FILENAME;\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.chatsession/#executor","title":"Executor","text":"<p>The executor for this session.</p> <pre><code>public ILLamaExecutor Executor { get; private set; }\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#property-value","title":"Property Value","text":"<p>ILLamaExecutor</p>"},{"location":"xmldocs/llama.chatsession/#history","title":"History","text":"<p>The chat history for this session.</p> <pre><code>public ChatHistory History { get; private set; }\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#property-value_1","title":"Property Value","text":"<p>ChatHistory</p>"},{"location":"xmldocs/llama.chatsession/#historytransform","title":"HistoryTransform","text":"<p>The history transform used in this session.</p> <pre><code>public IHistoryTransform HistoryTransform { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#property-value_2","title":"Property Value","text":"<p>IHistoryTransform</p>"},{"location":"xmldocs/llama.chatsession/#inputtransformpipeline","title":"InputTransformPipeline","text":"<p>The input transform pipeline used in this session.</p> <pre><code>public List&lt;ITextTransform&gt; InputTransformPipeline { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#property-value_3","title":"Property Value","text":"<p>List&lt;ITextTransform&gt;</p>"},{"location":"xmldocs/llama.chatsession/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.chatsession/#chatsessionillamaexecutor","title":"ChatSession(ILLamaExecutor)","text":"<p>Create a new chat session.</p> <pre><code>public ChatSession(ILLamaExecutor executor)\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#parameters","title":"Parameters","text":"<p><code>executor</code> ILLamaExecutor The executor for this session</p>"},{"location":"xmldocs/llama.chatsession/#chatsessionillamaexecutor-chathistory","title":"ChatSession(ILLamaExecutor, ChatHistory)","text":"<p>Create a new chat session with a custom history.</p> <pre><code>public ChatSession(ILLamaExecutor executor, ChatHistory history)\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#parameters_1","title":"Parameters","text":"<p><code>executor</code> ILLamaExecutor</p> <p><code>history</code> ChatHistory</p>"},{"location":"xmldocs/llama.chatsession/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.chatsession/#initializesessionfromhistoryasyncillamaexecutor-chathistory","title":"InitializeSessionFromHistoryAsync(ILLamaExecutor, ChatHistory)","text":"<p>Create a new chat session and preprocess history.</p> <pre><code>public static Task&lt;ChatSession&gt; InitializeSessionFromHistoryAsync(ILLamaExecutor executor, ChatHistory history)\n</code></pre>"},{"location":"xmldocs/llama.chatsession/#parameters_2","title":"Parameters","text":"<p><code>executor</code> ILLamaExecutor The executor for this session</p> <p><code>history</code> ChatHistory History for this 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Chat(string text, string prompt)\n</code></pre>"},{"location":"xmldocs/llama.llamamodel/#parameters_6","title":"Parameters","text":"<p><code>text</code> String</p> <p><code>prompt</code> String</p>"},{"location":"xmldocs/llama.llamamodel/#returns_2","title":"Returns","text":"<p>IEnumerable&lt;String&gt;</p>"},{"location":"xmldocs/llama.llamamodel/#callstring","title":"Call(String)","text":"<pre><code>public IEnumerable&lt;string&gt; Call(string text)\n</code></pre>"},{"location":"xmldocs/llama.llamamodel/#parameters_7","title":"Parameters","text":"<p><code>text</code> String</p>"},{"location":"xmldocs/llama.llamamodel/#returns_3","title":"Returns","text":"<p>IEnumerable&lt;String&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/","title":"LLamaModelV1","text":"<p>Namespace: LLama</p>"},{"location":"xmldocs/llama.llamamodelv1/#caution","title":"Caution","text":"<p>This type is obsolete.</p> <pre><code>public class LLamaModelV1\n</code></pre> <p>Inheritance Object \u2192 LLamaModelV1</p>"},{"location":"xmldocs/llama.llamamodelv1/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.llamamodelv1/#llamamodelv1string-int32-int32-int32-boolean-boolean-boolean-boolean-boolean-boolean-int32-int32-int32-string-string-boolean","title":"LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)","text":"<pre><code>public LLamaModelV1(string model_path, int n_ctx, int n_parts, int seed, bool f16_kv, bool logits_all, bool vocab_only, bool use_mmap, bool use_mlock, bool embedding, int n_threads, int n_batch, int last_n_tokens_size, string lora_base, string lora_path, bool verbose)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters","title":"Parameters","text":"<p><code>model_path</code> String</p> <p><code>n_ctx</code> Int32</p> <p><code>n_parts</code> Int32</p> <p><code>seed</code> Int32</p> <p><code>f16_kv</code> Boolean</p> <p><code>logits_all</code> Boolean</p> <p><code>vocab_only</code> Boolean</p> <p><code>use_mmap</code> Boolean</p> <p><code>use_mlock</code> Boolean</p> <p><code>embedding</code> Boolean</p> <p><code>n_threads</code> Int32</p> <p><code>n_batch</code> Int32</p> <p><code>last_n_tokens_size</code> Int32</p> <p><code>lora_base</code> String</p> <p><code>lora_path</code> String</p> <p><code>verbose</code> Boolean</p>"},{"location":"xmldocs/llama.llamamodelv1/#llamamodelv1llamamodelv1","title":"LLamaModelV1(LLamaModelV1)","text":"<pre><code>public LLamaModelV1(LLamaModelV1 other)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_1","title":"Parameters","text":"<p><code>other</code> LLamaModelV1</p>"},{"location":"xmldocs/llama.llamamodelv1/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.llamamodelv1/#tokenizestring","title":"Tokenize(String)","text":"<pre><code>public List&lt;int&gt; Tokenize(string text)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_2","title":"Parameters","text":"<p><code>text</code> String</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns","title":"Returns","text":"<p>List&lt;Int32&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#detokenizeienumerableint32","title":"DeTokenize(IEnumerable&lt;Int32&gt;)","text":"<pre><code>public string DeTokenize(IEnumerable&lt;int&gt; tokens)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_3","title":"Parameters","text":"<p><code>tokens</code> IEnumerable&lt;Int32&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_1","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.llamamodelv1/#detokenizeint32","title":"DeTokenize(Int32)","text":"<pre><code>public string DeTokenize(int token)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_4","title":"Parameters","text":"<p><code>token</code> Int32</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_2","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.llamamodelv1/#setcachellamacache","title":"SetCache(LLamaCache)","text":"<pre><code>public void SetCache(LLamaCache cache)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_5","title":"Parameters","text":"<p><code>cache</code> LLamaCache</p>"},{"location":"xmldocs/llama.llamamodelv1/#reset","title":"Reset()","text":"<pre><code>public void Reset()\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#evallistint32","title":"Eval(List&lt;Int32&gt;)","text":"<pre><code>public void Eval(List&lt;int&gt; tokens)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_6","title":"Parameters","text":"<p><code>tokens</code> List&lt;Int32&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#sampleint32-single-single-single-single-single","title":"Sample(Int32, Single, Single, Single, Single, Single)","text":"<pre><code>public int Sample(int top_k, float top_p, float temp, float repeat_penalty, float frequency_penalty, float presence_penalty)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_7","title":"Parameters","text":"<p><code>top_k</code> Int32</p> <p><code>top_p</code> Single</p> <p><code>temp</code> Single</p> <p><code>repeat_penalty</code> Single</p> <p><code>frequency_penalty</code> Single</p> <p><code>presence_penalty</code> Single</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_3","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.llamamodelv1/#generateienumerableint32-int32-single-single-single-single-single-boolean","title":"Generate(IEnumerable&lt;Int32&gt;, Int32, Single, Single, Single, Single, Single, Boolean)","text":"<pre><code>public IEnumerable&lt;int&gt; Generate(IEnumerable&lt;int&gt; tokens, int top_k, float top_p, float temp, float repeat_penalty, float frequency_penalty, float presence_penalty, bool reset)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_8","title":"Parameters","text":"<p><code>tokens</code> IEnumerable&lt;Int32&gt;</p> <p><code>top_k</code> Int32</p> <p><code>top_p</code> Single</p> <p><code>temp</code> Single</p> <p><code>repeat_penalty</code> Single</p> <p><code>frequency_penalty</code> Single</p> <p><code>presence_penalty</code> Single</p> <p><code>reset</code> Boolean</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_4","title":"Returns","text":"<p>IEnumerable&lt;Int32&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#createembeddingstring","title":"CreateEmbedding(String)","text":"<pre><code>public Embedding CreateEmbedding(string input)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_9","title":"Parameters","text":"<p><code>input</code> String</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_5","title":"Returns","text":"<p>Embedding</p>"},{"location":"xmldocs/llama.llamamodelv1/#embedstring","title":"Embed(String)","text":"<pre><code>public Single[] Embed(string input)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_10","title":"Parameters","text":"<p><code>input</code> String</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_6","title":"Returns","text":"<p>Single[]</p>"},{"location":"xmldocs/llama.llamamodelv1/#createcompletionstring-string-int32-single-single-int32-boolean-string-single-single-single-int32","title":"CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)","text":"<pre><code>public IEnumerable&lt;CompletionChunk&gt; CreateCompletion(string prompt, string suffix, int max_tokens, float temperature, float top_p, int logprobs, bool echo, String[] stop, float frequency_penalty, float presence_penalty, float repeat_penalty, int top_k)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_11","title":"Parameters","text":"<p><code>prompt</code> String</p> <p><code>suffix</code> String</p> <p><code>max_tokens</code> Int32</p> <p><code>temperature</code> Single</p> <p><code>top_p</code> Single</p> <p><code>logprobs</code> Int32</p> <p><code>echo</code> Boolean</p> <p><code>stop</code> String[]</p> <p><code>frequency_penalty</code> Single</p> <p><code>presence_penalty</code> Single</p> <p><code>repeat_penalty</code> Single</p> <p><code>top_k</code> Int32</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_7","title":"Returns","text":"<p>IEnumerable&lt;CompletionChunk&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#callstring-string-int32-single-single-int32-boolean-string-single-single-single-int32","title":"Call(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)","text":"<pre><code>public IEnumerable&lt;CompletionChunk&gt; Call(string prompt, string suffix, int max_tokens, float temperature, float top_p, int logprobs, bool echo, String[] stop, float frequency_penalty, float presence_penalty, float repeat_penalty, int top_k)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_12","title":"Parameters","text":"<p><code>prompt</code> String</p> <p><code>suffix</code> String</p> <p><code>max_tokens</code> Int32</p> <p><code>temperature</code> Single</p> <p><code>top_p</code> Single</p> <p><code>logprobs</code> Int32</p> <p><code>echo</code> Boolean</p> <p><code>stop</code> String[]</p> <p><code>frequency_penalty</code> Single</p> <p><code>presence_penalty</code> Single</p> <p><code>repeat_penalty</code> Single</p> <p><code>top_k</code> Int32</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_8","title":"Returns","text":"<p>IEnumerable&lt;CompletionChunk&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#createchatcompletionienumerablechatcompletionmessage-single-single-int32-string-int32-single-single-single","title":"CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt;, Single, Single, Int32, String[], Int32, Single, Single, Single)","text":"<pre><code>public IEnumerable&lt;ChatCompletionChunk&gt; CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt; messages, float temperature, float top_p, int top_k, String[] stop, int max_tokens, float presence_penalty, float frequency_penalty, float repeat_penalty)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_13","title":"Parameters","text":"<p><code>messages</code> IEnumerable&lt;ChatCompletionMessage&gt;</p> <p><code>temperature</code> Single</p> <p><code>top_p</code> Single</p> <p><code>top_k</code> Int32</p> <p><code>stop</code> String[]</p> <p><code>max_tokens</code> Int32</p> <p><code>presence_penalty</code> Single</p> <p><code>frequency_penalty</code> Single</p> <p><code>repeat_penalty</code> Single</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_9","title":"Returns","text":"<p>IEnumerable&lt;ChatCompletionChunk&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#savestate","title":"SaveState()","text":"<pre><code>public LLamaState SaveState()\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#returns_10","title":"Returns","text":"<p>LLamaState</p>"},{"location":"xmldocs/llama.llamamodelv1/#loadstatellamastate","title":"LoadState(LLamaState)","text":"<pre><code>public void LoadState(LLamaState state)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_14","title":"Parameters","text":"<p><code>state</code> LLamaState</p>"},{"location":"xmldocs/llama.llamamodelv1/#longesttokenprefixienumerableint32-ienumerableint32","title":"LongestTokenPrefix(IEnumerable&lt;Int32&gt;, IEnumerable&lt;Int32&gt;)","text":"<pre><code>internal static int LongestTokenPrefix(IEnumerable&lt;int&gt; a, IEnumerable&lt;int&gt; b)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_15","title":"Parameters","text":"<p><code>a</code> IEnumerable&lt;Int32&gt;</p> <p><code>b</code> IEnumerable&lt;Int32&gt;</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_11","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.llamamodelv1/#createchatcompletiong__getrole31_0chatcompletionmessage","title":"&lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage)","text":"<pre><code>internal static string &lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage message)\n</code></pre>"},{"location":"xmldocs/llama.llamamodelv1/#parameters_16","title":"Parameters","text":"<p><code>message</code> ChatCompletionMessage</p>"},{"location":"xmldocs/llama.llamamodelv1/#returns_12","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.llamaparams/","title":"LLamaParams","text":"<p>Namespace: LLama</p> <pre><code>public struct LLamaParams\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaParams</p>"},{"location":"xmldocs/llama.llamaparams/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.llamaparams/#seed","title":"seed","text":"<pre><code>public int seed;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#n_threads","title":"n_threads","text":"<pre><code>public int n_threads;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#n_predict","title":"n_predict","text":"<pre><code>public int n_predict;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#n_parts","title":"n_parts","text":"<pre><code>public int n_parts;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#n_ctx","title":"n_ctx","text":"<pre><code>public int n_ctx;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#n_batch","title":"n_batch","text":"<pre><code>public int n_batch;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#n_keep","title":"n_keep","text":"<pre><code>public int n_keep;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#logit_bias","title":"logit_bias","text":"<pre><code>public Dictionary&lt;int, float&gt; logit_bias;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#top_k","title":"top_k","text":"<pre><code>public int top_k;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#top_p","title":"top_p","text":"<pre><code>public float top_p;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#tfs_z","title":"tfs_z","text":"<pre><code>public float tfs_z;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#typical_p","title":"typical_p","text":"<pre><code>public float typical_p;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#temp","title":"temp","text":"<pre><code>public float temp;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#repeat_penalty","title":"repeat_penalty","text":"<pre><code>public float repeat_penalty;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#repeat_last_n","title":"repeat_last_n","text":"<pre><code>public int repeat_last_n;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#frequency_penalty","title":"frequency_penalty","text":"<pre><code>public float frequency_penalty;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#presence_penalty","title":"presence_penalty","text":"<pre><code>public float presence_penalty;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#mirostat","title":"mirostat","text":"<pre><code>public int mirostat;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#mirostat_tau","title":"mirostat_tau","text":"<pre><code>public float mirostat_tau;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#mirostat_eta","title":"mirostat_eta","text":"<pre><code>public float mirostat_eta;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#model","title":"model","text":"<pre><code>public string model;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#prompt","title":"prompt","text":"<pre><code>public string prompt;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#path_session","title":"path_session","text":"<pre><code>public string path_session;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#input_prefix","title":"input_prefix","text":"<pre><code>public string input_prefix;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#input_suffix","title":"input_suffix","text":"<pre><code>public string input_suffix;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#antiprompt","title":"antiprompt","text":"<pre><code>public List&lt;string&gt; antiprompt;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#lora_adapter","title":"lora_adapter","text":"<pre><code>public string lora_adapter;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#lora_base","title":"lora_base","text":"<pre><code>public string lora_base;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#memory_f16","title":"memory_f16","text":"<pre><code>public bool memory_f16;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#random_prompt","title":"random_prompt","text":"<pre><code>public bool random_prompt;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#use_color","title":"use_color","text":"<pre><code>public bool use_color;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#interactive","title":"interactive","text":"<pre><code>public bool interactive;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#embedding","title":"embedding","text":"<pre><code>public bool embedding;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#interactive_first","title":"interactive_first","text":"<pre><code>public bool interactive_first;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#instruct","title":"instruct","text":"<pre><code>public bool instruct;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#penalize_nl","title":"penalize_nl","text":"<pre><code>public bool penalize_nl;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#perplexity","title":"perplexity","text":"<pre><code>public bool perplexity;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#use_mmap","title":"use_mmap","text":"<pre><code>public bool use_mmap;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#use_mlock","title":"use_mlock","text":"<pre><code>public bool use_mlock;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#mem_test","title":"mem_test","text":"<pre><code>public bool mem_test;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#verbose_prompt","title":"verbose_prompt","text":"<pre><code>public bool verbose_prompt;\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.llamaparams/#llamaparamsint32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean","title":"LLamaParams(Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, String, List&lt;String&gt;, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)","text":"<pre><code>LLamaParams(int seed, int n_threads, int n_predict, int n_parts, int n_ctx, int n_batch, int n_keep, Dictionary&lt;int, float&gt; logit_bias, int top_k, float top_p, float tfs_z, float typical_p, float temp, float repeat_penalty, int repeat_last_n, float frequency_penalty, float presence_penalty, int mirostat, float mirostat_tau, float mirostat_eta, string model, string prompt, string path_session, string input_prefix, string input_suffix, List&lt;string&gt; antiprompt, string lora_adapter, string lora_base, bool memory_f16, bool random_prompt, bool use_color, bool interactive, bool embedding, bool interactive_first, bool instruct, bool penalize_nl, bool perplexity, bool use_mmap, bool use_mlock, bool mem_test, bool verbose_prompt)\n</code></pre>"},{"location":"xmldocs/llama.llamaparams/#parameters","title":"Parameters","text":"<p><code>seed</code> Int32</p> <p><code>n_threads</code> Int32</p> <p><code>n_predict</code> Int32</p> <p><code>n_parts</code> Int32</p> <p><code>n_ctx</code> Int32</p> <p><code>n_batch</code> Int32</p> <p><code>n_keep</code> Int32</p> <p><code>logit_bias</code> Dictionary&lt;Int32, Single&gt;</p> <p><code>top_k</code> Int32</p> <p><code>top_p</code> Single</p> <p><code>tfs_z</code> Single</p> <p><code>typical_p</code> Single</p> <p><code>temp</code> Single</p> <p><code>repeat_penalty</code> Single</p> <p><code>repeat_last_n</code> Int32</p> <p><code>frequency_penalty</code> Single</p> <p><code>presence_penalty</code> Single</p> <p><code>mirostat</code> Int32</p> <p><code>mirostat_tau</code> Single</p> <p><code>mirostat_eta</code> Single</p> <p><code>model</code> String</p> <p><code>prompt</code> String</p> <p><code>path_session</code> String</p> <p><code>input_prefix</code> String</p> <p><code>input_suffix</code> String</p> <p><code>antiprompt</code> List&lt;String&gt;</p> <p><code>lora_adapter</code> String</p> <p><code>lora_base</code> String</p> <p><code>memory_f16</code> Boolean</p> <p><code>random_prompt</code> Boolean</p> <p><code>use_color</code> Boolean</p> <p><code>interactive</code> Boolean</p> <p><code>embedding</code> Boolean</p> <p><code>interactive_first</code> Boolean</p> <p><code>instruct</code> Boolean</p> <p><code>penalize_nl</code> Boolean</p> <p><code>perplexity</code> Boolean</p> <p><code>use_mmap</code> Boolean</p> <p><code>use_mlock</code> Boolean</p> <p><code>mem_test</code> Boolean</p> <p><code>verbose_prompt</code> Boolean</p>"},{"location":"xmldocs/llama.llamaquantizer/","title":"LLamaQuantizer","text":"<p>Namespace: LLama</p> <p>The quantizer to quantize the model.</p> <pre><code>public static class LLamaQuantizer\n</code></pre> <p>Inheritance Object \u2192 LLamaQuantizer</p>"},{"location":"xmldocs/llama.llamaquantizer/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.llamaquantizer/#quantizestring-string-llamaftype-int32-boolean-boolean","title":"Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)","text":"<p>Quantize the model.</p> <pre><code>public static bool Quantize(string srcFileName, string dstFilename, LLamaFtype ftype, int nthread, bool allowRequantize, bool quantizeOutputTensor)\n</code></pre>"},{"location":"xmldocs/llama.llamaquantizer/#parameters","title":"Parameters","text":"<p><code>srcFileName</code> String The model file to be quantized.</p> <p><code>dstFilename</code> String The path to save the quantized model.</p> <p><code>ftype</code> LLamaFtype The type of quantization.</p> <p><code>nthread</code> Int32 Thread to be used during the quantization. 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By default it's the physical core number.</p> <p><code>allowRequantize</code> Boolean</p> <p><code>quantizeOutputTensor</code> Boolean</p>"},{"location":"xmldocs/llama.llamaquantizer/#returns_1","title":"Returns","text":"<p>Boolean Whether the quantization is successful.</p>"},{"location":"xmldocs/llama.llamaquantizer/#exceptions_1","title":"Exceptions","text":"<p>ArgumentException</p>"},{"location":"xmldocs/llama.llamastate/","title":"LLamaState","text":"<p>Namespace: LLama</p> <pre><code>public class LLamaState : System.IEquatable`1[[LLama.LLamaState, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 LLamaState Implements IEquatable&lt;LLamaState&gt;</p>"},{"location":"xmldocs/llama.llamastate/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.llamastate/#evaltokens","title":"EvalTokens","text":"<pre><code>public Queue&lt;int&gt; EvalTokens { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#property-value","title":"Property Value","text":"<p>Queue&lt;Int32&gt;</p>"},{"location":"xmldocs/llama.llamastate/#evallogits","title":"EvalLogits","text":"<pre><code>public Queue&lt;Single[]&gt; EvalLogits { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#property-value_1","title":"Property Value","text":"<p>Queue&lt;Single[]&gt;</p>"},{"location":"xmldocs/llama.llamastate/#state","title":"State","text":"<pre><code>public Byte[] State { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#property-value_2","title":"Property Value","text":"<p>Byte[]</p>"},{"location":"xmldocs/llama.llamastate/#size","title":"Size","text":"<pre><code>public int Size { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#property-value_3","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.llamastate/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.llamastate/#llamastatequeueint32-queuesingle-byte-int32","title":"LLamaState(Queue&lt;Int32&gt;, Queue&lt;Single[]&gt;, Byte[], Int32)","text":"<pre><code>public LLamaState(Queue&lt;int&gt; EvalTokens, Queue&lt;Single[]&gt; EvalLogits, Byte[] State, int Size)\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#parameters","title":"Parameters","text":"<p><code>EvalTokens</code> Queue&lt;Int32&gt;</p> <p><code>EvalLogits</code> Queue&lt;Single[]&gt;</p> <p><code>State</code> Byte[]</p> <p><code>Size</code> Int32</p>"},{"location":"xmldocs/llama.llamastate/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.llamastate/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.llamastate/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#parameters_1","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.llamastate/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.llamastate/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.llamastate/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#parameters_2","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.llamastate/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.llamastate/#equalsllamastate","title":"Equals(LLamaState)","text":"<pre><code>public bool Equals(LLamaState other)\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#parameters_3","title":"Parameters","text":"<p><code>other</code> LLamaState</p>"},{"location":"xmldocs/llama.llamastate/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.llamastate/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public LLamaState &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#returns_5","title":"Returns","text":"<p>LLamaState</p>"},{"location":"xmldocs/llama.llamastate/#deconstructqueue1-queue1-byte-int32","title":"Deconstruct(Queue<code>1&amp;, Queue</code>1&amp;, Byte[]&amp;, Int32&amp;)","text":"<pre><code>public void Deconstruct(Queue`1&amp; EvalTokens, Queue`1&amp; EvalLogits, Byte[]&amp; State, Int32&amp; Size)\n</code></pre>"},{"location":"xmldocs/llama.llamastate/#parameters_4","title":"Parameters","text":"<p><code>EvalTokens</code> Queue`1&amp;</p> <p><code>EvalLogits</code> Queue`1&amp;</p> <p><code>State</code> Byte[]&amp;</p> <p><code>Size</code> Int32&amp;</p>"},{"location":"xmldocs/llama.llamatransforms/","title":"LLamaTransforms","text":"<p>Namespace: LLama</p> <p>A class that contains all the transforms provided internally by LLama.</p> <pre><code>public class LLamaTransforms\n</code></pre> <p>Inheritance Object \u2192 LLamaTransforms</p>"},{"location":"xmldocs/llama.llamatransforms/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.llamatransforms/#llamatransforms_1","title":"LLamaTransforms()","text":"<pre><code>public LLamaTransforms()\n</code></pre>"},{"location":"xmldocs/llama.llavaweights/","title":"LLavaWeights","text":"<p>Namespace: LLama</p> <p>A set of llava model weights (mmproj), loaded into memory.</p> <pre><code>public sealed class LLavaWeights : System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 LLavaWeights Implements IDisposable</p>"},{"location":"xmldocs/llama.llavaweights/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.llavaweights/#nativehandle","title":"NativeHandle","text":"<p>The native handle, which is used in the native APIs</p> <pre><code>public SafeLlavaModelHandle NativeHandle { get; }\n</code></pre>"},{"location":"xmldocs/llama.llavaweights/#property-value","title":"Property Value","text":"<p>SafeLlavaModelHandle</p> <p>Remarks:</p> <p>Be careful how you use this!</p>"},{"location":"xmldocs/llama.llavaweights/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.llavaweights/#loadfromfilestring","title":"LoadFromFile(String)","text":"<p>Load weights into memory</p> <pre><code>public static LLavaWeights LoadFromFile(string mmProject)\n</code></pre>"},{"location":"xmldocs/llama.llavaweights/#parameters","title":"Parameters","text":"<p><code>mmProject</code> String path to the \"mmproj\" model file</p>"},{"location":"xmldocs/llama.llavaweights/#returns","title":"Returns","text":"<p>LLavaWeights</p>"},{"location":"xmldocs/llama.llavaweights/#createimageembeddingsllamacontext-byte","title":"CreateImageEmbeddings(LLamaContext, Byte[])","text":"<p>Create the Image Embeddings from the bytes of an image.</p> <pre><code>public SafeLlavaImageEmbedHandle CreateImageEmbeddings(LLamaContext ctxLlama, Byte[] image)\n</code></pre>"},{"location":"xmldocs/llama.llavaweights/#parameters_1","title":"Parameters","text":"<p><code>ctxLlama</code> LLamaContext</p> <p><code>image</code> Byte[] Image bytes. Supported formats:  JPGPNGBMPTGA</p>"},{"location":"xmldocs/llama.llavaweights/#returns_1","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle</p>"},{"location":"xmldocs/llama.llavaweights/#createimageembeddingsllamacontext-string","title":"CreateImageEmbeddings(LLamaContext, String)","text":"<p>Create the Image Embeddings from the bytes of an image.</p> <pre><code>public SafeLlavaImageEmbedHandle CreateImageEmbeddings(LLamaContext ctxLlama, string image)\n</code></pre>"},{"location":"xmldocs/llama.llavaweights/#parameters_2","title":"Parameters","text":"<p><code>ctxLlama</code> LLamaContext</p> <p><code>image</code> String Path to the image file. Supported formats:  JPGPNGBMPTGA</p>"},{"location":"xmldocs/llama.llavaweights/#returns_2","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle</p>"},{"location":"xmldocs/llama.llavaweights/#exceptions","title":"Exceptions","text":"<p>InvalidOperationException</p>"},{"location":"xmldocs/llama.llavaweights/#evalimageembedllamacontext-safellavaimageembedhandle-int32","title":"EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)","text":"<p>Eval the image embeddings</p> <pre><code>public bool EvalImageEmbed(LLamaContext ctxLlama, SafeLlavaImageEmbedHandle imageEmbed, Int32&amp; n_past)\n</code></pre>"},{"location":"xmldocs/llama.llavaweights/#parameters_3","title":"Parameters","text":"<p><code>ctxLlama</code> LLamaContext</p> <p><code>imageEmbed</code> SafeLlavaImageEmbedHandle</p> <p><code>n_past</code> Int32&amp;</p>"},{"location":"xmldocs/llama.llavaweights/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.llavaweights/#dispose","title":"Dispose()","text":"<pre><code>public void Dispose()\n</code></pre>"},{"location":"xmldocs/llama.native.decoderesult/","title":"DecodeResult","text":"<p>Namespace: LLama.Native</p> <p>Return codes from llama_decode</p> <pre><code>public enum DecodeResult\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 DecodeResult Implements IComparable, IFormattable, IConvertible</p>"},{"location":"xmldocs/llama.native.decoderesult/#fields","title":"Fields","text":"Name Value Description Error -1 An unspecified error Ok 0 Ok. NoKvSlot 1 Could not find a KV slot for the batch (try reducing the size of the batch or increase the context)"},{"location":"xmldocs/llama.native.ggmltype/","title":"GGMLType","text":"<p>Namespace: LLama.Native</p> <p>Possible GGML quantisation types</p> <pre><code>public enum GGMLType\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 GGMLType Implements IComparable, IFormattable, IConvertible</p>"},{"location":"xmldocs/llama.native.ggmltype/#fields","title":"Fields","text":"Name Value Description GGML_TYPE_F32 0 Full 32 bit float GGML_TYPE_F16 1 16 bit float GGML_TYPE_Q4_0 2 4 bit float GGML_TYPE_Q4_1 3 4 bit float GGML_TYPE_Q5_0 6 5 bit float GGML_TYPE_Q5_1 7 5 bit float GGML_TYPE_Q8_0 8 8 bit float GGML_TYPE_Q8_1 9 8 bit float GGML_TYPE_Q2_K 10 \"type-1\" 2-bit quantization in super-blocks containing 16 blocks, each block having 16 weight. Block scales and mins are quantized with 4 bits. This ends up effectively using 2.5625 bits per weight (bpw) GGML_TYPE_Q3_K 11 \"type-0\" 3-bit quantization in super-blocks containing 16 blocks, each block having 16 weights. Scales are quantized with 6 bits. This end up using 3.4375 bpw. GGML_TYPE_Q4_K 12 \"type-1\" 4-bit quantization in super-blocks containing 8 blocks, each block having 32 weights. Scales and mins are quantized with 6 bits. This ends up using 4.5 bpw. GGML_TYPE_Q5_K 13 \"type-1\" 5-bit quantization. Same super-block structure as GGML_TYPE_Q4_K resulting in 5.5 bpw GGML_TYPE_Q6_K 14 \"type-0\" 6-bit quantization. Super-blocks with 16 blocks, each block having 16 weights. Scales are quantized with 8 bits. This ends up using 6.5625 bpw GGML_TYPE_Q8_K 15 \"type-0\" 8-bit quantization. Only used for quantizing intermediate results. The difference to the existing Q8_0 is that the block size is 256. All 2-6 bit dot products are implemented for this quantization type. GGML_TYPE_I8 16 Integer, 8 bit GGML_TYPE_I16 17 Integer, 16 bit GGML_TYPE_I32 18 Integer, 32 bit GGML_TYPE_COUNT 19 The value of this entry is the count of the number of possible quant types."},{"location":"xmldocs/llama.native.gpusplitmode/","title":"GPUSplitMode","text":"<p>Namespace: LLama.Native</p> <pre><code>public enum GPUSplitMode\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 GPUSplitMode Implements IComparable, IFormattable, IConvertible</p> <p>Remarks:</p> <p>llama_split_mode</p>"},{"location":"xmldocs/llama.native.gpusplitmode/#fields","title":"Fields","text":"Name Value Description None 0 Single GPU Layer 1 Split layers and KV across GPUs Row 2 split rows across GPUs"},{"location":"xmldocs/llama.native.llamabatch/","title":"LLamaBatch","text":"<p>Namespace: LLama.Native</p> <p>A batch allows submitting multiple tokens to multiple sequences simultaneously</p> <pre><code>public class LLamaBatch\n</code></pre> <p>Inheritance Object \u2192 LLamaBatch</p>"},{"location":"xmldocs/llama.native.llamabatch/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.llamabatch/#tokencount","title":"TokenCount","text":"<p>The number of tokens in this batch</p> <pre><code>public int TokenCount { get; private set; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#property-value","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.llamabatch/#sequencecapacity","title":"SequenceCapacity","text":"<p>Maximum number of sequences a token can be assigned to (automatically grows if exceeded)</p> <pre><code>public int SequenceCapacity { get; private set; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#property-value_1","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.llamabatch/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.native.llamabatch/#llamabatch_1","title":"LLamaBatch()","text":"<p>Create a new batch for submitting inputs to llama.cpp</p> <pre><code>public LLamaBatch()\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.llamabatch/#tonativebatchllamanativebatch","title":"ToNativeBatch(LLamaNativeBatch&amp;)","text":"<pre><code>internal GroupDisposable ToNativeBatch(LLamaNativeBatch&amp; batch)\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#parameters","title":"Parameters","text":"<p><code>batch</code> LLamaNativeBatch&amp;</p>"},{"location":"xmldocs/llama.native.llamabatch/#returns","title":"Returns","text":"<p>GroupDisposable</p>"},{"location":"xmldocs/llama.native.llamabatch/#addllamatoken-llamapos-readonlyspanllamaseqid-boolean","title":"Add(LLamaToken, LLamaPos, ReadOnlySpan&lt;LLamaSeqId&gt;, Boolean)","text":"<p>Add a single token to the batch at the same position in several sequences</p> <pre><code>public int Add(LLamaToken token, LLamaPos pos, ReadOnlySpan&lt;LLamaSeqId&gt; sequences, bool logits)\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#parameters_1","title":"Parameters","text":"<p><code>token</code> LLamaToken The token to add</p> <p><code>pos</code> LLamaPos The position to add it att</p> <p><code>sequences</code> ReadOnlySpan&lt;LLamaSeqId&gt; The set of sequences to add this token to</p> <p><code>logits</code> Boolean</p>"},{"location":"xmldocs/llama.native.llamabatch/#returns_1","title":"Returns","text":"<p>Int32 The index that the token was added at. Use this for GetLogitsIth</p> <p>Remarks:</p> <p>https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</p>"},{"location":"xmldocs/llama.native.llamabatch/#addllamatoken-llamapos-listllamaseqid-boolean","title":"Add(LLamaToken, LLamaPos, List&lt;LLamaSeqId&gt;, Boolean)","text":"<p>Add a single token to the batch at the same position in several sequences</p> <pre><code>public int Add(LLamaToken token, LLamaPos pos, List&lt;LLamaSeqId&gt; sequences, bool logits)\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#parameters_2","title":"Parameters","text":"<p><code>token</code> LLamaToken The token to add</p> <p><code>pos</code> LLamaPos The position to add it att</p> <p><code>sequences</code> List&lt;LLamaSeqId&gt; The set of sequences to add this token to</p> <p><code>logits</code> Boolean</p>"},{"location":"xmldocs/llama.native.llamabatch/#returns_2","title":"Returns","text":"<p>Int32 The index that the token was added at. Use this for GetLogitsIth</p> <p>Remarks:</p> <p>https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</p>"},{"location":"xmldocs/llama.native.llamabatch/#addllamatoken-llamapos-llamaseqid-boolean","title":"Add(LLamaToken, LLamaPos, LLamaSeqId, Boolean)","text":"<p>Add a single token to the batch at a certain position for a single sequences</p> <pre><code>public int Add(LLamaToken token, LLamaPos pos, LLamaSeqId sequence, bool logits)\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#parameters_3","title":"Parameters","text":"<p><code>token</code> LLamaToken The token to add</p> <p><code>pos</code> LLamaPos The position to add it att</p> <p><code>sequence</code> LLamaSeqId The sequence to add this token to</p> <p><code>logits</code> Boolean</p>"},{"location":"xmldocs/llama.native.llamabatch/#returns_3","title":"Returns","text":"<p>Int32 The index that the token was added at. Use this for GetLogitsIth</p> <p>Remarks:</p> <p>https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</p>"},{"location":"xmldocs/llama.native.llamabatch/#addrangereadonlyspanllamatoken-llamapos-llamaseqid-boolean","title":"AddRange(ReadOnlySpan&lt;LLamaToken&gt;, LLamaPos, LLamaSeqId, Boolean)","text":"<p>Add a range of tokens to a single sequence, start at the given position.</p> <pre><code>public int AddRange(ReadOnlySpan&lt;LLamaToken&gt; tokens, LLamaPos start, LLamaSeqId sequence, bool logitsLast)\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#parameters_4","title":"Parameters","text":"<p><code>tokens</code> ReadOnlySpan&lt;LLamaToken&gt; The tokens to add</p> <p><code>start</code> LLamaPos The starting position to add tokens at</p> <p><code>sequence</code> LLamaSeqId The sequence to add this token to</p> <p><code>logitsLast</code> Boolean Whether the final token should generate logits</p>"},{"location":"xmldocs/llama.native.llamabatch/#returns_4","title":"Returns","text":"<p>Int32 The index that the final token was added at. Use this for GetLogitsIth</p>"},{"location":"xmldocs/llama.native.llamabatch/#clear","title":"Clear()","text":"<p>Set TokenCount to zero for this batch</p> <pre><code>public void Clear()\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#getlogitpositionsspanvaluetuplellamaseqid-int32","title":"GetLogitPositions(Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;)","text":"<p>Get the positions where logits can be sampled from</p> <pre><code>internal Span&lt;ValueTuple&lt;LLamaSeqId, int&gt;&gt; GetLogitPositions(Span&lt;ValueTuple&lt;LLamaSeqId, int&gt;&gt; dest)\n</code></pre>"},{"location":"xmldocs/llama.native.llamabatch/#parameters_5","title":"Parameters","text":"<p><code>dest</code> Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;</p>"},{"location":"xmldocs/llama.native.llamabatch/#returns_5","title":"Returns","text":"<p>Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;</p>"},{"location":"xmldocs/llama.native.llamabeamsstate/","title":"LLamaBeamsState","text":"<p>Namespace: LLama.Native</p> <p>Passed to beam_search_callback function.  Whenever 0 &lt; common_prefix_length, this number of tokens should be copied from any of the beams  (e.g. beams[0]) as they will be removed (shifted) from all beams in all subsequent callbacks.</p> <pre><code>public struct LLamaBeamsState\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaBeamsState</p>"},{"location":"xmldocs/llama.native.llamabeamsstate/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamabeamsstate/#commonprefixlength","title":"CommonPrefixLength","text":"<p>Current max length of prefix tokens shared by all beams.</p> <pre><code>public ulong CommonPrefixLength;\n</code></pre>"},{"location":"xmldocs/llama.native.llamabeamsstate/#lastcall","title":"LastCall","text":"<p>True iff this is the last callback invocation.</p> <pre><code>public bool LastCall;\n</code></pre>"},{"location":"xmldocs/llama.native.llamabeamsstate/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.llamabeamsstate/#beams","title":"Beams","text":"<p>The current state of each beam</p> <pre><code>public Span&lt;LLamaBeamView&gt; Beams { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamabeamsstate/#property-value","title":"Property Value","text":"<p>Span&lt;LLamaBeamView&gt;</p>"},{"location":"xmldocs/llama.native.llamabeamview/","title":"LLamaBeamView","text":"<p>Namespace: LLama.Native</p> <p>Information about a single beam in a beam search</p> <pre><code>public struct LLamaBeamView\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaBeamView</p>"},{"location":"xmldocs/llama.native.llamabeamview/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamabeamview/#cumulativeprobability","title":"CumulativeProbability","text":"<p>Cumulative beam probability (renormalized relative to all beams)</p> <pre><code>public float CumulativeProbability;\n</code></pre>"},{"location":"xmldocs/llama.native.llamabeamview/#endofbeam","title":"EndOfBeam","text":"<p>Callback should set this to true when a beam is at end-of-beam.</p> <pre><code>public bool EndOfBeam;\n</code></pre>"},{"location":"xmldocs/llama.native.llamabeamview/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.llamabeamview/#tokens","title":"Tokens","text":"<p>Tokens in this beam</p> <pre><code>public Span&lt;LLamaToken&gt; Tokens { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamabeamview/#property-value","title":"Property Value","text":"<p>Span&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.native.llamachatmessage/","title":"LLamaChatMessage","text":"<p>Namespace: LLama.Native</p> <pre><code>public struct LLamaChatMessage\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaChatMessage</p> <p>Remarks:</p> <p>llama_chat_message</p>"},{"location":"xmldocs/llama.native.llamachatmessage/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamachatmessage/#role","title":"role","text":"<pre><code>public Byte* role;\n</code></pre>"},{"location":"xmldocs/llama.native.llamachatmessage/#content","title":"content","text":"<pre><code>public Byte* content;\n</code></pre>"},{"location":"xmldocs/llama.native.llamacontextparams/","title":"LLamaContextParams","text":"<p>Namespace: LLama.Native</p> <p>A C# representation of the llama.cpp <code>llama_context_params</code> struct</p> <pre><code>public struct LLamaContextParams\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaContextParams</p>"},{"location":"xmldocs/llama.native.llamacontextparams/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamacontextparams/#seed","title":"seed","text":"<p>RNG seed, -1 for random</p> <pre><code>public uint seed;\n</code></pre>"},{"location":"xmldocs/llama.native.llamacontextparams/#n_ctx","title":"n_ctx","text":"<p>text context, 0 = from model</p> <pre><code>public uint n_ctx;\n</code></pre>"},{"location":"xmldocs/llama.native.llamacontextparams/#n_batch","title":"n_batch","text":"<p>prompt processing batch size</p> <pre><code>public uint n_batch;\n</code></pre>"},{"location":"xmldocs/llama.native.llamacontextparams/#n_threads","title":"n_threads","text":"<p>number of threads to use for generation</p> <pre><code>public uint n_threads;\n</code></pre>"},{"location":"xmldocs/llama.native.llamacontextparams/#n_threads_batch","title":"n_threads_batch","text":"<p>number of threads to use for batch processing</p> <pre><code>public uint n_threads_batch;\n</code></pre>"},{"location":"xmldocs/llama.native.llamacontextparams/#rope_scaling_type","title":"rope_scaling_type","text":"<p>RoPE scaling type, from <code>enum llama_rope_scaling_type</code></p> <pre><code>public RopeScalingType 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value)\n</code></pre>"},{"location":"xmldocs/llama.native.llamagrammarelement/#parameters","title":"Parameters","text":"<p><code>type</code> LLamaGrammarElementType</p> <p><code>value</code> UInt32</p>"},{"location":"xmldocs/llama.native.llamagrammarelement/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.llamagrammarelement/#ischarelement","title":"IsCharElement()","text":"<pre><code>bool IsCharElement()\n</code></pre>"},{"location":"xmldocs/llama.native.llamagrammarelement/#returns","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamagrammarelement/#tostring","title":"ToString()","text":"<pre><code>string ToString()\n</code></pre>"},{"location":"xmldocs/llama.native.llamagrammarelement/#returns_1","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.native.llamagrammarelement/#gethashcode","title":"GetHashCode()","text":"<pre><code>int 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LLamaGrammarElement</p>"},{"location":"xmldocs/llama.native.llamagrammarelement/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamagrammarelementtype/","title":"LLamaGrammarElementType","text":"<p>Namespace: LLama.Native</p> <p>grammar element type</p> <pre><code>public enum LLamaGrammarElementType\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 LLamaGrammarElementType Implements IComparable, IFormattable, IConvertible</p>"},{"location":"xmldocs/llama.native.llamagrammarelementtype/#fields","title":"Fields","text":"Name Value Description END 0 end of rule definition ALT 1 start of alternate definition for rule RULE_REF 2 non-terminal element: reference to rule CHAR 3 terminal element: character (code point) CHAR_NOT 4 inverse char(s) ([^a], [^a-b] [^abc]) CHAR_RNG_UPPER 5 modifies a preceding CHAR or CHAR_ALT to be an inclusive range ([a-z]) CHAR_ALT 6 modifies a preceding CHAR or CHAR_RNG_UPPER to add an alternate 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If the provided progress_callback  returns true, model loading continues. If it returns false, model loading is immediately aborted.</p> <pre><code>public LlamaProgressCallback progress_callback;\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelparams/#progress_callback_user_data","title":"progress_callback_user_data","text":"<p>context pointer passed to the progress callback</p> <pre><code>public Void* progress_callback_user_data;\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelparams/#kv_overrides","title":"kv_overrides","text":"<p>override key-value pairs of the model meta data</p> <pre><code>public LLamaModelMetadataOverride* kv_overrides;\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelparams/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.llamamodelparams/#vocab_only","title":"vocab_only","text":"<p>only load the vocabulary, no weights</p> <pre><code>public bool vocab_only { get; set; 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LLamaModelQuantizeParams\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaModelQuantizeParams</p> <p>Remarks:</p> <p>llama_model_quantize_params</p>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#nthread","title":"nthread","text":"<p>number of threads to use for quantizing, if &lt;=0 will use std::thread::hardware_concurrency()</p> <pre><code>public int nthread;\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#ftype","title":"ftype","text":"<p>quantize to this llama_ftype</p> <pre><code>public LLamaFtype ftype;\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#imatrix","title":"imatrix","text":"<p>pointer to importance matrix data</p> <pre><code>public IntPtr imatrix;\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#allow_requantize","title":"allow_requantize","text":"<p>allow quantizing non-f32/f16 tensors</p> <pre><code>public bool allow_requantize { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#property-value","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#quantize_output_tensor","title":"quantize_output_tensor","text":"<p>quantize output.weight</p> <pre><code>public bool quantize_output_tensor { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#property-value_1","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#only_copy","title":"only_copy","text":"<p>only copy tensors - ftype, allow_requantize and quantize_output_tensor are ignored</p> <pre><code>public bool only_copy { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#property-value_2","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#pure","title":"pure","text":"<p>disable k-quant mixtures and quantize all tensors to the same type</p> <pre><code>public bool pure { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamamodelquantizeparams/#property-value_3","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamanativebatch/","title":"LLamaNativeBatch","text":"<p>Namespace: LLama.Native</p> <p>Input data for llama_decode  A llama_batch object can contain input about one or many sequences  The provided arrays (i.e. token, embd, pos, etc.) must have size of n_tokens</p> <pre><code>public struct LLamaNativeBatch\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaNativeBatch</p>"},{"location":"xmldocs/llama.native.llamanativebatch/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamanativebatch/#n_tokens","title":"n_tokens","text":"<p>The number of items pointed at by pos, seq_id and logits.</p> <pre><code>public int n_tokens;\n</code></pre>"},{"location":"xmldocs/llama.native.llamanativebatch/#tokens","title":"tokens","text":"<p>Either <code>n_tokens</code> of <code>llama_token</code>, or <code>NULL</code>, depending on how this batch was created</p> <pre><code>public LLamaToken* tokens;\n</code></pre>"},{"location":"xmldocs/llama.native.llamanativebatch/#embd","title":"embd","text":"<p>Either <code>n_tokens * embd * sizeof(float)</code> or <code>NULL</code>, depending on how this batch was created</p> <pre><code>public Single* embd;\n</code></pre>"},{"location":"xmldocs/llama.native.llamanativebatch/#pos","title":"pos","text":"<p>the positions of the respective token in the sequence</p> <pre><code>public LLamaPos* pos;\n</code></pre>"},{"location":"xmldocs/llama.native.llamanativebatch/#n_seq_id","title":"n_seq_id","text":"<p>https://github.com/ggerganov/llama.cpp/blob/master/llama.h#L139 ???</p> <pre><code>public Int32* n_seq_id;\n</code></pre>"},{"location":"xmldocs/llama.native.llamanativebatch/#seq_id","title":"seq_id","text":"<p>the sequence to which the respective token belongs</p> <pre><code>public LLamaSeqId** seq_id;\n</code></pre>"},{"location":"xmldocs/llama.native.llamanativebatch/#logits","title":"logits","text":"<p>if zero, the logits for the respective token will not be output</p> <pre><code>public Byte* logits;\n</code></pre>"},{"location":"xmldocs/llama.native.llamapoolingtype/","title":"LLamaPoolingType","text":"<p>Namespace: LLama.Native</p> <pre><code>public enum LLamaPoolingType\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 LLamaPoolingType Implements IComparable, IFormattable, IConvertible</p> <p>Remarks:</p> <p>llama_pooling_type</p>"},{"location":"xmldocs/llama.native.llamapoolingtype/#fields","title":"Fields","text":"Name Value Description"},{"location":"xmldocs/llama.native.llamapos/","title":"LLamaPos","text":"<p>Namespace: LLama.Native</p> <p>Indicates position in a sequence</p> <pre><code>public struct LLamaPos\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaPos Implements IEquatable&lt;LLamaPos&gt;</p>"},{"location":"xmldocs/llama.native.llamapos/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamapos/#value","title":"Value","text":"<p>The raw value</p> <pre><code>public int Value;\n</code></pre>"},{"location":"xmldocs/llama.native.llamapos/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.llamapos/#tostring","title":"ToString()","text":"<pre><code>string ToString()\n</code></pre>"},{"location":"xmldocs/llama.native.llamapos/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.native.llamapos/#gethashcode","title":"GetHashCode()","text":"<pre><code>int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.native.llamapos/#returns_1","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.llamapos/#equalsobject","title":"Equals(Object)","text":"<pre><code>bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.native.llamapos/#parameters","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.native.llamapos/#returns_2","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamapos/#equalsllamapos","title":"Equals(LLamaPos)","text":"<pre><code>bool Equals(LLamaPos other)\n</code></pre>"},{"location":"xmldocs/llama.native.llamapos/#parameters_1","title":"Parameters","text":"<p><code>other</code> LLamaPos</p>"},{"location":"xmldocs/llama.native.llamapos/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamaropetype/","title":"LLamaRopeType","text":"<p>Namespace: LLama.Native</p> <pre><code>public enum LLamaRopeType\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 LLamaRopeType Implements IComparable, IFormattable, IConvertible</p>"},{"location":"xmldocs/llama.native.llamaropetype/#fields","title":"Fields","text":"Name Value Description"},{"location":"xmldocs/llama.native.llamaseqid/","title":"LLamaSeqId","text":"<p>Namespace: LLama.Native</p> <p>ID for a sequence in a batch</p> <pre><code>public struct LLamaSeqId\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaSeqId Implements IEquatable&lt;LLamaSeqId&gt;</p>"},{"location":"xmldocs/llama.native.llamaseqid/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamaseqid/#value","title":"Value","text":"<p>The raw value</p> <pre><code>public int Value;\n</code></pre>"},{"location":"xmldocs/llama.native.llamaseqid/#zero","title":"Zero","text":"<p>LLamaSeqId with value 0</p> <pre><code>public static LLamaSeqId Zero;\n</code></pre>"},{"location":"xmldocs/llama.native.llamaseqid/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.llamaseqid/#tostring","title":"ToString()","text":"<pre><code>string ToString()\n</code></pre>"},{"location":"xmldocs/llama.native.llamaseqid/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.native.llamaseqid/#gethashcode","title":"GetHashCode()","text":"<pre><code>int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.native.llamaseqid/#returns_1","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.llamaseqid/#equalsobject","title":"Equals(Object)","text":"<pre><code>bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.native.llamaseqid/#parameters","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.native.llamaseqid/#returns_2","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamaseqid/#equalsllamaseqid","title":"Equals(LLamaSeqId)","text":"<pre><code>bool Equals(LLamaSeqId other)\n</code></pre>"},{"location":"xmldocs/llama.native.llamaseqid/#parameters_1","title":"Parameters","text":"<p><code>other</code> LLamaSeqId</p>"},{"location":"xmldocs/llama.native.llamaseqid/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamatoken/","title":"LLamaToken","text":"<p>Namespace: LLama.Native</p> <p>A single token</p> <pre><code>public struct LLamaToken\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaToken Implements IEquatable&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.native.llamatoken/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.llamatoken/#tostring","title":"ToString()","text":"<pre><code>string ToString()\n</code></pre>"},{"location":"xmldocs/llama.native.llamatoken/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.native.llamatoken/#gethashcode","title":"GetHashCode()","text":"<pre><code>int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.native.llamatoken/#returns_1","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.llamatoken/#equalsobject","title":"Equals(Object)","text":"<pre><code>bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatoken/#parameters","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.native.llamatoken/#returns_2","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamatoken/#equalsllamatoken","title":"Equals(LLamaToken)","text":"<pre><code>bool Equals(LLamaToken other)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatoken/#parameters_1","title":"Parameters","text":"<p><code>other</code> LLamaToken</p>"},{"location":"xmldocs/llama.native.llamatoken/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamatokendata/","title":"LLamaTokenData","text":"<p>Namespace: LLama.Native</p> <p>A single token along with probability of this token being selected</p> <pre><code>public struct LLamaTokenData\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaTokenData</p>"},{"location":"xmldocs/llama.native.llamatokendata/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamatokendata/#id","title":"id","text":"<p>token id</p> <pre><code>public LLamaToken id;\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendata/#logit","title":"logit","text":"<p>log-odds of the token</p> <pre><code>public float logit;\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendata/#p","title":"p","text":"<p>probability of the token</p> <pre><code>public float p;\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendata/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.native.llamatokendata/#llamatokendatallamatoken-single-single","title":"LLamaTokenData(LLamaToken, Single, Single)","text":"<p>Create a new LLamaTokenData</p> <pre><code>LLamaTokenData(LLamaToken id, float logit, float p)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendata/#parameters","title":"Parameters","text":"<p><code>id</code> LLamaToken</p> <p><code>logit</code> Single</p> <p><code>p</code> Single</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/","title":"LLamaTokenDataArray","text":"<p>Namespace: LLama.Native</p> <p>Contains an array of LLamaTokenData, potentially sorted.</p> <pre><code>public struct LLamaTokenDataArray\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaTokenDataArray</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamatokendataarray/#data","title":"data","text":"<p>The LLamaTokenData</p> <pre><code>public Memory&lt;LLamaTokenData&gt; data;\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#sorted","title":"sorted","text":"<p>Indicates if <code>data</code> is sorted by logits in descending order. If this is false the token data is in no particular order.</p> <pre><code>public bool sorted;\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.native.llamatokendataarray/#llamatokendataarraymemoryllamatokendata-boolean","title":"LLamaTokenDataArray(Memory&lt;LLamaTokenData&gt;, Boolean)","text":"<p>Create a new LLamaTokenDataArray</p> <pre><code>LLamaTokenDataArray(Memory&lt;LLamaTokenData&gt; tokens, bool isSorted)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters","title":"Parameters","text":"<p><code>tokens</code> Memory&lt;LLamaTokenData&gt;</p> <p><code>isSorted</code> Boolean</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.llamatokendataarray/#createreadonlyspansingle","title":"Create(ReadOnlySpan&lt;Single&gt;)","text":"<p>Create a new LLamaTokenDataArray, copying the data from the given logits</p> <pre><code>LLamaTokenDataArray Create(ReadOnlySpan&lt;float&gt; logits)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_1","title":"Parameters","text":"<p><code>logits</code> ReadOnlySpan&lt;Single&gt;</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#returns","title":"Returns","text":"<p>LLamaTokenDataArray</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#overwritelogitsreadonlyspanvaluetuplellamatoken-single","title":"OverwriteLogits(ReadOnlySpan&lt;ValueTuple&lt;LLamaToken, Single&gt;&gt;)","text":"<p>Overwrite the logit values for all given tokens</p> <pre><code>void OverwriteLogits(ReadOnlySpan&lt;ValueTuple&lt;LLamaToken, float&gt;&gt; values)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_2","title":"Parameters","text":"<p><code>values</code> ReadOnlySpan&lt;ValueTuple&lt;LLamaToken, Single&gt;&gt; tuples of token and logit value to overwrite</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#applygrammarsafellamacontexthandle-safellamagrammarhandle","title":"ApplyGrammar(SafeLLamaContextHandle, SafeLLamaGrammarHandle)","text":"<p>Apply grammar rules to candidate tokens</p> <pre><code>void ApplyGrammar(SafeLLamaContextHandle ctx, SafeLLamaGrammarHandle grammar)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_3","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>grammar</code> SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#topksafellamacontexthandle-int32-uint64","title":"TopK(SafeLLamaContextHandle, Int32, UInt64)","text":"<p>Top-K sampling described in academic paper \"The Curious Case of Neural Text Degeneration\" https://arxiv.org/abs/1904.09751</p> <pre><code>void TopK(SafeLLamaContextHandle context, int k, ulong minKeep)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_4","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>k</code> Int32 Number of tokens to keep</p> <p><code>minKeep</code> UInt64 Minimum number to keep</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#toppsafellamacontexthandle-single-uint64","title":"TopP(SafeLLamaContextHandle, Single, UInt64)","text":"<p>Nucleus sampling described in academic paper \"The Curious Case of Neural Text Degeneration\" https://arxiv.org/abs/1904.09751</p> <pre><code>void TopP(SafeLLamaContextHandle context, float p, ulong minKeep)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_5","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>p</code> Single</p> <p><code>minKeep</code> UInt64</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#minpsafellamacontexthandle-single-uint64","title":"MinP(SafeLLamaContextHandle, Single, UInt64)","text":"<p>Minimum P sampling as described in https://github.com/ggerganov/llama.cpp/pull/3841</p> <pre><code>void MinP(SafeLLamaContextHandle context, float p, ulong minKeep)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_6","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>p</code> Single All tokens with probability greater than this will be kept</p> <p><code>minKeep</code> UInt64</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#tailfreesafellamacontexthandle-single-uint64","title":"TailFree(SafeLLamaContextHandle, Single, UInt64)","text":"<p>Tail Free Sampling described in https://www.trentonbricken.com/Tail-Free-Sampling/.</p> <pre><code>void TailFree(SafeLLamaContextHandle context, float z, ulong min_keep)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_7","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>z</code> Single</p> <p><code>min_keep</code> UInt64</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#locallytypicalsafellamacontexthandle-single-uint64","title":"LocallyTypical(SafeLLamaContextHandle, Single, UInt64)","text":"<p>Locally Typical Sampling implementation described in the paper https://arxiv.org/abs/2202.00666.</p> <pre><code>void LocallyTypical(SafeLLamaContextHandle context, float p, ulong min_keep)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_8","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>p</code> Single</p> <p><code>min_keep</code> UInt64</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#repetitionpenaltysafellamacontexthandle-readonlyspanllamatoken-single-single-single","title":"RepetitionPenalty(SafeLLamaContextHandle, ReadOnlySpan&lt;LLamaToken&gt;, Single, Single, Single)","text":"<p>Repetition penalty described in CTRL academic paper https://arxiv.org/abs/1909.05858, with negative logit fix.  Frequency and presence penalties described in OpenAI API https://platform.openai.com/docs/api-reference/parameter-details.</p> <pre><code>void RepetitionPenalty(SafeLLamaContextHandle context, ReadOnlySpan&lt;LLamaToken&gt; last_tokens, float penalty_repeat, float penalty_freq, float penalty_present)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_9","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>last_tokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p> <p><code>penalty_repeat</code> Single</p> <p><code>penalty_freq</code> Single</p> <p><code>penalty_present</code> Single</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#guidancesafellamacontexthandle-readonlyspansingle-single","title":"Guidance(SafeLLamaContextHandle, ReadOnlySpan&lt;Single&gt;, Single)","text":"<p>Apply classifier-free guidance to the logits as described in academic paper \"Stay on topic with Classifier-Free Guidance\" https://arxiv.org/abs/2306.17806</p> <pre><code>void Guidance(SafeLLamaContextHandle context, ReadOnlySpan&lt;float&gt; guidanceLogits, float guidance)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_10","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>guidanceLogits</code> ReadOnlySpan&lt;Single&gt; Logits extracted from a separate context from the same model.  Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p> <p><code>guidance</code> Single Guidance strength. 0 means no guidance, higher values applies stronger guidance</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#temperaturesafellamacontexthandle-single","title":"Temperature(SafeLLamaContextHandle, Single)","text":"<p>Sample with temperature.  As temperature increases, the prediction becomes more diverse but also vulnerable to hallucinations -- generating tokens that are sensible but not factual</p> <pre><code>void Temperature(SafeLLamaContextHandle context, float temp)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_11","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>temp</code> Single</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#softmaxsafellamacontexthandle","title":"Softmax(SafeLLamaContextHandle)","text":"<p>Sorts candidate tokens by their logits in descending order and calculate probabilities based on logits.</p> <pre><code>void Softmax(SafeLLamaContextHandle context)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_12","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#sampletokensafellamacontexthandle","title":"SampleToken(SafeLLamaContextHandle)","text":"<p>Randomly selects a token from the candidates based on their probabilities.</p> <pre><code>LLamaToken SampleToken(SafeLLamaContextHandle context)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_13","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#returns_1","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#sampletokengreedysafellamacontexthandle","title":"SampleTokenGreedy(SafeLLamaContextHandle)","text":"<p>Selects the token with the highest probability.</p> <pre><code>LLamaToken SampleTokenGreedy(SafeLLamaContextHandle context)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_14","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#returns_2","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#sampletokenmirostatsafellamacontexthandle-single-single-int32-single","title":"SampleTokenMirostat(SafeLLamaContextHandle, Single, Single, Int32, Single&amp;)","text":"<p>Mirostat 1.0 algorithm described in the paper https://arxiv.org/abs/2007.14966. Uses tokens instead of words.</p> <pre><code>LLamaToken SampleTokenMirostat(SafeLLamaContextHandle context, float tau, float eta, int m, Single&amp; mu)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_15","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>tau</code> Single The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p> <p><code>eta</code> Single The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p> <p><code>m</code> Int32 The number of tokens considered in the estimation of <code>s_hat</code>. This is an arbitrary value that is used to calculate <code>s_hat</code>, which in turn helps to calculate the value of <code>k</code>. In the paper, they use <code>m = 100</code>, but you can experiment with different values to see how it affects the performance of the algorithm.</p> <p><code>mu</code> Single&amp; Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#returns_3","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#sampletokenmirostat2safellamacontexthandle-single-single-single","title":"SampleTokenMirostat2(SafeLLamaContextHandle, Single, Single, Single&amp;)","text":"<p>Mirostat 2.0 algorithm described in the paper https://arxiv.org/abs/2007.14966. Uses tokens instead of words.</p> <pre><code>LLamaToken SampleTokenMirostat2(SafeLLamaContextHandle context, float tau, float eta, Single&amp; mu)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarray/#parameters_16","title":"Parameters","text":"<p><code>context</code> SafeLLamaContextHandle</p> <p><code>tau</code> Single The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p> <p><code>eta</code> Single The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p> <p><code>mu</code> Single&amp; Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>"},{"location":"xmldocs/llama.native.llamatokendataarray/#returns_4","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/","title":"LLamaTokenDataArrayNative","text":"<p>Namespace: LLama.Native</p> <p>Contains a pointer to an array of LLamaTokenData which is pinned in memory.</p> <pre><code>public struct LLamaTokenDataArrayNative\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLamaTokenDataArrayNative</p>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llamatokendataarraynative/#data","title":"data","text":"<p>A pointer to an array of LlamaTokenData</p> <pre><code>public IntPtr data;\n</code></pre> <p>Remarks:</p> <p>Memory must be pinned in place for all the time this LLamaTokenDataArrayNative is in use</p>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/#size","title":"size","text":"<p>Number of LLamaTokenData in the array</p> <pre><code>public ulong size;\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.llamatokendataarraynative/#sorted","title":"sorted","text":"<p>Indicates if the items in the array are sorted</p> <pre><code>public bool sorted { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/#property-value","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.llamatokendataarraynative/#createllamatokendataarray-llamatokendataarraynative","title":"Create(LLamaTokenDataArray, LLamaTokenDataArrayNative&amp;)","text":"<p>Create a new LLamaTokenDataArrayNative around the data in the LLamaTokenDataArray</p> <pre><code>MemoryHandle Create(LLamaTokenDataArray array, LLamaTokenDataArrayNative&amp; native)\n</code></pre>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/#parameters","title":"Parameters","text":"<p><code>array</code> LLamaTokenDataArray Data source</p> <p><code>native</code> LLamaTokenDataArrayNative&amp; Created native array</p>"},{"location":"xmldocs/llama.native.llamatokendataarraynative/#returns","title":"Returns","text":"<p>MemoryHandle A memory handle, pinning the data in place until disposed</p>"},{"location":"xmldocs/llama.native.llamatokentype/","title":"LLamaTokenType","text":"<p>Namespace: LLama.Native</p> <p>Token Types</p> <pre><code>public enum LLamaTokenType\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 LLamaTokenType Implements IComparable, IFormattable, IConvertible</p> <p>Remarks:</p> <p>C# equivalent of llama_token_get_type</p>"},{"location":"xmldocs/llama.native.llamatokentype/#fields","title":"Fields","text":"Name Value Description LLAMA_TOKEN_TYPE_UNDEFINED 0 No specific type has been set for this token LLAMA_TOKEN_TYPE_NORMAL 1 This is a \"normal\" token LLAMA_TOKEN_TYPE_UNKNOWN 2 An \"unknown\" character/text token e.g. &lt;unk&gt; LLAMA_TOKEN_TYPE_CONTROL 3 A special control token e.g. &lt;/s&gt;"},{"location":"xmldocs/llama.native.llamavocabtype/","title":"LLamaVocabType","text":"<p>Namespace: LLama.Native</p> <pre><code>public enum LLamaVocabType\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 LLamaVocabType Implements IComparable, IFormattable, IConvertible</p> <p>Remarks:</p> <p>llama_vocab_type</p>"},{"location":"xmldocs/llama.native.llamavocabtype/#fields","title":"Fields","text":"Name Value Description"},{"location":"xmldocs/llama.native.llavaimageembed/","title":"LLavaImageEmbed","text":"<p>Namespace: LLama.Native</p> <p>LLaVa Image embeddings</p> <pre><code>public struct LLavaImageEmbed\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 LLavaImageEmbed</p>"},{"location":"xmldocs/llama.native.llavaimageembed/#fields","title":"Fields","text":""},{"location":"xmldocs/llama.native.llavaimageembed/#embed","title":"embed","text":"<pre><code>public Single* embed;\n</code></pre>"},{"location":"xmldocs/llama.native.llavaimageembed/#n_image_pos","title":"n_image_pos","text":"<pre><code>public int n_image_pos;\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/","title":"NativeApi","text":"<p>Namespace: LLama.Native</p> <p>Direct translation of the llama.cpp API</p> <pre><code>public static class NativeApi\n</code></pre> <p>Inheritance Object \u2192 NativeApi</p>"},{"location":"xmldocs/llama.native.nativeapi/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single","title":"llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Int32, Single&amp;)","text":"<p>Mirostat 1.0 algorithm described in the paper https://arxiv.org/abs/2007.14966. Uses tokens instead of words.</p> <pre><code>public static LLamaToken llama_sample_token_mirostat(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float tau, float eta, int m, Single&amp; mu)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; A vector of <code>llama_token_data</code> containing the candidate tokens, their probabilities (p), and log-odds (logit) for the current position in the generated text.</p> <p><code>tau</code> Single The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p> <p><code>eta</code> Single The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p> <p><code>m</code> Int32 The number of tokens considered in the estimation of <code>s_hat</code>. This is an arbitrary value that is used to calculate <code>s_hat</code>, which in turn helps to calculate the value of <code>k</code>. In the paper, they use <code>m = 100</code>, but you can experiment with different values to see how it affects the performance of the algorithm.</p> <p><code>mu</code> Single&amp; Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single","title":"llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single&amp;)","text":"<p>Mirostat 2.0 algorithm described in the paper https://arxiv.org/abs/2007.14966. Uses tokens instead of words.</p> <pre><code>public static LLamaToken llama_sample_token_mirostat_v2(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float tau, float eta, Single&amp; mu)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_1","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; A vector of <code>llama_token_data</code> containing the candidate tokens, their probabilities (p), and log-odds (logit) for the current position in the generated text.</p> <p><code>tau</code> Single The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p> <p><code>eta</code> Single The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p> <p><code>mu</code> Single&amp; Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_1","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative","title":"llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)","text":"<p>Selects the token with the highest probability.</p> <pre><code>public static LLamaToken llama_sample_token_greedy(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_2","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_2","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_tokensafellamacontexthandle-llamatokendataarraynative","title":"llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)","text":"<p>Randomly selects a token from the candidates based on their probabilities.</p> <pre><code>public static LLamaToken llama_sample_token(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_3","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_3","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_embeddingsg__llama_get_embeddings_native30_0safellamacontexthandle","title":"&lt;llama_get_embeddings&gt;g__llama_get_embeddings_native|30_0(SafeLLamaContextHandle)","text":"<pre><code>internal static Single* &lt;llama_get_embeddings&gt;g__llama_get_embeddings_native|30_0(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_4","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_4","title":"Returns","text":"<p>Single*</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_to_pieceg__llama_token_to_piece_native44_0safellamamodelhandle-llamatoken-byte-int32","title":"&lt;llama_token_to_piece&gt;g__llama_token_to_piece_native|44_0(SafeLlamaModelHandle, LLamaToken, Byte*, Int32)","text":"<pre><code>internal static int &lt;llama_token_to_piece&gt;g__llama_token_to_piece_native|44_0(SafeLlamaModelHandle model, LLamaToken llamaToken, Byte* buffer, int length)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_5","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>llamaToken</code> LLamaToken</p> <p><code>buffer</code> Byte*</p> <p><code>length</code> Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_5","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#tryloadlibrariesg__tryload84_0string","title":"&lt;TryLoadLibraries&gt;g__TryLoad|84_0(String)","text":"<pre><code>internal static IntPtr &lt;TryLoadLibraries&gt;g__TryLoad|84_0(string path)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_6","title":"Parameters","text":"<p><code>path</code> String</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_6","title":"Returns","text":"<p>IntPtr</p>"},{"location":"xmldocs/llama.native.nativeapi/#tryloadlibrariesg__tryfindpath84_1string-c__displayclass84_0","title":"&lt;TryLoadLibraries&gt;g__TryFindPath|84_1(String, &lt;&gt;c__DisplayClass84_0&amp;)","text":"<pre><code>internal static string &lt;TryLoadLibraries&gt;g__TryFindPath|84_1(string filename, &lt;&gt;c__DisplayClass84_0&amp; )\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_7","title":"Parameters","text":"<p><code>filename</code> String</p> <p>`` &lt;&gt;c__DisplayClass84_0&amp;</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_7","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_set_n_threadssafellamacontexthandle-uint32-uint32","title":"llama_set_n_threads(SafeLLamaContextHandle, UInt32, UInt32)","text":"<p>Set the number of threads used for decoding</p> <pre><code>public static void llama_set_n_threads(SafeLLamaContextHandle ctx, uint n_threads, uint n_threads_batch)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_8","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>n_threads</code> UInt32 n_threads is the number of threads used for generation (single token)</p> <p><code>n_threads_batch</code> UInt32 n_threads_batch is the number of threads used for prompt and batch processing (multiple tokens)</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_vocab_typesafellamamodelhandle","title":"llama_vocab_type(SafeLlamaModelHandle)","text":"<pre><code>public static LLamaVocabType llama_vocab_type(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_9","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_8","title":"Returns","text":"<p>LLamaVocabType</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_rope_typesafellamamodelhandle","title":"llama_rope_type(SafeLlamaModelHandle)","text":"<pre><code>public static LLamaRopeType llama_rope_type(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_10","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_9","title":"Returns","text":"<p>LLamaRopeType</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_grammar_initllamagrammarelement-uint64-uint64","title":"llama_grammar_init(LLamaGrammarElement, UInt64, UInt64)**","text":"<p>Create a new grammar from the given set of grammar rules</p> <pre><code>public static IntPtr llama_grammar_init(LLamaGrammarElement** rules, ulong n_rules, ulong start_rule_index)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_11","title":"Parameters","text":"<p><code>rules</code> LLamaGrammarElement**</p> <p><code>n_rules</code> UInt64</p> <p><code>start_rule_index</code> UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_10","title":"Returns","text":"<p>IntPtr</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_grammar_freeintptr","title":"llama_grammar_free(IntPtr)","text":"<p>Free all memory from the given SafeLLamaGrammarHandle</p> <pre><code>public static void llama_grammar_free(IntPtr grammar)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_12","title":"Parameters","text":"<p><code>grammar</code> IntPtr</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_grammar_copysafellamagrammarhandle","title":"llama_grammar_copy(SafeLLamaGrammarHandle)","text":"<p>Create a copy of an existing grammar instance</p> <pre><code>public static IntPtr llama_grammar_copy(SafeLLamaGrammarHandle grammar)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_13","title":"Parameters","text":"<p><code>grammar</code> SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_11","title":"Returns","text":"<p>IntPtr</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle","title":"llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaGrammarHandle)","text":"<p>Apply constraints from grammar</p> <pre><code>public static void llama_sample_grammar(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, SafeLLamaGrammarHandle grammar)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_14","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp;</p> <p><code>grammar</code> SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-llamatoken","title":"llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, LLamaToken)","text":"<p>Accepts the sampled token into the grammar</p> <pre><code>public static void llama_grammar_accept_token(SafeLLamaContextHandle ctx, SafeLLamaGrammarHandle grammar, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_15","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>grammar</code> SafeLLamaGrammarHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llava_validate_embed_sizesafellamacontexthandle-safellavamodelhandle","title":"llava_validate_embed_size(SafeLLamaContextHandle, SafeLlavaModelHandle)","text":"<p>Sanity check for clip &lt;-&gt; llava embed size match</p> <pre><code>public static bool llava_validate_embed_size(SafeLLamaContextHandle ctxLlama, SafeLlavaModelHandle ctxClip)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_16","title":"Parameters","text":"<p><code>ctxLlama</code> SafeLLamaContextHandle LLama Context</p> <p><code>ctxClip</code> SafeLlavaModelHandle Llava Model</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_12","title":"Returns","text":"<p>Boolean True if validate successfully</p>"},{"location":"xmldocs/llama.native.nativeapi/#llava_image_embed_make_with_bytessafellavamodelhandle-int32-byte-int32","title":"llava_image_embed_make_with_bytes(SafeLlavaModelHandle, Int32, Byte[], Int32)","text":"<p>Build an image embed from image file bytes</p> <pre><code>public static SafeLlavaImageEmbedHandle llava_image_embed_make_with_bytes(SafeLlavaModelHandle ctx_clip, int n_threads, Byte[] image_bytes, int image_bytes_length)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_17","title":"Parameters","text":"<p><code>ctx_clip</code> SafeLlavaModelHandle SafeHandle to the Clip Model</p> <p><code>n_threads</code> Int32 Number of threads</p> <p><code>image_bytes</code> Byte[] Binary image in jpeg format</p> <p><code>image_bytes_length</code> Int32 Bytes lenght of the image</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_13","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle SafeHandle to the Embeddings</p>"},{"location":"xmldocs/llama.native.nativeapi/#llava_image_embed_make_with_filenamesafellavamodelhandle-int32-string","title":"llava_image_embed_make_with_filename(SafeLlavaModelHandle, Int32, String)","text":"<p>Build an image embed from a path to an image filename</p> <pre><code>public static SafeLlavaImageEmbedHandle llava_image_embed_make_with_filename(SafeLlavaModelHandle ctx_clip, int n_threads, string image_path)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_18","title":"Parameters","text":"<p><code>ctx_clip</code> SafeLlavaModelHandle SafeHandle to the Clip Model</p> <p><code>n_threads</code> Int32 Number of threads</p> <p><code>image_path</code> String Image filename (jpeg) to generate embeddings</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_14","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle SafeHandel to the embeddings</p>"},{"location":"xmldocs/llama.native.nativeapi/#llava_image_embed_freeintptr","title":"llava_image_embed_free(IntPtr)","text":"<p>Free an embedding made with llava_image_embed_make_*</p> <pre><code>public static void llava_image_embed_free(IntPtr embed)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_19","title":"Parameters","text":"<p><code>embed</code> IntPtr Embeddings to release</p>"},{"location":"xmldocs/llama.native.nativeapi/#llava_eval_image_embedsafellamacontexthandle-safellavaimageembedhandle-int32-int32","title":"llava_eval_image_embed(SafeLLamaContextHandle, SafeLlavaImageEmbedHandle, Int32, Int32&amp;)","text":"<p>Write the image represented by embed into the llama context with batch size n_batch, starting at context  pos n_past. on completion, n_past points to the next position in the context after the image embed.</p> <pre><code>public static bool llava_eval_image_embed(SafeLLamaContextHandle ctx_llama, SafeLlavaImageEmbedHandle embed, int n_batch, Int32&amp; n_past)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_20","title":"Parameters","text":"<p><code>ctx_llama</code> SafeLLamaContextHandle Llama Context</p> <p><code>embed</code> SafeLlavaImageEmbedHandle Embedding handle</p> <p><code>n_batch</code> Int32</p> <p><code>n_past</code> Int32&amp;</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_15","title":"Returns","text":"<p>Boolean True on success</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_model_quantizestring-string-llamamodelquantizeparams","title":"llama_model_quantize(String, String, LLamaModelQuantizeParams*)","text":"<p>Returns 0 on success</p> <pre><code>public static uint llama_model_quantize(string fname_inp, string fname_out, LLamaModelQuantizeParams* param)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_21","title":"Parameters","text":"<p><code>fname_inp</code> String</p> <p><code>fname_out</code> String</p> <p><code>param</code> LLamaModelQuantizeParams*</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_16","title":"Returns","text":"<p>UInt32 Returns 0 on success</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_repetition_penaltiessafellamacontexthandle-llamatokendataarraynative-llamatoken-uint64-single-single-single","title":"llama_sample_repetition_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, LLamaToken*, UInt64, Single, Single, Single)","text":"<p>Repetition penalty described in CTRL academic paper https://arxiv.org/abs/1909.05858, with negative logit fix.  Frequency and presence penalties described in OpenAI API https://platform.openai.com/docs/api-reference/parameter-details.</p> <pre><code>public static void llama_sample_repetition_penalties(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, LLamaToken* last_tokens, ulong last_tokens_size, float penalty_repeat, float penalty_freq, float penalty_present)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_22","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p> <p><code>last_tokens</code> LLamaToken*</p> <p><code>last_tokens_size</code> UInt64</p> <p><code>penalty_repeat</code> Single Repetition penalty described in CTRL academic paper https://arxiv.org/abs/1909.05858, with negative logit fix.</p> <p><code>penalty_freq</code> Single Frequency and presence penalties described in OpenAI API https://platform.openai.com/docs/api-reference/parameter-details.</p> <p><code>penalty_present</code> Single Frequency and presence penalties described in OpenAI API https://platform.openai.com/docs/api-reference/parameter-details.</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_apply_guidancesafellamacontexthandle-spansingle-readonlyspansingle-single","title":"llama_sample_apply_guidance(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;Single&gt;, Single)","text":"<p>Apply classifier-free guidance to the logits as described in academic paper \"Stay on topic with Classifier-Free Guidance\" https://arxiv.org/abs/2306.17806</p> <pre><code>public static void llama_sample_apply_guidance(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;float&gt; logits_guidance, float scale)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_23","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>logits</code> Span&lt;Single&gt; Logits extracted from the original generation context.</p> <p><code>logits_guidance</code> ReadOnlySpan&lt;Single&gt; Logits extracted from a separate context from the same model.  Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p> <p><code>scale</code> Single Guidance strength. 1.0f means no guidance. Higher values mean stronger guidance.</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_apply_guidancesafellamacontexthandle-single-single-single","title":"llama_sample_apply_guidance(SafeLLamaContextHandle, Single, Single, Single)","text":"<p>Apply classifier-free guidance to the logits as described in academic paper \"Stay on topic with Classifier-Free Guidance\" https://arxiv.org/abs/2306.17806</p> <pre><code>public static void llama_sample_apply_guidance(SafeLLamaContextHandle ctx, Single* logits, Single* logits_guidance, float scale)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_24","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>logits</code> Single* Logits extracted from the original generation context.</p> <p><code>logits_guidance</code> Single* Logits extracted from a separate context from the same model.  Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p> <p><code>scale</code> Single Guidance strength. 1.0f means no guidance. Higher values mean stronger guidance.</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative","title":"llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)","text":"<p>Sorts candidate tokens by their logits in descending order and calculate probabilities based on logits.</p> <pre><code>public static void llama_sample_softmax(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_25","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64","title":"llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32, UInt64)","text":"<p>Top-K sampling described in academic paper \"The Curious Case of Neural Text Degeneration\" https://arxiv.org/abs/1904.09751</p> <pre><code>public static void llama_sample_top_k(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, int k, ulong min_keep)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_26","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p> <p><code>k</code> Int32</p> <p><code>min_keep</code> UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64","title":"llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)","text":"<p>Nucleus sampling described in academic paper \"The Curious Case of Neural Text Degeneration\" https://arxiv.org/abs/1904.09751</p> <pre><code>public static void llama_sample_top_p(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float p, ulong min_keep)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_27","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p> <p><code>p</code> Single</p> <p><code>min_keep</code> UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_min_psafellamacontexthandle-llamatokendataarraynative-single-uint64","title":"llama_sample_min_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)","text":"<p>Minimum P sampling as described in https://github.com/ggerganov/llama.cpp/pull/3841</p> <pre><code>public static void llama_sample_min_p(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float p, ulong min_keep)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_28","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p> <p><code>p</code> Single</p> <p><code>min_keep</code> UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64","title":"llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)","text":"<p>Tail Free Sampling described in https://www.trentonbricken.com/Tail-Free-Sampling/.</p> <pre><code>public static void llama_sample_tail_free(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float z, ulong min_keep)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_29","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p> <p><code>z</code> Single</p> <p><code>min_keep</code> UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64","title":"llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)","text":"<p>Locally Typical Sampling implementation described in the paper https://arxiv.org/abs/2202.00666.</p> <pre><code>public static void llama_sample_typical(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float p, ulong min_keep)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_30","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p> <p><code>p</code> Single</p> <p><code>min_keep</code> UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-single-single","title":"llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single)","text":"<p>Dynamic temperature implementation described in the paper https://arxiv.org/abs/2309.02772.</p> <pre><code>public static void llama_sample_typical(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float min_temp, float max_temp, float exponent_val)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_31","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp; Pointer to LLamaTokenDataArray</p> <p><code>min_temp</code> Single</p> <p><code>max_temp</code> Single</p> <p><code>exponent_val</code> Single</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_sample_tempsafellamacontexthandle-llamatokendataarraynative-single","title":"llama_sample_temp(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single)","text":"<p>Modify logits by temperature</p> <pre><code>public static void llama_sample_temp(SafeLLamaContextHandle ctx, LLamaTokenDataArrayNative&amp; candidates, float temp)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_32","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArrayNative&amp;</p> <p><code>temp</code> Single</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_embeddingssafellamacontexthandle","title":"llama_get_embeddings(SafeLLamaContextHandle)","text":"<p>Get the embeddings for the input</p> <pre><code>public static Span&lt;float&gt; llama_get_embeddings(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_33","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_17","title":"Returns","text":"<p>Span&lt;Single&gt;</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_chat_apply_templatesafellamamodelhandle-char-llamachatmessage-intptr-boolean-char-int32","title":"llama_chat_apply_template(SafeLlamaModelHandle, Char, LLamaChatMessage, IntPtr, Boolean, Char*, Int32)","text":"<p>Apply chat template. Inspired by hf apply_chat_template() on python.  Both \"model\" and \"custom_template\" are optional, but at least one is required. \"custom_template\" has higher precedence than \"model\"  NOTE: This function does not use a jinja parser. It only support a pre-defined list of template. See more: https://github.com/ggerganov/llama.cpp/wiki/Templates-supported-by-llama_chat_apply_template</p> <pre><code>public static int llama_chat_apply_template(SafeLlamaModelHandle model, Char* tmpl, LLamaChatMessage* chat, IntPtr n_msg, bool add_ass, Char* buf, int length)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_34","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>tmpl</code> Char* A Jinja template to use for this chat. If this is nullptr, the model\u2019s default chat template will be used instead.</p> <p><code>chat</code> LLamaChatMessage* Pointer to a list of multiple llama_chat_message</p> <p><code>n_msg</code> IntPtr Number of llama_chat_message in this chat</p> <p><code>add_ass</code> Boolean Whether to end the prompt with the token(s) that indicate the start of an assistant message.</p> <p><code>buf</code> Char* A buffer to hold the output formatted prompt. The recommended alloc size is 2 * (total number of characters of all messages)</p> <p><code>length</code> Int32 The size of the allocated buffer</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_18","title":"Returns","text":"<p>Int32 The total number of bytes of the formatted prompt. If is it larger than the size of buffer, you may need to re-alloc it and then re-apply the template.</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_bossafellamamodelhandle","title":"llama_token_bos(SafeLlamaModelHandle)","text":"<p>Get the \"Beginning of sentence\" token</p> <pre><code>public static LLamaToken llama_token_bos(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_35","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_19","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_eossafellamamodelhandle","title":"llama_token_eos(SafeLlamaModelHandle)","text":"<p>Get the \"End of sentence\" token</p> <pre><code>public static LLamaToken llama_token_eos(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_36","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_20","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_nlsafellamamodelhandle","title":"llama_token_nl(SafeLlamaModelHandle)","text":"<p>Get the \"new line\" token</p> <pre><code>public static LLamaToken llama_token_nl(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_37","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_21","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_add_bos_tokensafellamamodelhandle","title":"llama_add_bos_token(SafeLlamaModelHandle)","text":"<p>Returns -1 if unknown, 1 for true or 0 for false.</p> <pre><code>public static int llama_add_bos_token(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_38","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_22","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_add_eos_tokensafellamamodelhandle","title":"llama_add_eos_token(SafeLlamaModelHandle)","text":"<p>Returns -1 if unknown, 1 for true or 0 for false.</p> <pre><code>public static int llama_add_eos_token(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_39","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_23","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_prefixsafellamamodelhandle","title":"llama_token_prefix(SafeLlamaModelHandle)","text":"<p>codellama infill tokens, Beginning of infill prefix</p> <pre><code>public static int llama_token_prefix(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_40","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_24","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_middlesafellamamodelhandle","title":"llama_token_middle(SafeLlamaModelHandle)","text":"<p>codellama infill tokens, Beginning of infill middle</p> <pre><code>public static int llama_token_middle(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_41","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_25","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_suffixsafellamamodelhandle","title":"llama_token_suffix(SafeLlamaModelHandle)","text":"<p>codellama infill tokens, Beginning of infill suffix</p> <pre><code>public static int llama_token_suffix(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_42","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_26","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_eotsafellamamodelhandle","title":"llama_token_eot(SafeLlamaModelHandle)","text":"<p>codellama infill tokens, End of infill middle</p> <pre><code>public static int llama_token_eot(SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_43","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_27","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_print_timingssafellamacontexthandle","title":"llama_print_timings(SafeLLamaContextHandle)","text":"<p>Print out timing information for this context</p> <pre><code>public static void llama_print_timings(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_44","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_reset_timingssafellamacontexthandle","title":"llama_reset_timings(SafeLLamaContextHandle)","text":"<p>Reset all collected timing information for this context</p> <pre><code>public static void llama_reset_timings(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_45","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_print_system_info","title":"llama_print_system_info()","text":"<p>Print system information</p> <pre><code>public static IntPtr llama_print_system_info()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_28","title":"Returns","text":"<p>IntPtr</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_to_piecesafellamamodelhandle-llamatoken-spanbyte","title":"llama_token_to_piece(SafeLlamaModelHandle, LLamaToken, Span&lt;Byte&gt;)","text":"<p>Convert a single token into text</p> <pre><code>public static int llama_token_to_piece(SafeLlamaModelHandle model, LLamaToken llamaToken, Span&lt;byte&gt; buffer)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_46","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>llamaToken</code> LLamaToken</p> <p><code>buffer</code> Span&lt;Byte&gt; buffer to write string into</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_29","title":"Returns","text":"<p>Int32 The length written, or if the buffer is too small a negative that indicates the length required</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_tokenizesafellamamodelhandle-byte-int32-llamatoken-int32-boolean-boolean","title":"llama_tokenize(SafeLlamaModelHandle, Byte, Int32, LLamaToken, Int32, Boolean, Boolean)","text":"<p>Convert text into tokens</p> <pre><code>public static int llama_tokenize(SafeLlamaModelHandle model, Byte* text, int text_len, LLamaToken* tokens, int n_max_tokens, bool add_bos, bool special)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_47","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>text</code> Byte*</p> <p><code>text_len</code> Int32</p> <p><code>tokens</code> LLamaToken*</p> <p><code>n_max_tokens</code> Int32</p> <p><code>add_bos</code> Boolean</p> <p><code>special</code> Boolean Allow tokenizing special and/or control tokens which otherwise are not exposed and treated as plaintext. Does not insert a leading space.</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_30","title":"Returns","text":"<p>Int32 Returns the number of tokens on success, no more than n_max_tokens.  Returns a negative number on failure - the number of tokens that would have been returned</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_log_setllamalogcallback","title":"llama_log_set(LLamaLogCallback)","text":"<p>Register a callback to receive llama log messages</p> <pre><code>public static void llama_log_set(LLamaLogCallback logCallback)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_48","title":"Parameters","text":"<p><code>logCallback</code> LLamaLogCallback</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_clearsafellamacontexthandle","title":"llama_kv_cache_clear(SafeLLamaContextHandle)","text":"<p>Clear the KV cache</p> <pre><code>public static void llama_kv_cache_clear(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_49","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_seq_rmsafellamacontexthandle-llamaseqid-llamapos-llamapos","title":"llama_kv_cache_seq_rm(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos)","text":"<p>Removes all tokens that belong to the specified sequence and have positions in [p0, p1)</p> <pre><code>public static void llama_kv_cache_seq_rm(SafeLLamaContextHandle ctx, LLamaSeqId seq, LLamaPos p0, LLamaPos p1)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_50","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>seq</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_seq_cpsafellamacontexthandle-llamaseqid-llamaseqid-llamapos-llamapos","title":"llama_kv_cache_seq_cp(SafeLLamaContextHandle, LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)","text":"<p>Copy all tokens that belong to the specified sequence to another sequence  Note that this does not allocate extra KV cache memory - it simply assigns the tokens to the new sequence</p> <pre><code>public static void llama_kv_cache_seq_cp(SafeLLamaContextHandle ctx, LLamaSeqId src, LLamaSeqId dest, LLamaPos p0, LLamaPos p1)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_51","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>src</code> LLamaSeqId</p> <p><code>dest</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_seq_keepsafellamacontexthandle-llamaseqid","title":"llama_kv_cache_seq_keep(SafeLLamaContextHandle, LLamaSeqId)","text":"<p>Removes all tokens that do not belong to the specified sequence</p> <pre><code>public static void llama_kv_cache_seq_keep(SafeLLamaContextHandle ctx, LLamaSeqId seq)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_52","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>seq</code> LLamaSeqId</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_seq_addsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32","title":"llama_kv_cache_seq_add(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)","text":"<p>Adds relative position \"delta\" to all tokens that belong to the specified sequence and have positions in [p0, p1)  If the KV cache is RoPEd, the KV data is updated accordingly:  - lazily on next llama_decode()  - explicitly with llama_kv_cache_update()</p> <pre><code>public static void llama_kv_cache_seq_add(SafeLLamaContextHandle ctx, LLamaSeqId seq, LLamaPos p0, LLamaPos p1, int delta)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_53","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>seq</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p> <p><code>delta</code> Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_seq_divsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32","title":"llama_kv_cache_seq_div(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)","text":"<p>Integer division of the positions by factor of <code>d &amp;gt; 1</code>  If the KV cache is RoPEd, the KV data is updated accordingly:  - lazily on next llama_decode()  - explicitly with llama_kv_cache_update()    p0 &lt; 0 : [0, p1]    p1 &lt; 0 : [p0, inf)</p> <pre><code>public static void llama_kv_cache_seq_div(SafeLLamaContextHandle ctx, LLamaSeqId seq, LLamaPos p0, LLamaPos p1, int d)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_54","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>seq</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p> <p><code>d</code> Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_seq_pos_maxsafellamacontexthandle-llamaseqid","title":"llama_kv_cache_seq_pos_max(SafeLLamaContextHandle, LLamaSeqId)","text":"<p>Returns the largest position present in the KV cache for the specified sequence</p> <pre><code>public static LLamaPos llama_kv_cache_seq_pos_max(SafeLLamaContextHandle ctx, LLamaSeqId seq)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_55","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>seq</code> LLamaSeqId</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_31","title":"Returns","text":"<p>LLamaPos</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_defragsafellamacontexthandle","title":"llama_kv_cache_defrag(SafeLLamaContextHandle)","text":"<p>Defragment the KV cache. This will be applied:  - lazily on next llama_decode()  - explicitly with llama_kv_cache_update()</p> <pre><code>public static LLamaPos llama_kv_cache_defrag(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_56","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_32","title":"Returns","text":"<p>LLamaPos</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_updatesafellamacontexthandle","title":"llama_kv_cache_update(SafeLLamaContextHandle)","text":"<p>Apply the KV cache updates (such as K-shifts, defragmentation, etc.)</p> <pre><code>public static void llama_kv_cache_update(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_57","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_batch_initint32-int32-int32","title":"llama_batch_init(Int32, Int32, Int32)","text":"<p>Allocates a batch of tokens on the heap  Each token can be assigned up to n_seq_max sequence ids  The batch has to be freed with llama_batch_free()  If embd != 0, llama_batch.embd will be allocated with size of n_tokens * embd * sizeof(float)  Otherwise, llama_batch.token will be allocated to store n_tokens llama_token  The rest of the llama_batch members are allocated with size n_tokens  All members are left uninitialized</p> <pre><code>public static LLamaNativeBatch llama_batch_init(int n_tokens, int embd, int n_seq_max)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_58","title":"Parameters","text":"<p><code>n_tokens</code> Int32</p> <p><code>embd</code> Int32</p> <p><code>n_seq_max</code> Int32 Each token can be assigned up to n_seq_max sequence ids</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_33","title":"Returns","text":"<p>LLamaNativeBatch</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_batch_freellamanativebatch","title":"llama_batch_free(LLamaNativeBatch)","text":"<p>Frees a batch of tokens allocated with llama_batch_init()</p> <pre><code>public static void llama_batch_free(LLamaNativeBatch batch)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_59","title":"Parameters","text":"<p><code>batch</code> LLamaNativeBatch</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_decodesafellamacontexthandle-llamanativebatch","title":"llama_decode(SafeLLamaContextHandle, LLamaNativeBatch)","text":"<pre><code>public static int llama_decode(SafeLLamaContextHandle ctx, LLamaNativeBatch batch)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_60","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>batch</code> LLamaNativeBatch</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_34","title":"Returns","text":"<p>Int32 Positive return values does not mean a fatal error, but rather a warning:  - 0: success  - 1: could not find a KV slot for the batch (try reducing the size of the batch or increase the context)  - &lt; 0: error</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_view_initsafellamacontexthandle-int32","title":"llama_kv_cache_view_init(SafeLLamaContextHandle, Int32)","text":"<p>Create an empty KV cache view. (use only for debugging purposes)</p> <pre><code>public static LLamaKvCacheView llama_kv_cache_view_init(SafeLLamaContextHandle ctx, int n_max_seq)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_61","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>n_max_seq</code> Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_35","title":"Returns","text":"<p>LLamaKvCacheView</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_view_freellamakvcacheview","title":"llama_kv_cache_view_free(LLamaKvCacheView&amp;)","text":"<p>Free a KV cache view. (use only for debugging purposes)</p> <pre><code>public static void llama_kv_cache_view_free(LLamaKvCacheView&amp; view)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_62","title":"Parameters","text":"<p><code>view</code> LLamaKvCacheView&amp;</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_kv_cache_view_updatesafellamacontexthandle-llamakvcacheview","title":"llama_kv_cache_view_update(SafeLLamaContextHandle, LLamaKvCacheView&amp;)","text":"<p>Update the KV cache view structure with the current state of the KV cache. (use only for debugging purposes)</p> <pre><code>public static void llama_kv_cache_view_update(SafeLLamaContextHandle ctx, LLamaKvCacheView&amp; view)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_63","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>view</code> LLamaKvCacheView&amp;</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_kv_cache_token_countsafellamacontexthandle","title":"llama_get_kv_cache_token_count(SafeLLamaContextHandle)","text":"<p>Returns the number of tokens in the KV cache (slow, use only for debug)  If a KV cell has multiple sequences assigned to it, it will be counted multiple times</p> <pre><code>public static int llama_get_kv_cache_token_count(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_64","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_36","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_kv_cache_used_cellssafellamacontexthandle","title":"llama_get_kv_cache_used_cells(SafeLLamaContextHandle)","text":"<p>Returns the number of used KV cells (i.e. have at least one sequence assigned to them)</p> <pre><code>public static int llama_get_kv_cache_used_cells(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_65","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_37","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_beam_searchsafellamacontexthandle-llamabeamsearchcallback-intptr-uint64-int32-int32-int32","title":"llama_beam_search(SafeLLamaContextHandle, LLamaBeamSearchCallback, IntPtr, UInt64, Int32, Int32, Int32)","text":"<p>Deterministically returns entire sentence constructed by a beam search.</p> <pre><code>public static void llama_beam_search(SafeLLamaContextHandle ctx, LLamaBeamSearchCallback callback, IntPtr callback_data, ulong n_beams, int n_past, int n_predict, int n_threads)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_66","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle Pointer to the llama_context.</p> <p><code>callback</code> LLamaBeamSearchCallback Invoked for each iteration of the beam_search loop, passing in beams_state.</p> <p><code>callback_data</code> IntPtr A pointer that is simply passed back to callback.</p> <p><code>n_beams</code> UInt64 Number of beams to use.</p> <p><code>n_past</code> Int32 Number of tokens already evaluated.</p> <p><code>n_predict</code> Int32 Maximum number of tokens to predict. EOS may occur earlier.</p> <p><code>n_threads</code> Int32 Number of threads.</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_empty_call","title":"llama_empty_call()","text":"<p>A method that does nothing. This is a native method, calling it will force the llama native dependencies to be loaded.</p> <pre><code>public static void llama_empty_call()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#llama_max_devices","title":"llama_max_devices()","text":"<p>Get the maximum number of devices supported by llama.cpp</p> <pre><code>public static long llama_max_devices()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_38","title":"Returns","text":"<p>Int64</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_model_default_params","title":"llama_model_default_params()","text":"<p>Create a LLamaModelParams with default values</p> <pre><code>public static LLamaModelParams llama_model_default_params()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_39","title":"Returns","text":"<p>LLamaModelParams</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_context_default_params","title":"llama_context_default_params()","text":"<p>Create a LLamaContextParams with default values</p> <pre><code>public static LLamaContextParams llama_context_default_params()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_40","title":"Returns","text":"<p>LLamaContextParams</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_model_quantize_default_params","title":"llama_model_quantize_default_params()","text":"<p>Create a LLamaModelQuantizeParams with default values</p> <pre><code>public static LLamaModelQuantizeParams llama_model_quantize_default_params()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_41","title":"Returns","text":"<p>LLamaModelQuantizeParams</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_supports_mmap","title":"llama_supports_mmap()","text":"<p>Check if memory mapping is supported</p> <pre><code>public static bool llama_supports_mmap()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_42","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_supports_mlock","title":"llama_supports_mlock()","text":"<p>Check if memory locking is supported</p> <pre><code>public static bool llama_supports_mlock()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_43","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_supports_gpu_offload","title":"llama_supports_gpu_offload()","text":"<p>Check if GPU offload is supported</p> <pre><code>public static bool llama_supports_gpu_offload()\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#returns_44","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_set_rng_seedsafellamacontexthandle-uint32","title":"llama_set_rng_seed(SafeLLamaContextHandle, UInt32)","text":"<p>Sets the current rng seed.</p> <pre><code>public static void llama_set_rng_seed(SafeLLamaContextHandle ctx, uint seed)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_67","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>seed</code> UInt32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_state_sizesafellamacontexthandle","title":"llama_get_state_size(SafeLLamaContextHandle)","text":"<p>Returns the maximum size in bytes of the state (rng, logits, embedding  and kv_cache) - will often be smaller after compacting tokens</p> <pre><code>public static ulong llama_get_state_size(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_68","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_45","title":"Returns","text":"<p>UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_copy_state_datasafellamacontexthandle-byte","title":"llama_copy_state_data(SafeLLamaContextHandle, Byte*)","text":"<p>Copies the state to the specified destination address.  Destination needs to have allocated enough memory.</p> <pre><code>public static ulong llama_copy_state_data(SafeLLamaContextHandle ctx, Byte* dest)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_69","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>dest</code> Byte*</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_46","title":"Returns","text":"<p>UInt64 the number of bytes copied</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_set_state_datasafellamacontexthandle-byte","title":"llama_set_state_data(SafeLLamaContextHandle, Byte*)","text":"<p>Set the state reading from the specified address</p> <pre><code>public static ulong llama_set_state_data(SafeLLamaContextHandle ctx, Byte* src)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_70","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>src</code> Byte*</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_47","title":"Returns","text":"<p>UInt64 the number of bytes read</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_load_session_filesafellamacontexthandle-string-llamatoken-uint64-uint64","title":"llama_load_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64, UInt64&amp;)","text":"<p>Load session file</p> <pre><code>public static bool llama_load_session_file(SafeLLamaContextHandle ctx, string path_session, LLamaToken[] tokens_out, ulong n_token_capacity, UInt64&amp; n_token_count_out)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_71","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>path_session</code> String</p> <p><code>tokens_out</code> LLamaToken[]</p> <p><code>n_token_capacity</code> UInt64</p> <p><code>n_token_count_out</code> UInt64&amp;</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_48","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_save_session_filesafellamacontexthandle-string-llamatoken-uint64","title":"llama_save_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64)","text":"<p>Save session file</p> <pre><code>public static bool llama_save_session_file(SafeLLamaContextHandle ctx, string path_session, LLamaToken[] tokens, ulong n_token_count)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_72","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>path_session</code> String</p> <p><code>tokens</code> LLamaToken[]</p> <p><code>n_token_count</code> UInt64</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_49","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_get_textsafellamamodelhandle-llamatoken","title":"llama_token_get_text(SafeLlamaModelHandle, LLamaToken)","text":"<pre><code>public static Byte* llama_token_get_text(SafeLlamaModelHandle model, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_73","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_50","title":"Returns","text":"<p>Byte*</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_get_scoresafellamamodelhandle-llamatoken","title":"llama_token_get_score(SafeLlamaModelHandle, LLamaToken)","text":"<pre><code>public static float llama_token_get_score(SafeLlamaModelHandle model, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_74","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_51","title":"Returns","text":"<p>Single</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_token_get_typesafellamamodelhandle-llamatoken","title":"llama_token_get_type(SafeLlamaModelHandle, LLamaToken)","text":"<pre><code>public static LLamaTokenType llama_token_get_type(SafeLlamaModelHandle model, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_75","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_52","title":"Returns","text":"<p>LLamaTokenType</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_n_ctxsafellamacontexthandle","title":"llama_n_ctx(SafeLLamaContextHandle)","text":"<p>Get the size of the context window for the model for this context</p> <pre><code>public static uint llama_n_ctx(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_76","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_53","title":"Returns","text":"<p>UInt32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_n_batchsafellamacontexthandle","title":"llama_n_batch(SafeLLamaContextHandle)","text":"<p>Get the batch size for this context</p> <pre><code>public static uint llama_n_batch(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_77","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_54","title":"Returns","text":"<p>UInt32</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_logitssafellamacontexthandle","title":"llama_get_logits(SafeLLamaContextHandle)","text":"<p>Token logits obtained from the last call to llama_decode  The logits for the last token are stored in the last row  Can be mutated in order to change the probabilities of the next token.  Rows: n_tokens  Cols: n_vocab</p> <pre><code>public static Single* llama_get_logits(SafeLLamaContextHandle ctx)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_78","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_55","title":"Returns","text":"<p>Single*</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_logits_ithsafellamacontexthandle-int32","title":"llama_get_logits_ith(SafeLLamaContextHandle, Int32)","text":"<p>Logits for the ith token. Equivalent to: llama_get_logits(ctx) + i*n_vocab</p> <pre><code>public static Single* llama_get_logits_ith(SafeLLamaContextHandle ctx, int i)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_79","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>i</code> Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_56","title":"Returns","text":"<p>Single*</p>"},{"location":"xmldocs/llama.native.nativeapi/#llama_get_embeddings_ithsafellamacontexthandle-int32","title":"llama_get_embeddings_ith(SafeLLamaContextHandle, Int32)","text":"<p>Get the embeddings for the ith sequence. Equivalent to: llama_get_embeddings(ctx) + i*n_embd</p> <pre><code>public static Single* llama_get_embeddings_ith(SafeLLamaContextHandle ctx, int i)\n</code></pre>"},{"location":"xmldocs/llama.native.nativeapi/#parameters_80","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>i</code> Int32</p>"},{"location":"xmldocs/llama.native.nativeapi/#returns_57","title":"Returns","text":"<p>Single*</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/","title":"NativeLibraryConfig","text":"<p>Namespace: LLama.Native</p> <p>Allows configuration of the native llama.cpp libraries to load and use.  All configuration must be done before using any other LLamaSharp methods!</p> <pre><code>public sealed class NativeLibraryConfig\n</code></pre> <p>Inheritance Object \u2192 NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.nativelibraryconfig/#instance","title":"Instance","text":"<p>Get the config instance</p> <pre><code>public static NativeLibraryConfig Instance { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#property-value","title":"Property Value","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#libraryhasloaded","title":"LibraryHasLoaded","text":"<p>Check if the native library has already been loaded. Configuration cannot be modified if this is true.</p> <pre><code>public static bool LibraryHasLoaded { get; internal set; }\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#property-value_1","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.nativelibraryconfig/#withlibrarystring-string","title":"WithLibrary(String, String)","text":"<p>Load a specified native library as backend for LLamaSharp.  When this method is called, all the other configurations will be ignored.</p> <pre><code>public NativeLibraryConfig WithLibrary(string llamaPath, string llavaPath)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters","title":"Parameters","text":"<p><code>llamaPath</code> String The full path to the llama library to load.</p> <p><code>llavaPath</code> String The full path to the llava library to load.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#exceptions","title":"Exceptions","text":"<p>InvalidOperationException Thrown if <code>LibraryHasLoaded</code> is true.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#withcudaboolean","title":"WithCuda(Boolean)","text":"<p>Configure whether to use cuda backend if possible.</p> <pre><code>public NativeLibraryConfig WithCuda(bool enable)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_1","title":"Parameters","text":"<p><code>enable</code> Boolean</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_1","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#exceptions_1","title":"Exceptions","text":"<p>InvalidOperationException Thrown if <code>LibraryHasLoaded</code> is true.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#withavxavxlevel","title":"WithAvx(AvxLevel)","text":"<p>Configure the prefferred avx support level of the backend.</p> <pre><code>public NativeLibraryConfig WithAvx(AvxLevel level)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_2","title":"Parameters","text":"<p><code>level</code> AvxLevel</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_2","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#exceptions_2","title":"Exceptions","text":"<p>InvalidOperationException Thrown if <code>LibraryHasLoaded</code> is true.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#withautofallbackboolean","title":"WithAutoFallback(Boolean)","text":"<p>Configure whether to allow fallback when there's no match for preferred settings.</p> <pre><code>public NativeLibraryConfig WithAutoFallback(bool enable)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_3","title":"Parameters","text":"<p><code>enable</code> Boolean</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_3","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#exceptions_3","title":"Exceptions","text":"<p>InvalidOperationException Thrown if <code>LibraryHasLoaded</code> is true.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#skipcheckboolean","title":"SkipCheck(Boolean)","text":"<p>Whether to skip the check when you don't allow fallback. This option   may be useful under some complex conditions. For example, you're sure   you have your cublas configured but LLamaSharp take it as invalid by mistake.</p> <pre><code>public NativeLibraryConfig SkipCheck(bool enable)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_4","title":"Parameters","text":"<p><code>enable</code> Boolean</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_4","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#exceptions_4","title":"Exceptions","text":"<p>InvalidOperationException Thrown if <code>LibraryHasLoaded</code> is true.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#withlogsboolean","title":"WithLogs(Boolean)","text":"<p>Whether to output the logs to console when loading the native library with your configuration.</p> <pre><code>public NativeLibraryConfig WithLogs(bool enable)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_5","title":"Parameters","text":"<p><code>enable</code> Boolean</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_5","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#exceptions_5","title":"Exceptions","text":"<p>InvalidOperationException Thrown if <code>LibraryHasLoaded</code> is true.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#withlogsllamaloglevel","title":"WithLogs(LLamaLogLevel)","text":"<p>Enable console logging with the specified log logLevel.</p> <pre><code>public NativeLibraryConfig WithLogs(LLamaLogLevel logLevel)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_6","title":"Parameters","text":"<p><code>logLevel</code> LLamaLogLevel</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_6","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#exceptions_6","title":"Exceptions","text":"<p>InvalidOperationException Thrown if <code>LibraryHasLoaded</code> is true.</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#withsearchdirectoriesienumerablestring","title":"WithSearchDirectories(IEnumerable&lt;String&gt;)","text":"<p>Add self-defined search directories. Note that the file stucture of the added   directories must be the same as the default directory. Besides, the directory   won't be used recursively.</p> <pre><code>public NativeLibraryConfig WithSearchDirectories(IEnumerable&lt;string&gt; directories)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_7","title":"Parameters","text":"<p><code>directories</code> IEnumerable&lt;String&gt;</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_7","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#withsearchdirectorystring","title":"WithSearchDirectory(String)","text":"<p>Add self-defined search directories. Note that the file stucture of the added   directories must be the same as the default directory. Besides, the directory   won't be used recursively.</p> <pre><code>public NativeLibraryConfig WithSearchDirectory(string directory)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_8","title":"Parameters","text":"<p><code>directory</code> String</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_8","title":"Returns","text":"<p>NativeLibraryConfig</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#checkandgatherdescriptionlibraryname","title":"CheckAndGatherDescription(LibraryName)","text":"<pre><code>internal static Description CheckAndGatherDescription(LibraryName library)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_9","title":"Parameters","text":"<p><code>library</code> LibraryName</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_9","title":"Returns","text":"<p>Description</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#avxleveltostringavxlevel","title":"AvxLevelToString(AvxLevel)","text":"<pre><code>internal static string AvxLevelToString(AvxLevel level)\n</code></pre>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#parameters_10","title":"Parameters","text":"<p><code>level</code> AvxLevel</p>"},{"location":"xmldocs/llama.native.nativelibraryconfig/#returns_10","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.native.ropescalingtype/","title":"RopeScalingType","text":"<p>Namespace: LLama.Native</p> <p>RoPE scaling type.</p> <pre><code>public enum RopeScalingType\n</code></pre> <p>Inheritance Object \u2192 ValueType \u2192 Enum \u2192 RopeScalingType Implements IComparable, IFormattable, IConvertible</p> <p>Remarks:</p> <p>C# equivalent of llama_rope_scaling_type</p>"},{"location":"xmldocs/llama.native.ropescalingtype/#fields","title":"Fields","text":"Name Value Description Unspecified -1 No particular scaling type has been specified None 0 Do not apply any RoPE scaling Linear 1 Positional linear interpolation, as described by kaikendev: https://kaiokendev.github.io/til#extending-context-to-8k Yarn 2 YaRN scaling: https://arxiv.org/pdf/2309.00071.pdf"},{"location":"xmldocs/llama.native.safellamacontexthandle/","title":"SafeLLamaContextHandle","text":"<p>Namespace: LLama.Native</p> <p>A safe wrapper around a llama_context</p> <pre><code>public sealed class SafeLLamaContextHandle : SafeLLamaHandleBase, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 CriticalFinalizerObject \u2192 SafeHandle \u2192 SafeLLamaHandleBase \u2192 SafeLLamaContextHandle Implements IDisposable</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.safellamacontexthandle/#vocabcount","title":"VocabCount","text":"<p>Total number of tokens in vocabulary of this model</p> <pre><code>public int VocabCount { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#property-value","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#contextsize","title":"ContextSize","text":"<p>Total number of tokens in the context</p> <pre><code>public uint ContextSize { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#property-value_1","title":"Property Value","text":"<p>UInt32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#embeddingsize","title":"EmbeddingSize","text":"<p>Dimension of embedding vectors</p> <pre><code>public int EmbeddingSize { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#property-value_2","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#batchsize","title":"BatchSize","text":"<p>Get the maximum batch size for this context</p> <pre><code>public uint BatchSize { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#property-value_3","title":"Property Value","text":"<p>UInt32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#modelhandle","title":"ModelHandle","text":"<p>Get the model which this context is using</p> <pre><code>public SafeLlamaModelHandle ModelHandle { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#property-value_4","title":"Property Value","text":"<p>SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#isinvalid","title":"IsInvalid","text":"<pre><code>public bool IsInvalid { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#property-value_5","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#isclosed","title":"IsClosed","text":"<pre><code>public bool IsClosed { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#property-value_6","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.native.safellamacontexthandle/#safellamacontexthandle_1","title":"SafeLLamaContextHandle()","text":"<pre><code>public SafeLLamaContextHandle()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.safellamacontexthandle/#releasehandle","title":"ReleaseHandle()","text":"<pre><code>protected bool ReleaseHandle()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#createsafellamamodelhandle-llamacontextparams","title":"Create(SafeLlamaModelHandle, LLamaContextParams)","text":"<p>Create a new llama_state for the given model</p> <pre><code>public static SafeLLamaContextHandle Create(SafeLlamaModelHandle model, LLamaContextParams lparams)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>lparams</code> LLamaContextParams</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_1","title":"Returns","text":"<p>SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#exceptions","title":"Exceptions","text":"<p>RuntimeError</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#getlogits","title":"GetLogits()","text":"<p>Token logits obtained from the last call to llama_decode  The logits for the last token are stored in the last row  Can be mutated in order to change the probabilities of the next token.  Rows: n_tokens  Cols: n_vocab</p> <pre><code>public Span&lt;float&gt; GetLogits()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_2","title":"Returns","text":"<p>Span&lt;Single&gt;</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#getlogitsithint32","title":"GetLogitsIth(Int32)","text":"<p>Logits for the ith token. Equivalent to: llama_get_logits(ctx) + i*n_vocab</p> <pre><code>public Span&lt;float&gt; GetLogitsIth(int i)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_1","title":"Parameters","text":"<p><code>i</code> Int32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_3","title":"Returns","text":"<p>Span&lt;Single&gt;</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#tokenizestring-boolean-boolean-encoding","title":"Tokenize(String, Boolean, Boolean, Encoding)","text":"<p>Convert the given text into tokens</p> <pre><code>public LLamaToken[] Tokenize(string text, bool add_bos, bool special, Encoding encoding)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_2","title":"Parameters","text":"<p><code>text</code> String The text to tokenize</p> <p><code>add_bos</code> Boolean Whether the \"BOS\" token should be added</p> <p><code>special</code> Boolean Allow tokenizing special and/or control tokens which otherwise are not exposed and treated as plaintext.</p> <p><code>encoding</code> Encoding Encoding to use for the text</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_4","title":"Returns","text":"<p>LLamaToken[]</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#exceptions_1","title":"Exceptions","text":"<p>RuntimeError</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#tokentospanllamatoken-spanbyte","title":"TokenToSpan(LLamaToken, Span&lt;Byte&gt;)","text":"<p>Convert a single llama token into bytes</p> <pre><code>public uint TokenToSpan(LLamaToken token, Span&lt;byte&gt; dest)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_3","title":"Parameters","text":"<p><code>token</code> LLamaToken Token to decode</p> <p><code>dest</code> Span&lt;Byte&gt; A span to attempt to write into. If this is too small nothing will be written</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_5","title":"Returns","text":"<p>UInt32 The size of this token. nothing will be written if this is larger than <code>dest</code></p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#decodellamabatch","title":"Decode(LLamaBatch)","text":"<pre><code>public DecodeResult Decode(LLamaBatch batch)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_4","title":"Parameters","text":"<p><code>batch</code> LLamaBatch</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_6","title":"Returns","text":"<p>DecodeResult Positive return values does not mean a fatal error, but rather a warning:  - 0: success  - 1: could not find a KV slot for the batch (try reducing the size of the batch or increase the context)  - &lt; 0: error</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#decodelistllamatoken-llamaseqid-llamabatch-int32","title":"Decode(List&lt;LLamaToken&gt;, LLamaSeqId, LLamaBatch, Int32&amp;)","text":"<p>Decode a set of tokens in batch-size chunks.</p> <pre><code>internal ValueTuple&lt;DecodeResult, int&gt; Decode(List&lt;LLamaToken&gt; tokens, LLamaSeqId id, LLamaBatch batch, Int32&amp; n_past)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_5","title":"Parameters","text":"<p><code>tokens</code> List&lt;LLamaToken&gt;</p> <p><code>id</code> LLamaSeqId</p> <p><code>batch</code> LLamaBatch</p> <p><code>n_past</code> Int32&amp;</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_7","title":"Returns","text":"<p>ValueTuple&lt;DecodeResult, Int32&gt; A tuple, containing the decode result and the number of tokens that have not been decoded yet.</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#getstatesize","title":"GetStateSize()","text":"<p>Get the size of the state, when saved as bytes</p> <pre><code>public ulong GetStateSize()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_8","title":"Returns","text":"<p>UInt64</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#getstatebyte-uint64","title":"GetState(Byte*, UInt64)","text":"<p>Get the raw state of this context, encoded as bytes. Data is written into the <code>dest</code> pointer.</p> <pre><code>public ulong GetState(Byte* dest, ulong size)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_6","title":"Parameters","text":"<p><code>dest</code> Byte* Destination to write to</p> <p><code>size</code> UInt64 Number of bytes available to write to in dest (check required size with <code>GetStateSize()</code>)</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_9","title":"Returns","text":"<p>UInt64 The number of bytes written to dest</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#exceptions_2","title":"Exceptions","text":"<p>ArgumentOutOfRangeException Thrown if dest is too small</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#getstateintptr-uint64","title":"GetState(IntPtr, UInt64)","text":"<p>Get the raw state of this context, encoded as bytes. Data is written into the <code>dest</code> pointer.</p> <pre><code>public ulong GetState(IntPtr dest, ulong size)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_7","title":"Parameters","text":"<p><code>dest</code> IntPtr Destination to write to</p> <p><code>size</code> UInt64 Number of bytes available to write to in dest (check required size with <code>GetStateSize()</code>)</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_10","title":"Returns","text":"<p>UInt64 The number of bytes written to dest</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#exceptions_3","title":"Exceptions","text":"<p>ArgumentOutOfRangeException Thrown if dest is too small</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#setstatebyte","title":"SetState(Byte*)","text":"<p>Set the raw state of this context</p> <pre><code>public ulong SetState(Byte* src)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_8","title":"Parameters","text":"<p><code>src</code> Byte* The pointer to read the state from</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_11","title":"Returns","text":"<p>UInt64 Number of bytes read from the src pointer</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#setstateintptr","title":"SetState(IntPtr)","text":"<p>Set the raw state of this context</p> <pre><code>public ulong SetState(IntPtr src)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_9","title":"Parameters","text":"<p><code>src</code> IntPtr The pointer to read the state from</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_12","title":"Returns","text":"<p>UInt64 Number of bytes read from the src pointer</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#setseeduint32","title":"SetSeed(UInt32)","text":"<p>Set the RNG seed</p> <pre><code>public void SetSeed(uint seed)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_10","title":"Parameters","text":"<p><code>seed</code> UInt32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#setthreadsuint32-uint32","title":"SetThreads(UInt32, UInt32)","text":"<p>Set the number of threads used for decoding</p> <pre><code>public void SetThreads(uint threads, uint threadsBatch)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_11","title":"Parameters","text":"<p><code>threads</code> UInt32 n_threads is the number of threads used for generation (single token)</p> <p><code>threadsBatch</code> UInt32 n_threads_batch is the number of threads used for prompt and batch processing (multiple tokens)</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcachegetdebugviewint32","title":"KvCacheGetDebugView(Int32)","text":"<p>Get a new KV cache view that can be used to debug the KV cache</p> <pre><code>public LLamaKvCacheViewSafeHandle KvCacheGetDebugView(int maxSequences)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_12","title":"Parameters","text":"<p><code>maxSequences</code> Int32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_13","title":"Returns","text":"<p>LLamaKvCacheViewSafeHandle</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcachecountcells","title":"KvCacheCountCells()","text":"<p>Count the number of used cells in the KV cache (i.e. have at least one sequence assigned to them)</p> <pre><code>public int KvCacheCountCells()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_14","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcachecounttokens","title":"KvCacheCountTokens()","text":"<p>Returns the number of tokens in the KV cache (slow, use only for debug)  If a KV cell has multiple sequences assigned to it, it will be counted multiple times</p> <pre><code>public int KvCacheCountTokens()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#returns_15","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcacheclear","title":"KvCacheClear()","text":"<p>Clear the KV cache</p> <pre><code>public void KvCacheClear()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcacheremovellamaseqid-llamapos-llamapos","title":"KvCacheRemove(LLamaSeqId, LLamaPos, LLamaPos)","text":"<p>Removes all tokens that belong to the specified sequence and have positions in [p0, p1)</p> <pre><code>public void KvCacheRemove(LLamaSeqId seq, LLamaPos p0, LLamaPos p1)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_13","title":"Parameters","text":"<p><code>seq</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcachesequencecopyllamaseqid-llamaseqid-llamapos-llamapos","title":"KvCacheSequenceCopy(LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)","text":"<p>Copy all tokens that belong to the specified sequence to another sequence. Note that  this does not allocate extra KV cache memory - it simply assigns the tokens to the  new sequence</p> <pre><code>public void KvCacheSequenceCopy(LLamaSeqId src, LLamaSeqId dest, LLamaPos p0, LLamaPos p1)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_14","title":"Parameters","text":"<p><code>src</code> LLamaSeqId</p> <p><code>dest</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcachesequencekeepllamaseqid","title":"KvCacheSequenceKeep(LLamaSeqId)","text":"<p>Removes all tokens that do not belong to the specified sequence</p> <pre><code>public void KvCacheSequenceKeep(LLamaSeqId seq)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_15","title":"Parameters","text":"<p><code>seq</code> LLamaSeqId</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcachesequenceaddllamaseqid-llamapos-llamapos-int32","title":"KvCacheSequenceAdd(LLamaSeqId, LLamaPos, LLamaPos, Int32)","text":"<p>Adds relative position \"delta\" to all tokens that belong to the specified sequence  and have positions in [p0, p1. If the KV cache is RoPEd, the KV data is updated  accordingly</p> <pre><code>public void KvCacheSequenceAdd(LLamaSeqId seq, LLamaPos p0, LLamaPos p1, int delta)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_16","title":"Parameters","text":"<p><code>seq</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p> <p><code>delta</code> Int32</p>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#kvcachesequencedividellamaseqid-llamapos-llamapos-int32","title":"KvCacheSequenceDivide(LLamaSeqId, LLamaPos, LLamaPos, Int32)","text":"<p>Integer division of the positions by factor of <code>d &amp;gt; 1</code>.  If the KV cache is RoPEd, the KV data is updated accordingly.  p0 &lt; 0 : [0, p1]  p1 &lt; 0 : [p0, inf)</p> <pre><code>public void KvCacheSequenceDivide(LLamaSeqId seq, LLamaPos p0, LLamaPos p1, int divisor)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamacontexthandle/#parameters_17","title":"Parameters","text":"<p><code>seq</code> LLamaSeqId</p> <p><code>p0</code> LLamaPos</p> <p><code>p1</code> LLamaPos</p> <p><code>divisor</code> Int32</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/","title":"SafeLLamaGrammarHandle","text":"<p>Namespace: LLama.Native</p> <p>A safe reference to a <code>llama_grammar</code></p> <pre><code>public class SafeLLamaGrammarHandle : SafeLLamaHandleBase, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 CriticalFinalizerObject \u2192 SafeHandle \u2192 SafeLLamaHandleBase \u2192 SafeLLamaGrammarHandle Implements IDisposable</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.safellamagrammarhandle/#isinvalid","title":"IsInvalid","text":"<pre><code>public bool IsInvalid { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#property-value","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#isclosed","title":"IsClosed","text":"<pre><code>public bool IsClosed { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#property-value_1","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.safellamagrammarhandle/#releasehandle","title":"ReleaseHandle()","text":"<pre><code>protected bool ReleaseHandle()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#returns","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#createireadonlylistgrammarrule-uint64","title":"Create(IReadOnlyList&lt;GrammarRule&gt;, UInt64)","text":"<p>Create a new llama_grammar</p> <pre><code>public static SafeLLamaGrammarHandle Create(IReadOnlyList&lt;GrammarRule&gt; rules, ulong start_rule_index)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#parameters","title":"Parameters","text":"<p><code>rules</code> IReadOnlyList&lt;GrammarRule&gt; A list of list of elements, each inner list makes up one grammar rule</p> <p><code>start_rule_index</code> UInt64 The index (in the outer list) of the start rule</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#returns_1","title":"Returns","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#exceptions","title":"Exceptions","text":"<p>RuntimeError</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#createllamagrammarelement-uint64-uint64","title":"Create(LLamaGrammarElement, UInt64, UInt64)**","text":"<p>Create a new llama_grammar</p> <pre><code>public static SafeLLamaGrammarHandle Create(LLamaGrammarElement** rules, ulong nrules, ulong start_rule_index)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#parameters_1","title":"Parameters","text":"<p><code>rules</code> LLamaGrammarElement** rules list, each rule is a list of rule elements (terminated by a LLamaGrammarElementType.END element)</p> <p><code>nrules</code> UInt64 total number of rules</p> <p><code>start_rule_index</code> UInt64 index of the start rule of the grammar</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#returns_2","title":"Returns","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#exceptions_1","title":"Exceptions","text":"<p>RuntimeError</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#clone","title":"Clone()","text":"<p>Create a copy of this grammar instance</p> <pre><code>public SafeLLamaGrammarHandle Clone()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#returns_3","title":"Returns","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#accepttokensafellamacontexthandle-llamatoken","title":"AcceptToken(SafeLLamaContextHandle, LLamaToken)","text":"<p>Accepts the sampled token into the grammar</p> <pre><code>public void AcceptToken(SafeLLamaContextHandle ctx, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamagrammarhandle/#parameters_2","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.native.safellamahandlebase/","title":"SafeLLamaHandleBase","text":"<p>Namespace: LLama.Native</p> <p>Base class for all llama handles to native resources</p> <pre><code>public abstract class SafeLLamaHandleBase : System.Runtime.InteropServices.SafeHandle, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 CriticalFinalizerObject \u2192 SafeHandle \u2192 SafeLLamaHandleBase Implements IDisposable</p>"},{"location":"xmldocs/llama.native.safellamahandlebase/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.safellamahandlebase/#isinvalid","title":"IsInvalid","text":"<pre><code>public bool IsInvalid { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamahandlebase/#property-value","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamahandlebase/#isclosed","title":"IsClosed","text":"<pre><code>public bool IsClosed { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamahandlebase/#property-value_1","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamahandlebase/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.safellamahandlebase/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamahandlebase/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/","title":"SafeLlamaModelHandle","text":"<p>Namespace: LLama.Native</p> <p>A reference to a set of llama model weights</p> <pre><code>public sealed class SafeLlamaModelHandle : SafeLLamaHandleBase, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 CriticalFinalizerObject \u2192 SafeHandle \u2192 SafeLLamaHandleBase \u2192 SafeLlamaModelHandle Implements IDisposable</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.safellamamodelhandle/#vocabcount","title":"VocabCount","text":"<p>Total number of tokens in vocabulary of this model</p> <pre><code>public int VocabCount { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#contextsize","title":"ContextSize","text":"<p>Total number of tokens in the context</p> <pre><code>public int ContextSize { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_1","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#ropefrequency","title":"RopeFrequency","text":"<p>Get the rope frequency this model was trained with</p> <pre><code>public float RopeFrequency { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_2","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#embeddingsize","title":"EmbeddingSize","text":"<p>Dimension of embedding vectors</p> <pre><code>public int EmbeddingSize { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_3","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#sizeinbytes","title":"SizeInBytes","text":"<p>Get the size of this model in bytes</p> <pre><code>public ulong SizeInBytes { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_4","title":"Property Value","text":"<p>UInt64</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parametercount","title":"ParameterCount","text":"<p>Get the number of parameters in this model</p> <pre><code>public ulong ParameterCount { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_5","title":"Property Value","text":"<p>UInt64</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#description","title":"Description","text":"<p>Get a description of this model</p> <pre><code>public string Description { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_6","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#metadatacount","title":"MetadataCount","text":"<p>Get the number of metadata key/value pairs</p> <pre><code>public int MetadataCount { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_7","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#isinvalid","title":"IsInvalid","text":"<pre><code>public bool IsInvalid { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_8","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#isclosed","title":"IsClosed","text":"<pre><code>public bool IsClosed { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#property-value_9","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.native.safellamamodelhandle/#safellamamodelhandle_1","title":"SafeLlamaModelHandle()","text":"<pre><code>public SafeLlamaModelHandle()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.safellamamodelhandle/#releasehandle","title":"ReleaseHandle()","text":"<pre><code>protected bool ReleaseHandle()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#loadfromfilestring-llamamodelparams","title":"LoadFromFile(String, LLamaModelParams)","text":"<p>Load a model from the given file path into memory</p> <pre><code>public static SafeLlamaModelHandle LoadFromFile(string modelPath, LLamaModelParams lparams)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters","title":"Parameters","text":"<p><code>modelPath</code> String</p> <p><code>lparams</code> LLamaModelParams</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_1","title":"Returns","text":"<p>SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#exceptions","title":"Exceptions","text":"<p>RuntimeError</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#llama_model_apply_lora_from_filesafellamamodelhandle-string-single-string-int32","title":"llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, Single, String, Int32)","text":"<p>Apply a LoRA adapter to a loaded model  path_base_model is the path to a higher quality model to use as a base for  the layers modified by the adapter. Can be NULL to use the current loaded model.  The model needs to be reloaded before applying a new adapter, otherwise the adapter  will be applied on top of the previous one</p> <pre><code>public static int llama_model_apply_lora_from_file(SafeLlamaModelHandle model_ptr, string path_lora, float scale, string path_base_model, int n_threads)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_1","title":"Parameters","text":"<p><code>model_ptr</code> SafeLlamaModelHandle</p> <p><code>path_lora</code> String</p> <p><code>scale</code> Single</p> <p><code>path_base_model</code> String</p> <p><code>n_threads</code> Int32</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_2","title":"Returns","text":"<p>Int32 Returns 0 on success</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#llama_model_meta_val_strsafellamamodelhandle-byte-byte-int64","title":"llama_model_meta_val_str(SafeLlamaModelHandle, Byte, Byte, Int64)","text":"<p>Get metadata value as a string by key name</p> <pre><code>public static int llama_model_meta_val_str(SafeLlamaModelHandle model, Byte* key, Byte* buf, long buf_size)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_2","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>key</code> Byte*</p> <p><code>buf</code> Byte*</p> <p><code>buf_size</code> Int64</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_3","title":"Returns","text":"<p>Int32 The length of the string on success, or -1 on failure</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#applylorafromfilestring-single-string-nullableint32","title":"ApplyLoraFromFile(String, Single, String, Nullable&lt;Int32&gt;)","text":"<p>Apply a LoRA adapter to a loaded model</p> <pre><code>public void ApplyLoraFromFile(string lora, float scale, string modelBase, Nullable&lt;int&gt; threads)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_3","title":"Parameters","text":"<p><code>lora</code> String</p> <p><code>scale</code> Single</p> <p><code>modelBase</code> String A path to a higher quality model to use as a base for the layers modified by the  adapter. Can be NULL to use the current loaded model.</p> <p><code>threads</code> Nullable&lt;Int32&gt;</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#exceptions_1","title":"Exceptions","text":"<p>RuntimeError</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#tokentospanllamatoken-spanbyte","title":"TokenToSpan(LLamaToken, Span&lt;Byte&gt;)","text":"<p>Convert a single llama token into bytes</p> <pre><code>public uint TokenToSpan(LLamaToken token, Span&lt;byte&gt; dest)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_4","title":"Parameters","text":"<p><code>token</code> LLamaToken Token to decode</p> <p><code>dest</code> Span&lt;Byte&gt; A span to attempt to write into. If this is too small nothing will be written</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_4","title":"Returns","text":"<p>UInt32 The size of this token. nothing will be written if this is larger than <code>dest</code></p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#tokenstospanireadonlylistllamatoken-spanchar-encoding","title":"TokensToSpan(IReadOnlyList&lt;LLamaToken&gt;, Span&lt;Char&gt;, Encoding)","text":""},{"location":"xmldocs/llama.native.safellamamodelhandle/#caution","title":"Caution","text":"<p>Use a StreamingTokenDecoder instead</p> <p>Convert a sequence of tokens into characters.</p> <pre><code>internal Span&lt;char&gt; TokensToSpan(IReadOnlyList&lt;LLamaToken&gt; tokens, Span&lt;char&gt; dest, Encoding encoding)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_5","title":"Parameters","text":"<p><code>tokens</code> IReadOnlyList&lt;LLamaToken&gt;</p> <p><code>dest</code> Span&lt;Char&gt;</p> <p><code>encoding</code> Encoding</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_5","title":"Returns","text":"<p>Span&lt;Char&gt; The section of the span which has valid data in it.  If there was insufficient space in the output span this will be  filled with as many characters as possible, starting from the last token.</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#tokenizestring-boolean-boolean-encoding","title":"Tokenize(String, Boolean, Boolean, Encoding)","text":"<p>Convert a string of text into tokens</p> <pre><code>public LLamaToken[] Tokenize(string text, bool add_bos, bool special, Encoding encoding)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_6","title":"Parameters","text":"<p><code>text</code> String</p> <p><code>add_bos</code> Boolean</p> <p><code>special</code> Boolean Allow tokenizing special and/or control tokens which otherwise are not exposed and treated as plaintext.</p> <p><code>encoding</code> Encoding</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_6","title":"Returns","text":"<p>LLamaToken[]</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#createcontextllamacontextparams","title":"CreateContext(LLamaContextParams)","text":"<p>Create a new context for this model</p> <pre><code>public SafeLLamaContextHandle CreateContext(LLamaContextParams params)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_7","title":"Parameters","text":"<p><code>params</code> LLamaContextParams</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_7","title":"Returns","text":"<p>SafeLLamaContextHandle</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#metadatakeybyindexint32","title":"MetadataKeyByIndex(Int32)","text":"<p>Get the metadata key for the given index</p> <pre><code>public Nullable&lt;Memory&lt;byte&gt;&gt; MetadataKeyByIndex(int index)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_8","title":"Parameters","text":"<p><code>index</code> Int32 The index to get</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_8","title":"Returns","text":"<p>Nullable&lt;Memory&lt;Byte&gt;&gt; The key, null if there is no such key or if the buffer was too small</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#metadatavaluebyindexint32","title":"MetadataValueByIndex(Int32)","text":"<p>Get the metadata value for the given index</p> <pre><code>public Nullable&lt;Memory&lt;byte&gt;&gt; MetadataValueByIndex(int index)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_9","title":"Parameters","text":"<p><code>index</code> Int32 The index to get</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_9","title":"Returns","text":"<p>Nullable&lt;Memory&lt;Byte&gt;&gt; The value, null if there is no such value or if the buffer was too small</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#readmetadata","title":"ReadMetadata()","text":"<pre><code>internal IReadOnlyDictionary&lt;string, string&gt; ReadMetadata()\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_10","title":"Returns","text":"<p>IReadOnlyDictionary&lt;String, String&gt;</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#llama_model_meta_key_by_indexg__llama_model_meta_key_by_index_native23_0safellamamodelhandle-int32-byte-int64","title":"&lt;llama_model_meta_key_by_index&gt;g__llama_model_meta_key_by_index_native|23_0(SafeLlamaModelHandle, Int32, Byte*, Int64)","text":"<pre><code>internal static int &lt;llama_model_meta_key_by_index&gt;g__llama_model_meta_key_by_index_native|23_0(SafeLlamaModelHandle model, int index, Byte* buf, long buf_size)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_10","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>index</code> Int32</p> <p><code>buf</code> Byte*</p> <p><code>buf_size</code> Int64</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_11","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#llama_model_meta_val_str_by_indexg__llama_model_meta_val_str_by_index_native24_0safellamamodelhandle-int32-byte-int64","title":"&lt;llama_model_meta_val_str_by_index&gt;g__llama_model_meta_val_str_by_index_native|24_0(SafeLlamaModelHandle, Int32, Byte*, Int64)","text":"<pre><code>internal static int &lt;llama_model_meta_val_str_by_index&gt;g__llama_model_meta_val_str_by_index_native|24_0(SafeLlamaModelHandle model, int index, Byte* buf, long buf_size)\n</code></pre>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#parameters_11","title":"Parameters","text":"<p><code>model</code> SafeLlamaModelHandle</p> <p><code>index</code> Int32</p> <p><code>buf</code> Byte*</p> <p><code>buf_size</code> Int64</p>"},{"location":"xmldocs/llama.native.safellamamodelhandle/#returns_12","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/","title":"SafeLlavaImageEmbedHandle","text":"<p>Namespace: LLama.Native</p> <p>A Reference to a llava Image Embed handle</p> <pre><code>public sealed class SafeLlavaImageEmbedHandle : SafeLLamaHandleBase, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 CriticalFinalizerObject \u2192 SafeHandle \u2192 SafeLLamaHandleBase \u2192 SafeLlavaImageEmbedHandle Implements IDisposable</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#isinvalid","title":"IsInvalid","text":"<pre><code>public bool IsInvalid { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#property-value","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#isclosed","title":"IsClosed","text":"<pre><code>public bool IsClosed { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#property-value_1","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#createfromfilenamesafellavamodelhandle-llamacontext-string","title":"CreateFromFileName(SafeLlavaModelHandle, LLamaContext, String)","text":"<p>Create an image embed from an image file</p> <pre><code>public static SafeLlavaImageEmbedHandle CreateFromFileName(SafeLlavaModelHandle ctxLlava, LLamaContext ctxLlama, string image)\n</code></pre>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#parameters","title":"Parameters","text":"<p><code>ctxLlava</code> SafeLlavaModelHandle</p> <p><code>ctxLlama</code> LLamaContext</p> <p><code>image</code> String Path to the image file. Supported formats:  JPGPNGBMPTGA</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#returns","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#exceptions","title":"Exceptions","text":"<p>InvalidOperationException</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#createfrommemorysafellavamodelhandle-llamacontext-byte","title":"CreateFromMemory(SafeLlavaModelHandle, LLamaContext, Byte[])","text":"<p>Create an image embed from the bytes of an image.</p> <pre><code>public static SafeLlavaImageEmbedHandle CreateFromMemory(SafeLlavaModelHandle ctxLlava, LLamaContext ctxLlama, Byte[] image)\n</code></pre>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#parameters_1","title":"Parameters","text":"<p><code>ctxLlava</code> SafeLlavaModelHandle</p> <p><code>ctxLlama</code> LLamaContext</p> <p><code>image</code> Byte[] Image bytes. Supported formats:  JPGPNGBMPTGA</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#returns_1","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle</p>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#releasehandle","title":"ReleaseHandle()","text":"<pre><code>protected bool ReleaseHandle()\n</code></pre>"},{"location":"xmldocs/llama.native.safellavaimageembedhandle/#returns_2","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/","title":"SafeLlavaModelHandle","text":"<p>Namespace: LLama.Native</p> <p>A reference to a set of llava model weights.</p> <pre><code>public sealed class SafeLlavaModelHandle : SafeLLamaHandleBase, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 CriticalFinalizerObject \u2192 SafeHandle \u2192 SafeLLamaHandleBase \u2192 SafeLlavaModelHandle Implements IDisposable</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.native.safellavamodelhandle/#isinvalid","title":"IsInvalid","text":"<pre><code>public bool IsInvalid { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#property-value","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#isclosed","title":"IsClosed","text":"<pre><code>public bool IsClosed { get; }\n</code></pre>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#property-value_1","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.native.safellavamodelhandle/#releasehandle","title":"ReleaseHandle()","text":"<pre><code>protected bool ReleaseHandle()\n</code></pre>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#returns","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#loadfromfilestring-int32","title":"LoadFromFile(String, Int32)","text":"<p>Load a model from the given file path into memory</p> <pre><code>public static SafeLlavaModelHandle LoadFromFile(string modelPath, int verbosity)\n</code></pre>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#parameters","title":"Parameters","text":"<p><code>modelPath</code> String MMP File (Multi-Modal Projections)</p> <p><code>verbosity</code> Int32 Verbosity level</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#returns_1","title":"Returns","text":"<p>SafeLlavaModelHandle SafeHandle of the Clip Model</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#exceptions","title":"Exceptions","text":"<p>InvalidOperationException</p> <p>RuntimeError</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#createimageembeddingsllamacontext-string","title":"CreateImageEmbeddings(LLamaContext, String)","text":"<p>Create the Image Embeddings.</p> <pre><code>public SafeLlavaImageEmbedHandle CreateImageEmbeddings(LLamaContext ctxLlama, string image)\n</code></pre>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#parameters_1","title":"Parameters","text":"<p><code>ctxLlama</code> LLamaContext LLama Context</p> <p><code>image</code> String Image filename (it supports jpeg format only)</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#returns_2","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle return the SafeHandle of these embeddings</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#createimageembeddingsllamacontext-byte","title":"CreateImageEmbeddings(LLamaContext, Byte[])","text":"<p>Create the Image Embeddings.</p> <pre><code>public SafeLlavaImageEmbedHandle CreateImageEmbeddings(LLamaContext ctxLlama, Byte[] image)\n</code></pre>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#parameters_2","title":"Parameters","text":"<p><code>ctxLlama</code> LLamaContext LLama Context</p> <p><code>image</code> Byte[] Image in binary format (it supports jpeg format only)</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#returns_3","title":"Returns","text":"<p>SafeLlavaImageEmbedHandle return the SafeHandle of these embeddings</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#evalimageembedllamacontext-safellavaimageembedhandle-int32","title":"EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)","text":"<p>Evaluates the image embeddings.</p> <pre><code>public bool EvalImageEmbed(LLamaContext ctxLlama, SafeLlavaImageEmbedHandle imageEmbed, Int32&amp; n_past)\n</code></pre>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#parameters_3","title":"Parameters","text":"<p><code>ctxLlama</code> LLamaContext Llama Context</p> <p><code>imageEmbed</code> SafeLlavaImageEmbedHandle The current embeddings to evaluate</p> <p><code>n_past</code> Int32&amp;</p>"},{"location":"xmldocs/llama.native.safellavamodelhandle/#returns_4","title":"Returns","text":"<p>Boolean True on success</p>"},{"location":"xmldocs/llama.quantizer/","title":"Quantizer","text":"<p>Namespace: LLama</p> <pre><code>public class Quantizer\n</code></pre> <p>Inheritance Object \u2192 Quantizer</p>"},{"location":"xmldocs/llama.quantizer/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.quantizer/#quantizer_1","title":"Quantizer()","text":"<pre><code>public Quantizer()\n</code></pre>"},{"location":"xmldocs/llama.quantizer/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.quantizer/#quantizestring-string-llamaftype-int32-boolean","title":"Quantize(String, String, LLamaFtype, Int32, Boolean)","text":"<pre><code>public static bool Quantize(string srcFileName, string dstFilename, LLamaFtype ftype, int nthread, bool printInfo)\n</code></pre>"},{"location":"xmldocs/llama.quantizer/#parameters","title":"Parameters","text":"<p><code>srcFileName</code> String</p> <p><code>dstFilename</code> String</p> <p><code>ftype</code> LLamaFtype</p> <p><code>nthread</code> Int32</p> <p><code>printInfo</code> Boolean</p>"},{"location":"xmldocs/llama.quantizer/#returns","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.quantizer/#quantizestring-string-string-int32-boolean","title":"Quantize(String, String, String, Int32, Boolean)","text":"<pre><code>public static bool Quantize(string srcFileName, string dstFilename, string ftype, int nthread, bool printInfo)\n</code></pre>"},{"location":"xmldocs/llama.quantizer/#parameters_1","title":"Parameters","text":"<p><code>srcFileName</code> String</p> <p><code>dstFilename</code> String</p> <p><code>ftype</code> String</p> <p><code>nthread</code> Int32</p> <p><code>printInfo</code> Boolean</p>"},{"location":"xmldocs/llama.quantizer/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/","title":"BaseSamplingPipeline","text":"<p>Namespace: LLama.Sampling</p> <p>Base class for implementing custom sampling pipelines. This provides a helpful framework for implementing <code>ISamplingPipeline</code>.</p> <pre><code>public abstract class BaseSamplingPipeline : ISamplingPipeline, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 BaseSamplingPipeline Implements ISamplingPipeline, IDisposable</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#grammar","title":"Grammar","text":"<p>Grammar to constrain valid tokens</p> <pre><code>public SafeLLamaGrammarHandle Grammar { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#property-value","title":"Property Value","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken","title":"Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>public LLamaToken Sample(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#parameters","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>logits</code> Span&lt;Single&gt;</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#acceptsafellamacontexthandle-llamatoken","title":"Accept(SafeLLamaContextHandle, LLamaToken)","text":"<pre><code>public void Accept(SafeLLamaContextHandle ctx, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#parameters_1","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken","title":"ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<p>Process the raw logit values</p> <pre><code>protected abstract void ProcessLogits(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#parameters_2","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle The context being sampled from</p> <p><code>logits</code> Span&lt;Single&gt; The logits produced by the model</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt; A list of tokens recently returned by the model</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken","title":"ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<p>Process the LLamaTokenDataArray and select a single token</p> <pre><code>protected abstract LLamaToken ProcessTokenDataArray(SafeLLamaContextHandle ctx, LLamaTokenDataArray candidates, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#parameters_3","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle The context being sampled from</p> <p><code>candidates</code> LLamaTokenDataArray The LLamaTokenDataArray data produced by the model</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt; A list of tokens recently returned by the model</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#returns_1","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#reset","title":"Reset()","text":"<pre><code>public void Reset()\n</code></pre>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#clone","title":"Clone()","text":"<pre><code>public abstract ISamplingPipeline Clone()\n</code></pre>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#returns_2","title":"Returns","text":"<p>ISamplingPipeline</p>"},{"location":"xmldocs/llama.sampling.basesamplingpipeline/#dispose","title":"Dispose()","text":"<pre><code>public void Dispose()\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/","title":"DefaultSamplingPipeline","text":"<p>Namespace: LLama.Sampling</p> <p>An implementation of ISamplePipeline which mimics the default llama.cpp sampling</p> <pre><code>public sealed class DefaultSamplingPipeline : BaseSamplingPipeline, ISamplingPipeline, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 BaseSamplingPipeline \u2192 DefaultSamplingPipeline Implements ISamplingPipeline, IDisposable</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#logitbias","title":"LogitBias","text":"<p>Bias values to add to certain logits</p> <pre><code>public Dictionary&lt;int, float&gt; LogitBias { get; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value","title":"Property Value","text":"<p>Dictionary&lt;Int32, Single&gt;</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#repeatpenalty","title":"RepeatPenalty","text":"<p>Repetition penalty, as described in https://arxiv.org/abs/1909.05858</p> <pre><code>public float RepeatPenalty { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_1","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#alphafrequency","title":"AlphaFrequency","text":"<p>Frequency penalty as described by OpenAI: https://platform.openai.com/docs/api-reference/chat/create  Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text  so far, decreasing the model's likelihood to repeat the same line verbatim.</p> <pre><code>public float AlphaFrequency { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_2","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#alphapresence","title":"AlphaPresence","text":"<p>Presence penalty as described by OpenAI: https://platform.openai.com/docs/api-reference/chat/create  Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the  text so far, increasing the model's likelihood to talk about new topics.</p> <pre><code>public float AlphaPresence { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_3","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#temperature","title":"Temperature","text":"<p>Temperature to apply (higher temperature is more \"creative\")</p> <pre><code>public float Temperature { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_4","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#topk","title":"TopK","text":"<p>Number of tokens to keep in TopK sampling</p> <pre><code>public int TopK { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_5","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#tailfreez","title":"TailFreeZ","text":"<p>Z value for tail free sampling</p> <pre><code>public float TailFreeZ { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_6","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#typicalp","title":"TypicalP","text":"<p>P value for locally typical sampling</p> <pre><code>public float TypicalP { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_7","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#topp","title":"TopP","text":"<p>P value for TopP sampling</p> <pre><code>public float TopP { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_8","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#minp","title":"MinP","text":"<p>P value for MinP sampling</p> <pre><code>public float MinP { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_9","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#penalizenewline","title":"PenalizeNewline","text":"<p>Whether the newline value should be protected from being modified by logit bias and repeat penalty</p> <pre><code>public bool PenalizeNewline { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_10","title":"Property Value","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#grammar","title":"Grammar","text":"<p>Grammar to constrain valid tokens</p> <pre><code>public SafeLLamaGrammarHandle Grammar { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#property-value_11","title":"Property Value","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#defaultsamplingpipeline_1","title":"DefaultSamplingPipeline()","text":"<pre><code>public DefaultSamplingPipeline()\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken","title":"ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected void ProcessLogits(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#parameters","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>logits</code> Span&lt;Single&gt;</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken","title":"ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected LLamaToken ProcessTokenDataArray(SafeLLamaContextHandle ctx, LLamaTokenDataArray candidates, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#parameters_1","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArray</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#acceptsafellamacontexthandle-llamatoken","title":"Accept(SafeLLamaContextHandle, LLamaToken)","text":"<pre><code>public void Accept(SafeLLamaContextHandle ctx, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#parameters_2","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#clone","title":"Clone()","text":"<pre><code>public ISamplingPipeline Clone()\n</code></pre>"},{"location":"xmldocs/llama.sampling.defaultsamplingpipeline/#returns_1","title":"Returns","text":"<p>ISamplingPipeline</p>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/","title":"GreedySamplingPipeline","text":"<p>Namespace: LLama.Sampling</p> <p>A sampling pipeline which always selects the most likely token</p> <pre><code>public class GreedySamplingPipeline : BaseSamplingPipeline, ISamplingPipeline, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 BaseSamplingPipeline \u2192 GreedySamplingPipeline Implements ISamplingPipeline, IDisposable</p>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#grammar","title":"Grammar","text":"<p>Grammar to constrain valid tokens</p> <pre><code>public SafeLLamaGrammarHandle Grammar { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#property-value","title":"Property Value","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#greedysamplingpipeline_1","title":"GreedySamplingPipeline()","text":"<pre><code>public GreedySamplingPipeline()\n</code></pre>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken","title":"ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected void ProcessLogits(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#parameters","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>logits</code> Span&lt;Single&gt;</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken","title":"ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected LLamaToken ProcessTokenDataArray(SafeLLamaContextHandle ctx, LLamaTokenDataArray candidates, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#parameters_1","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArray</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#clone","title":"Clone()","text":"<pre><code>public ISamplingPipeline Clone()\n</code></pre>"},{"location":"xmldocs/llama.sampling.greedysamplingpipeline/#returns_1","title":"Returns","text":"<p>ISamplingPipeline</p>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/","title":"ISamplingPipeline","text":"<p>Namespace: LLama.Sampling</p> <p>Convert a span of logits into a single sampled token. This interface can be implemented to completely customise the sampling process.</p> <pre><code>public interface ISamplingPipeline : System.IDisposable\n</code></pre> <p>Implements IDisposable</p>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sampling.isamplingpipeline/#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken","title":"Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<p>Sample a single token from the given logits</p> <pre><code>LLamaToken Sample(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#parameters","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle The context being sampled from</p> <p><code>logits</code> Span&lt;Single&gt; The logits produced by the model</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt; A span of tokens recently returned by the model</p>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#acceptsafellamacontexthandle-llamatoken","title":"Accept(SafeLLamaContextHandle, LLamaToken)","text":"<p>Update the pipeline, with knowledge that a particular token was just accepted</p> <pre><code>void Accept(SafeLLamaContextHandle ctx, LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#parameters_1","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#reset","title":"Reset()","text":"<p>Reset all internal state of the sampling pipeline</p> <pre><code>void Reset()\n</code></pre>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#clone","title":"Clone()","text":"<p>Create a copy of this sampling pipeline</p> <pre><code>ISamplingPipeline Clone()\n</code></pre>"},{"location":"xmldocs/llama.sampling.isamplingpipeline/#returns_1","title":"Returns","text":"<p>ISamplingPipeline</p>"},{"location":"xmldocs/llama.sampling.isamplingpipelineextensions/","title":"ISamplingPipelineExtensions","text":"<p>Namespace: LLama.Sampling</p> <p>Extensions methods for ISamplingPipeline</p> <pre><code>public static class ISamplingPipelineExtensions\n</code></pre> <p>Inheritance Object \u2192 ISamplingPipelineExtensions</p>"},{"location":"xmldocs/llama.sampling.isamplingpipelineextensions/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sampling.isamplingpipelineextensions/#sampleisamplingpipeline-safellamacontexthandle-spansingle-listllamatoken","title":"Sample(ISamplingPipeline, SafeLLamaContextHandle, Span&lt;Single&gt;, List&lt;LLamaToken&gt;)","text":"<p>Sample a single token from the given logits</p> <pre><code>public static LLamaToken Sample(ISamplingPipeline pipeline, SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, List&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.isamplingpipelineextensions/#parameters","title":"Parameters","text":"<p><code>pipeline</code> ISamplingPipeline</p> <p><code>ctx</code> SafeLLamaContextHandle The context being sampled from</p> <p><code>logits</code> Span&lt;Single&gt; The logits produced by the model</p> <p><code>lastTokens</code> List&lt;LLamaToken&gt; A list of tokens recently returned by the model</p>"},{"location":"xmldocs/llama.sampling.isamplingpipelineextensions/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/","title":"Mirostate2SamplingPipeline","text":"<p>Namespace: LLama.Sampling</p> <p>A sampling pipeline which uses mirostat (v2) to select tokens</p> <pre><code>public class Mirostate2SamplingPipeline : BaseSamplingPipeline, ISamplingPipeline, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 BaseSamplingPipeline \u2192 Mirostate2SamplingPipeline Implements ISamplingPipeline, IDisposable</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#mu","title":"Mu","text":"<p>Currently learned mu value</p> <pre><code>public float Mu { get; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#property-value","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#tau","title":"Tau","text":"<p>target entropy</p> <pre><code>public float Tau { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#property-value_1","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#eta","title":"Eta","text":"<p>learning rate</p> <pre><code>public float Eta { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#property-value_2","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#grammar","title":"Grammar","text":"<p>Grammar to constrain valid tokens</p> <pre><code>public SafeLLamaGrammarHandle Grammar { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#property-value_3","title":"Property Value","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#mirostate2samplingpipeline_1","title":"Mirostate2SamplingPipeline()","text":"<pre><code>public Mirostate2SamplingPipeline()\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken","title":"ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected void ProcessLogits(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#parameters","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>logits</code> Span&lt;Single&gt;</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken","title":"ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected LLamaToken ProcessTokenDataArray(SafeLLamaContextHandle ctx, LLamaTokenDataArray candidates, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#parameters_1","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArray</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#reset","title":"Reset()","text":"<pre><code>public void Reset()\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#clone","title":"Clone()","text":"<pre><code>public ISamplingPipeline Clone()\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostate2samplingpipeline/#returns_1","title":"Returns","text":"<p>ISamplingPipeline</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/","title":"MirostateSamplingPipeline","text":"<p>Namespace: LLama.Sampling</p> <p>A sampling pipeline which uses mirostat (v1) to select tokens</p> <pre><code>public class MirostateSamplingPipeline : BaseSamplingPipeline, ISamplingPipeline, System.IDisposable\n</code></pre> <p>Inheritance Object \u2192 BaseSamplingPipeline \u2192 MirostateSamplingPipeline Implements ISamplingPipeline, IDisposable</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#mu","title":"Mu","text":"<p>Currently learned mu value</p> <pre><code>public float Mu { get; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#property-value","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#tau","title":"Tau","text":"<p>target entropy</p> <pre><code>public float Tau { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#property-value_1","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#eta","title":"Eta","text":"<p>learning rate</p> <pre><code>public float Eta { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#property-value_2","title":"Property Value","text":"<p>Single</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#grammar","title":"Grammar","text":"<p>Grammar to constrain valid tokens</p> <pre><code>public SafeLLamaGrammarHandle Grammar { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#property-value_3","title":"Property Value","text":"<p>SafeLLamaGrammarHandle</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#mirostatesamplingpipeline_1","title":"MirostateSamplingPipeline()","text":"<pre><code>public MirostateSamplingPipeline()\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken","title":"ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected void ProcessLogits(SafeLLamaContextHandle ctx, Span&lt;float&gt; logits, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#parameters","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>logits</code> Span&lt;Single&gt;</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken","title":"ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)","text":"<pre><code>protected LLamaToken ProcessTokenDataArray(SafeLLamaContextHandle ctx, LLamaTokenDataArray candidates, ReadOnlySpan&lt;LLamaToken&gt; lastTokens)\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#parameters_1","title":"Parameters","text":"<p><code>ctx</code> SafeLLamaContextHandle</p> <p><code>candidates</code> LLamaTokenDataArray</p> <p><code>lastTokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#returns","title":"Returns","text":"<p>LLamaToken</p>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#reset","title":"Reset()","text":"<pre><code>public void Reset()\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#clone","title":"Clone()","text":"<pre><code>public ISamplingPipeline Clone()\n</code></pre>"},{"location":"xmldocs/llama.sampling.mirostatesamplingpipeline/#returns_1","title":"Returns","text":"<p>ISamplingPipeline</p>"},{"location":"xmldocs/llama.sessionstate/","title":"SessionState","text":"<p>Namespace: LLama</p> <p>The state of a chat session in-memory.</p> <pre><code>public class SessionState : System.IEquatable`1[[LLama.SessionState, LLamaSharp, Version=0.0.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 SessionState Implements IEquatable&lt;SessionState&gt;</p>"},{"location":"xmldocs/llama.sessionstate/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.sessionstate/#executorstate","title":"ExecutorState","text":"<p>Saved executor state for the session in JSON format.</p> <pre><code>public ExecutorBaseState ExecutorState { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#property-value","title":"Property Value","text":"<p>ExecutorBaseState</p>"},{"location":"xmldocs/llama.sessionstate/#contextstate","title":"ContextState","text":"<p>Saved context state (KV cache) for the session.</p> <pre><code>public State ContextState { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#property-value_1","title":"Property Value","text":"<p>State</p>"},{"location":"xmldocs/llama.sessionstate/#inputtransformpipeline","title":"InputTransformPipeline","text":"<p>The input transform pipeline used in this session.</p> <pre><code>public ITextTransform[] InputTransformPipeline { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#property-value_2","title":"Property Value","text":"<p>ITextTransform[]</p>"},{"location":"xmldocs/llama.sessionstate/#outputtransform","title":"OutputTransform","text":"<p>The output transform used in this session.</p> <pre><code>public ITextStreamTransform OutputTransform { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#property-value_3","title":"Property Value","text":"<p>ITextStreamTransform</p>"},{"location":"xmldocs/llama.sessionstate/#historytransform","title":"HistoryTransform","text":"<p>The history transform used in this session.</p> <pre><code>public IHistoryTransform HistoryTransform { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#property-value_4","title":"Property Value","text":"<p>IHistoryTransform</p>"},{"location":"xmldocs/llama.sessionstate/#history","title":"History","text":"<p>The the chat history messages for this session.</p> <pre><code>public Message[] History { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#property-value_5","title":"Property Value","text":"<p>Message[]</p>"},{"location":"xmldocs/llama.sessionstate/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.sessionstate/#sessionstatestate-executorbasestate-chathistory-listitexttransform-itextstreamtransform-ihistorytransform","title":"SessionState(State, ExecutorBaseState, ChatHistory, List&lt;ITextTransform&gt;, ITextStreamTransform, IHistoryTransform)","text":"<p>Create a new session state.</p> <pre><code>public SessionState(State contextState, ExecutorBaseState executorState, ChatHistory history, List&lt;ITextTransform&gt; inputTransformPipeline, ITextStreamTransform outputTransform, IHistoryTransform historyTransform)\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#parameters","title":"Parameters","text":"<p><code>contextState</code> State</p> <p><code>executorState</code> ExecutorBaseState</p> <p><code>history</code> ChatHistory</p> <p><code>inputTransformPipeline</code> List&lt;ITextTransform&gt;</p> <p><code>outputTransform</code> ITextStreamTransform</p> <p><code>historyTransform</code> IHistoryTransform</p>"},{"location":"xmldocs/llama.sessionstate/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.sessionstate/#savestring","title":"Save(String)","text":"<p>Save the session state to folder.</p> <pre><code>public void Save(string path)\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#parameters_1","title":"Parameters","text":"<p><code>path</code> String</p>"},{"location":"xmldocs/llama.sessionstate/#loadstring","title":"Load(String)","text":"<p>Load the session state from folder.</p> <pre><code>public static SessionState Load(string path)\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#parameters_2","title":"Parameters","text":"<p><code>path</code> String</p>"},{"location":"xmldocs/llama.sessionstate/#returns","title":"Returns","text":"<p>SessionState</p>"},{"location":"xmldocs/llama.sessionstate/#exceptions","title":"Exceptions","text":"<p>ArgumentException Throws when session state is incorrect</p>"},{"location":"xmldocs/llama.sessionstate/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#returns_1","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.sessionstate/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#parameters_3","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.sessionstate/#returns_2","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.sessionstate/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#returns_3","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.sessionstate/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#parameters_4","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.sessionstate/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.sessionstate/#equalssessionstate","title":"Equals(SessionState)","text":"<pre><code>public bool Equals(SessionState other)\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#parameters_5","title":"Parameters","text":"<p><code>other</code> SessionState</p>"},{"location":"xmldocs/llama.sessionstate/#returns_5","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.sessionstate/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public SessionState &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.sessionstate/#returns_6","title":"Returns","text":"<p>SessionState</p>"},{"location":"xmldocs/llama.streamingtokendecoder/","title":"StreamingTokenDecoder","text":"<p>Namespace: LLama</p> <p>Decodes a stream of tokens into a stream of characters</p> <pre><code>public sealed class StreamingTokenDecoder\n</code></pre> <p>Inheritance Object \u2192 StreamingTokenDecoder</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.streamingtokendecoder/#availablecharacters","title":"AvailableCharacters","text":"<p>The number of decoded characters waiting to be read</p> <pre><code>public int AvailableCharacters { get; }\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#property-value","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.streamingtokendecoder/#streamingtokendecoderencoding-llamaweights","title":"StreamingTokenDecoder(Encoding, LLamaWeights)","text":"<p>Create a new decoder</p> <pre><code>public StreamingTokenDecoder(Encoding encoding, LLamaWeights weights)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters","title":"Parameters","text":"<p><code>encoding</code> Encoding Text encoding to use</p> <p><code>weights</code> LLamaWeights Model weights</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#streamingtokendecoderllamacontext","title":"StreamingTokenDecoder(LLamaContext)","text":"<p>Create a new decoder</p> <pre><code>public StreamingTokenDecoder(LLamaContext context)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_1","title":"Parameters","text":"<p><code>context</code> LLamaContext Context to retrieve encoding and model weights from</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#streamingtokendecoderencoding-safellamacontexthandle","title":"StreamingTokenDecoder(Encoding, SafeLLamaContextHandle)","text":"<p>Create a new decoder</p> <pre><code>public StreamingTokenDecoder(Encoding encoding, SafeLLamaContextHandle context)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_2","title":"Parameters","text":"<p><code>encoding</code> Encoding Text encoding to use</p> <p><code>context</code> SafeLLamaContextHandle Context to retrieve model weights from</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#streamingtokendecoderencoding-safellamamodelhandle","title":"StreamingTokenDecoder(Encoding, SafeLlamaModelHandle)","text":"<p>Create a new decoder</p> <pre><code>public StreamingTokenDecoder(Encoding encoding, SafeLlamaModelHandle weights)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_3","title":"Parameters","text":"<p><code>encoding</code> Encoding Text encoding to use</p> <p><code>weights</code> SafeLlamaModelHandle Models weights to use</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.streamingtokendecoder/#addllamatoken","title":"Add(LLamaToken)","text":"<p>Add a single token to the decoder</p> <pre><code>public void Add(LLamaToken token)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_4","title":"Parameters","text":"<p><code>token</code> LLamaToken</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#addint32","title":"Add(Int32)","text":"<p>Add a single token to the decoder</p> <pre><code>public void Add(int token)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_5","title":"Parameters","text":"<p><code>token</code> Int32</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#addrangett","title":"AddRange&lt;T&gt;(T)","text":"<p>Add all tokens in the given enumerable</p> <pre><code>public void AddRange&lt;T&gt;(T tokens)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#type-parameters","title":"Type Parameters","text":"<p><code>T</code></p>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_6","title":"Parameters","text":"<p><code>tokens</code> T</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#addrangereadonlyspanllamatoken","title":"AddRange(ReadOnlySpan&lt;LLamaToken&gt;)","text":"<p>Add all tokens in the given span</p> <pre><code>public void AddRange(ReadOnlySpan&lt;LLamaToken&gt; tokens)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_7","title":"Parameters","text":"<p><code>tokens</code> ReadOnlySpan&lt;LLamaToken&gt;</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#readlistchar","title":"Read(List&lt;Char&gt;)","text":"<p>Read all decoded characters and clear the buffer</p> <pre><code>public void Read(List&lt;char&gt; dest)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_8","title":"Parameters","text":"<p><code>dest</code> List&lt;Char&gt;</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#read","title":"Read()","text":"<p>Read all decoded characters as a string and clear the buffer</p> <pre><code>public string Read()\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#reset","title":"Reset()","text":"<p>Set the decoder back to its initial state</p> <pre><code>public void Reset()\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#addg__tokentobytes9_0byte-llamatoken-safellamamodelhandle","title":"&lt;Add&gt;g__TokenToBytes|9_0(Byte[]&amp;, LLamaToken, SafeLlamaModelHandle)","text":"<pre><code>internal static Span&lt;byte&gt; &lt;Add&gt;g__TokenToBytes|9_0(Byte[]&amp; bytes, LLamaToken token, SafeLlamaModelHandle model)\n</code></pre>"},{"location":"xmldocs/llama.streamingtokendecoder/#parameters_9","title":"Parameters","text":"<p><code>bytes</code> Byte[]&amp;</p> <p><code>token</code> LLamaToken</p> <p><code>model</code> SafeLlamaModelHandle</p>"},{"location":"xmldocs/llama.streamingtokendecoder/#returns_1","title":"Returns","text":"<p>Span&lt;Byte&gt;</p>"},{"location":"xmldocs/llama.types.chatcompletion/","title":"ChatCompletion","text":"<p>Namespace: LLama.Types</p> <pre><code>public class ChatCompletion : System.IEquatable`1[[LLama.Types.ChatCompletion, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 ChatCompletion Implements IEquatable&lt;ChatCompletion&gt;</p>"},{"location":"xmldocs/llama.types.chatcompletion/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.types.chatcompletion/#id","title":"Id","text":"<pre><code>public string Id { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#property-value","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletion/#object","title":"Object","text":"<pre><code>public string Object { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#property-value_1","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletion/#created","title":"Created","text":"<pre><code>public int Created { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#property-value_2","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletion/#model","title":"Model","text":"<pre><code>public string Model { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#property-value_3","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletion/#choices","title":"Choices","text":"<pre><code>public ChatCompletionChoice[] Choices { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#property-value_4","title":"Property Value","text":"<p>ChatCompletionChoice[]</p>"},{"location":"xmldocs/llama.types.chatcompletion/#usage","title":"Usage","text":"<pre><code>public CompletionUsage Usage { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#property-value_5","title":"Property Value","text":"<p>CompletionUsage</p>"},{"location":"xmldocs/llama.types.chatcompletion/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.types.chatcompletion/#chatcompletionstring-string-int32-string-chatcompletionchoice-completionusage","title":"ChatCompletion(String, String, Int32, String, ChatCompletionChoice[], CompletionUsage)","text":"<pre><code>public ChatCompletion(string Id, string Object, int Created, string Model, ChatCompletionChoice[] Choices, CompletionUsage Usage)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#parameters","title":"Parameters","text":"<p><code>Id</code> String</p> <p><code>Object</code> String</p> <p><code>Created</code> Int32</p> <p><code>Model</code> String</p> <p><code>Choices</code> ChatCompletionChoice[]</p> <p><code>Usage</code> CompletionUsage</p>"},{"location":"xmldocs/llama.types.chatcompletion/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.types.chatcompletion/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletion/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#parameters_1","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.types.chatcompletion/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletion/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletion/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#parameters_2","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.types.chatcompletion/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletion/#equalschatcompletion","title":"Equals(ChatCompletion)","text":"<pre><code>public bool Equals(ChatCompletion other)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#parameters_3","title":"Parameters","text":"<p><code>other</code> ChatCompletion</p>"},{"location":"xmldocs/llama.types.chatcompletion/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletion/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public ChatCompletion &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#returns_5","title":"Returns","text":"<p>ChatCompletion</p>"},{"location":"xmldocs/llama.types.chatcompletion/#deconstructstring-string-int32-string-chatcompletionchoice-completionusage","title":"Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, ChatCompletionChoice[]&amp;, CompletionUsage&amp;)","text":"<pre><code>public void Deconstruct(String&amp; Id, String&amp; Object, Int32&amp; Created, String&amp; Model, ChatCompletionChoice[]&amp; Choices, CompletionUsage&amp; Usage)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletion/#parameters_4","title":"Parameters","text":"<p><code>Id</code> String&amp;</p> <p><code>Object</code> String&amp;</p> <p><code>Created</code> Int32&amp;</p> <p><code>Model</code> String&amp;</p> <p><code>Choices</code> ChatCompletionChoice[]&amp;</p> <p><code>Usage</code> CompletionUsage&amp;</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/","title":"ChatCompletionChoice","text":"<p>Namespace: LLama.Types</p> <pre><code>public class ChatCompletionChoice : System.IEquatable`1[[LLama.Types.ChatCompletionChoice, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 ChatCompletionChoice Implements IEquatable&lt;ChatCompletionChoice&gt;</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.types.chatcompletionchoice/#index","title":"Index","text":"<pre><code>public int Index { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#property-value","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#message","title":"Message","text":"<pre><code>public ChatCompletionMessage Message { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#property-value_1","title":"Property Value","text":"<p>ChatCompletionMessage</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#finishreason","title":"FinishReason","text":"<pre><code>public string FinishReason { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#property-value_2","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.types.chatcompletionchoice/#chatcompletionchoiceint32-chatcompletionmessage-string","title":"ChatCompletionChoice(Int32, ChatCompletionMessage, String)","text":"<pre><code>public ChatCompletionChoice(int Index, ChatCompletionMessage Message, string FinishReason)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#parameters","title":"Parameters","text":"<p><code>Index</code> Int32</p> <p><code>Message</code> ChatCompletionMessage</p> <p><code>FinishReason</code> String</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.types.chatcompletionchoice/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#parameters_1","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#parameters_2","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#equalschatcompletionchoice","title":"Equals(ChatCompletionChoice)","text":"<pre><code>public bool Equals(ChatCompletionChoice other)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#parameters_3","title":"Parameters","text":"<p><code>other</code> ChatCompletionChoice</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public ChatCompletionChoice &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#returns_5","title":"Returns","text":"<p>ChatCompletionChoice</p>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#deconstructint32-chatcompletionmessage-string","title":"Deconstruct(Int32&amp;, ChatCompletionMessage&amp;, String&amp;)","text":"<pre><code>public void Deconstruct(Int32&amp; Index, ChatCompletionMessage&amp; Message, String&amp; FinishReason)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchoice/#parameters_4","title":"Parameters","text":"<p><code>Index</code> Int32&amp;</p> <p><code>Message</code> ChatCompletionMessage&amp;</p> <p><code>FinishReason</code> String&amp;</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/","title":"ChatCompletionChunk","text":"<p>Namespace: LLama.Types</p> <pre><code>public class ChatCompletionChunk : System.IEquatable`1[[LLama.Types.ChatCompletionChunk, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 ChatCompletionChunk Implements IEquatable&lt;ChatCompletionChunk&gt;</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.types.chatcompletionchunk/#id","title":"Id","text":"<pre><code>public string Id { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#property-value","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#model","title":"Model","text":"<pre><code>public string Model { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#property-value_1","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#object","title":"Object","text":"<pre><code>public string Object { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#property-value_2","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#created","title":"Created","text":"<pre><code>public int Created { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#property-value_3","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#choices","title":"Choices","text":"<pre><code>public ChatCompletionChunkChoice[] Choices { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#property-value_4","title":"Property Value","text":"<p>ChatCompletionChunkChoice[]</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.types.chatcompletionchunk/#chatcompletionchunkstring-string-string-int32-chatcompletionchunkchoice","title":"ChatCompletionChunk(String, String, String, Int32, ChatCompletionChunkChoice[])","text":"<pre><code>public ChatCompletionChunk(string Id, string Model, string Object, int Created, ChatCompletionChunkChoice[] Choices)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#parameters","title":"Parameters","text":"<p><code>Id</code> String</p> <p><code>Model</code> String</p> <p><code>Object</code> String</p> <p><code>Created</code> Int32</p> <p><code>Choices</code> ChatCompletionChunkChoice[]</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.types.chatcompletionchunk/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#parameters_1","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#parameters_2","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#equalschatcompletionchunk","title":"Equals(ChatCompletionChunk)","text":"<pre><code>public bool Equals(ChatCompletionChunk other)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#parameters_3","title":"Parameters","text":"<p><code>other</code> ChatCompletionChunk</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public ChatCompletionChunk &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#returns_5","title":"Returns","text":"<p>ChatCompletionChunk</p>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#deconstructstring-string-string-int32-chatcompletionchunkchoice","title":"Deconstruct(String&amp;, String&amp;, String&amp;, Int32&amp;, ChatCompletionChunkChoice[]&amp;)","text":"<pre><code>public void Deconstruct(String&amp; Id, String&amp; Model, String&amp; Object, Int32&amp; Created, ChatCompletionChunkChoice[]&amp; Choices)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunk/#parameters_4","title":"Parameters","text":"<p><code>Id</code> String&amp;</p> <p><code>Model</code> String&amp;</p> <p><code>Object</code> String&amp;</p> <p><code>Created</code> Int32&amp;</p> <p><code>Choices</code> ChatCompletionChunkChoice[]&amp;</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/","title":"ChatCompletionChunkChoice","text":"<p>Namespace: LLama.Types</p> <pre><code>public class ChatCompletionChunkChoice : System.IEquatable`1[[LLama.Types.ChatCompletionChunkChoice, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 ChatCompletionChunkChoice Implements IEquatable&lt;ChatCompletionChunkChoice&gt;</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#index","title":"Index","text":"<pre><code>public int Index { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#property-value","title":"Property Value","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#delta","title":"Delta","text":"<pre><code>public ChatCompletionChunkDelta Delta { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#property-value_1","title":"Property Value","text":"<p>ChatCompletionChunkDelta</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#finishreason","title":"FinishReason","text":"<pre><code>public string FinishReason { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#property-value_2","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#chatcompletionchunkchoiceint32-chatcompletionchunkdelta-string","title":"ChatCompletionChunkChoice(Int32, ChatCompletionChunkDelta, String)","text":"<pre><code>public ChatCompletionChunkChoice(int Index, ChatCompletionChunkDelta Delta, string FinishReason)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#parameters","title":"Parameters","text":"<p><code>Index</code> Int32</p> <p><code>Delta</code> ChatCompletionChunkDelta</p> <p><code>FinishReason</code> String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#parameters_1","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#parameters_2","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#equalschatcompletionchunkchoice","title":"Equals(ChatCompletionChunkChoice)","text":"<pre><code>public bool Equals(ChatCompletionChunkChoice other)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#parameters_3","title":"Parameters","text":"<p><code>other</code> ChatCompletionChunkChoice</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public ChatCompletionChunkChoice &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#returns_5","title":"Returns","text":"<p>ChatCompletionChunkChoice</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#deconstructint32-chatcompletionchunkdelta-string","title":"Deconstruct(Int32&amp;, ChatCompletionChunkDelta&amp;, String&amp;)","text":"<pre><code>public void Deconstruct(Int32&amp; Index, ChatCompletionChunkDelta&amp; Delta, String&amp; FinishReason)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkchoice/#parameters_4","title":"Parameters","text":"<p><code>Index</code> Int32&amp;</p> <p><code>Delta</code> ChatCompletionChunkDelta&amp;</p> <p><code>FinishReason</code> String&amp;</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/","title":"ChatCompletionChunkDelta","text":"<p>Namespace: LLama.Types</p> <pre><code>public class ChatCompletionChunkDelta : System.IEquatable`1[[LLama.Types.ChatCompletionChunkDelta, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 ChatCompletionChunkDelta Implements IEquatable&lt;ChatCompletionChunkDelta&gt;</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#role","title":"Role","text":"<pre><code>public string Role { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#property-value","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#content","title":"Content","text":"<pre><code>public string Content { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#property-value_1","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#chatcompletionchunkdeltastring-string","title":"ChatCompletionChunkDelta(String, String)","text":"<pre><code>public ChatCompletionChunkDelta(string Role, string Content)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#parameters","title":"Parameters","text":"<p><code>Role</code> String</p> <p><code>Content</code> String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#parameters_1","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#parameters_2","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#equalschatcompletionchunkdelta","title":"Equals(ChatCompletionChunkDelta)","text":"<pre><code>public bool Equals(ChatCompletionChunkDelta other)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#parameters_3","title":"Parameters","text":"<p><code>other</code> ChatCompletionChunkDelta</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public ChatCompletionChunkDelta &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#returns_5","title":"Returns","text":"<p>ChatCompletionChunkDelta</p>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#deconstructstring-string","title":"Deconstruct(String&amp;, String&amp;)","text":"<pre><code>public void Deconstruct(String&amp; Role, String&amp; Content)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionchunkdelta/#parameters_4","title":"Parameters","text":"<p><code>Role</code> String&amp;</p> <p><code>Content</code> String&amp;</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/","title":"ChatCompletionMessage","text":"<p>Namespace: LLama.Types</p> <pre><code>public class ChatCompletionMessage : System.IEquatable`1[[LLama.Types.ChatCompletionMessage, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 ChatCompletionMessage Implements IEquatable&lt;ChatCompletionMessage&gt;</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.types.chatcompletionmessage/#role","title":"Role","text":"<pre><code>public ChatRole Role { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#property-value","title":"Property Value","text":"<p>ChatRole</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#content","title":"Content","text":"<pre><code>public string Content { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#property-value_1","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#name","title":"Name","text":"<pre><code>public string Name { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#property-value_2","title":"Property Value","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#constructors","title":"Constructors","text":""},{"location":"xmldocs/llama.types.chatcompletionmessage/#chatcompletionmessagechatrole-string-string","title":"ChatCompletionMessage(ChatRole, String, String)","text":"<pre><code>public ChatCompletionMessage(ChatRole Role, string Content, string Name)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#parameters","title":"Parameters","text":"<p><code>Role</code> ChatRole</p> <p><code>Content</code> String</p> <p><code>Name</code> String</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#methods","title":"Methods","text":""},{"location":"xmldocs/llama.types.chatcompletionmessage/#tostring","title":"ToString()","text":"<pre><code>public string ToString()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#returns","title":"Returns","text":"<p>String</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#printmembersstringbuilder","title":"PrintMembers(StringBuilder)","text":"<pre><code>protected bool PrintMembers(StringBuilder builder)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#parameters_1","title":"Parameters","text":"<p><code>builder</code> StringBuilder</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#returns_1","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#gethashcode","title":"GetHashCode()","text":"<pre><code>public int GetHashCode()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#returns_2","title":"Returns","text":"<p>Int32</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#equalsobject","title":"Equals(Object)","text":"<pre><code>public bool Equals(object obj)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#parameters_2","title":"Parameters","text":"<p><code>obj</code> Object</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#returns_3","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#equalschatcompletionmessage","title":"Equals(ChatCompletionMessage)","text":"<pre><code>public bool Equals(ChatCompletionMessage other)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#parameters_3","title":"Parameters","text":"<p><code>other</code> ChatCompletionMessage</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#returns_4","title":"Returns","text":"<p>Boolean</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#clone","title":"&lt;Clone&gt;$()","text":"<pre><code>public ChatCompletionMessage &lt;Clone&gt;$()\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#returns_5","title":"Returns","text":"<p>ChatCompletionMessage</p>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#deconstructchatrole-string-string","title":"Deconstruct(ChatRole&amp;, String&amp;, String&amp;)","text":"<pre><code>public void Deconstruct(ChatRole&amp; Role, String&amp; Content, String&amp; Name)\n</code></pre>"},{"location":"xmldocs/llama.types.chatcompletionmessage/#parameters_4","title":"Parameters","text":"<p><code>Role</code> ChatRole&amp;</p> <p><code>Content</code> String&amp;</p> <p><code>Name</code> String&amp;</p>"},{"location":"xmldocs/llama.types.chatmessagerecord/","title":"ChatMessageRecord","text":"<p>Namespace: LLama.Types</p> <pre><code>public class ChatMessageRecord : System.IEquatable`1[[LLama.Types.ChatMessageRecord, LLamaSharp, Version=0.2.0.0, Culture=neutral, PublicKeyToken=null]]\n</code></pre> <p>Inheritance Object \u2192 ChatMessageRecord Implements IEquatable&lt;ChatMessageRecord&gt;</p>"},{"location":"xmldocs/llama.types.chatmessagerecord/#properties","title":"Properties","text":""},{"location":"xmldocs/llama.types.chatmessagerecord/#message","title":"Message","text":"<pre><code>public ChatCompletionMessage Message { get; set; }\n</code></pre>"},{"location":"xmldocs/llama.types.chatmessagerecord/#property-value","title":"Property Value","text":"<p>ChatCompletionMessage</p>"},{"location":"xmldocs/llama.types.chatmessagerecord/#time","title":"Time","text":"<pre><code>public DateTime Time { get; 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+            
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+      </label>
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+        Quick Start
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+        Architecture
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+        FAQ
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+          
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+    <li class="md-nav__item">
+      <a href="../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
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+    <li class="md-nav__item">
+      <a href="../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
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+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
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+            
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+          Integrations
+        </label>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
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+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
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+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
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+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+    
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+    <li class="md-nav__item md-nav__item--active">
+      
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+          index
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+        </label>
+      
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+        index
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+      
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+
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+  
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+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#llama" class="md-nav__link">
+    LLama
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamaabstractions" class="md-nav__link">
+    LLama.Abstractions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamabatched" class="md-nav__link">
+    LLama.Batched
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamacommon" class="md-nav__link">
+    LLama.Common
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamaexceptions" class="md-nav__link">
+    LLama.Exceptions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamaextensions" class="md-nav__link">
+    LLama.Extensions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamagrammars" class="md-nav__link">
+    LLama.Grammars
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamanative" class="md-nav__link">
+    LLama.Native
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamasampling" class="md-nav__link">
+    LLama.Sampling
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#llama" class="md-nav__link">
+    LLama
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamaabstractions" class="md-nav__link">
+    LLama.Abstractions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamabatched" class="md-nav__link">
+    LLama.Batched
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamacommon" class="md-nav__link">
+    LLama.Common
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamaexceptions" class="md-nav__link">
+    LLama.Exceptions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamaextensions" class="md-nav__link">
+    LLama.Extensions
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamagrammars" class="md-nav__link">
+    LLama.Grammars
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamanative" class="md-nav__link">
+    LLama.Native
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#llamasampling" class="md-nav__link">
+    LLama.Sampling
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamasharp">LLamaSharp<a class="headerlink" href="#llamasharp" title="Permanent link"></a></h1>
+<h2 id="llama">LLama<a class="headerlink" href="#llama" title="Permanent link"></a></h2>
+<p><a href="llama.antipromptprocessor/">AntipromptProcessor</a></p>
+<p><a href="llama.chatsession/">ChatSession</a></p>
+<p><a href="./llama.instructexecutor.md">InstructExecutor</a></p>
+<p><a href="./llama.interactiveexecutor.md">InteractiveExecutor</a></p>
+<p><a href="./llama.llamacontext.md">LLamaContext</a></p>
+<p><a href="llama.llamaembedder/">LLamaEmbedder</a></p>
+<p><a href="llama.llamaquantizer/">LLamaQuantizer</a></p>
+<p><a href="llama.llamatransforms/">LLamaTransforms</a></p>
+<p><a href="./llama.llamaweights.md">LLamaWeights</a></p>
+<p><a href="llama.llavaweights/">LLavaWeights</a></p>
+<p><a href="llama.sessionstate/">SessionState</a></p>
+<p><a href="./llama.statefulexecutorbase.md">StatefulExecutorBase</a></p>
+<p><a href="./llama.statelessexecutor.md">StatelessExecutor</a></p>
+<p><a href="llama.streamingtokendecoder/">StreamingTokenDecoder</a></p>
+<h2 id="llamaabstractions">LLama.Abstractions<a class="headerlink" href="#llamaabstractions" title="Permanent link"></a></h2>
+<p><a href="llama.abstractions.adaptercollection/">AdapterCollection</a></p>
+<p><a href="llama.abstractions.icontextparams/">IContextParams</a></p>
+<p><a href="llama.abstractions.ihistorytransform/">IHistoryTransform</a></p>
+<p><a href="llama.abstractions.iinferenceparams/">IInferenceParams</a></p>
+<p><a href="llama.abstractions.illamaexecutor/">ILLamaExecutor</a></p>
+<p><a href="llama.abstractions.illamaparams/">ILLamaParams</a></p>
+<p><a href="llama.abstractions.imodelparams/">IModelParams</a></p>
+<p><a href="llama.abstractions.itextstreamtransform/">ITextStreamTransform</a></p>
+<p><a href="llama.abstractions.itexttransform/">ITextTransform</a></p>
+<p><a href="llama.abstractions.loraadapter/">LoraAdapter</a></p>
+<p><a href="llama.abstractions.metadataoverride/">MetadataOverride</a></p>
+<p><a href="llama.abstractions.metadataoverrideconverter/">MetadataOverrideConverter</a></p>
+<p><a href="llama.abstractions.tensorsplitscollection/">TensorSplitsCollection</a></p>
+<p><a href="llama.abstractions.tensorsplitscollectionconverter/">TensorSplitsCollectionConverter</a></p>
+<h2 id="llamabatched">LLama.Batched<a class="headerlink" href="#llamabatched" title="Permanent link"></a></h2>
+<p><a href="llama.batched.alreadypromptedconversationexception/">AlreadyPromptedConversationException</a></p>
+<p><a href="llama.batched.batchedexecutor/">BatchedExecutor</a></p>
+<p><a href="llama.batched.cannotforkwhilerequiresinferenceexception/">CannotForkWhileRequiresInferenceException</a></p>
+<p><a href="llama.batched.cannotmodifywhilerequiresinferenceexception/">CannotModifyWhileRequiresInferenceException</a></p>
+<p><a href="llama.batched.cannotsamplerequiresinferenceexception/">CannotSampleRequiresInferenceException</a></p>
+<p><a href="llama.batched.cannotsamplerequirespromptexception/">CannotSampleRequiresPromptException</a></p>
+<p><a href="llama.batched.conversation/">Conversation</a></p>
+<p><a href="llama.batched.conversationextensions/">ConversationExtensions</a></p>
+<p><a href="llama.batched.experimentalbatchedexecutorexception/">ExperimentalBatchedExecutorException</a></p>
+<h2 id="llamacommon">LLama.Common<a class="headerlink" href="#llamacommon" title="Permanent link"></a></h2>
+<p><a href="llama.common.authorrole/">AuthorRole</a></p>
+<p><a href="llama.common.chathistory/">ChatHistory</a></p>
+<p><a href="llama.common.fixedsizequeue-1/">FixedSizeQueue&lt;T&gt;</a></p>
+<p><a href="llama.common.inferenceparams/">InferenceParams</a></p>
+<p><a href="llama.common.mirostattype/">MirostatType</a></p>
+<p><a href="llama.common.modelparams/">ModelParams</a></p>
+<h2 id="llamaexceptions">LLama.Exceptions<a class="headerlink" href="#llamaexceptions" title="Permanent link"></a></h2>
+<p><a href="llama.exceptions.grammarexpectedname/">GrammarExpectedName</a></p>
+<p><a href="llama.exceptions.grammarexpectednext/">GrammarExpectedNext</a></p>
+<p><a href="llama.exceptions.grammarexpectedprevious/">GrammarExpectedPrevious</a></p>
+<p><a href="llama.exceptions.grammarformatexception/">GrammarFormatException</a></p>
+<p><a href="llama.exceptions.grammarunexpectedcharaltelement/">GrammarUnexpectedCharAltElement</a></p>
+<p><a href="llama.exceptions.grammarunexpectedcharrngelement/">GrammarUnexpectedCharRngElement</a></p>
+<p><a href="llama.exceptions.grammarunexpectedendelement/">GrammarUnexpectedEndElement</a></p>
+<p><a href="llama.exceptions.grammarunexpectedendofinput/">GrammarUnexpectedEndOfInput</a></p>
+<p><a href="llama.exceptions.grammarunexpectedhexcharscount/">GrammarUnexpectedHexCharsCount</a></p>
+<p><a href="llama.exceptions.grammarunknownescapecharacter/">GrammarUnknownEscapeCharacter</a></p>
+<p><a href="llama.exceptions.llamadecodeerror/">LLamaDecodeError</a></p>
+<p><a href="llama.exceptions.loadweightsfailedexception/">LoadWeightsFailedException</a></p>
+<p><a href="llama.exceptions.runtimeerror/">RuntimeError</a></p>
+<h2 id="llamaextensions">LLama.Extensions<a class="headerlink" href="#llamaextensions" title="Permanent link"></a></h2>
+<p><a href="llama.extensions.icontextparamsextensions/">IContextParamsExtensions</a></p>
+<p><a href="llama.extensions.imodelparamsextensions/">IModelParamsExtensions</a></p>
+<h2 id="llamagrammars">LLama.Grammars<a class="headerlink" href="#llamagrammars" title="Permanent link"></a></h2>
+<p><a href="llama.grammars.grammar/">Grammar</a></p>
+<p><a href="llama.grammars.grammarrule/">GrammarRule</a></p>
+<h2 id="llamanative">LLama.Native<a class="headerlink" href="#llamanative" title="Permanent link"></a></h2>
+<p><a href="llama.native.decoderesult/">DecodeResult</a></p>
+<p><a href="llama.native.ggmltype/">GGMLType</a></p>
+<p><a href="llama.native.gpusplitmode/">GPUSplitMode</a></p>
+<p><a href="llama.native.llamabatch/">LLamaBatch</a></p>
+<p><a href="llama.native.llamabeamsstate/">LLamaBeamsState</a></p>
+<p><a href="llama.native.llamabeamview/">LLamaBeamView</a></p>
+<p><a href="llama.native.llamachatmessage/">LLamaChatMessage</a></p>
+<p><a href="llama.native.llamacontextparams/">LLamaContextParams</a></p>
+<p><a href="llama.native.llamaftype/">LLamaFtype</a></p>
+<p><a href="llama.native.llamagrammarelement/">LLamaGrammarElement</a></p>
+<p><a href="llama.native.llamagrammarelementtype/">LLamaGrammarElementType</a></p>
+<p><a href="llama.native.llamakvcacheview/">LLamaKvCacheView</a></p>
+<p><a href="llama.native.llamakvcacheviewcell/">LLamaKvCacheViewCell</a></p>
+<p><a href="llama.native.llamakvcacheviewsafehandle/">LLamaKvCacheViewSafeHandle</a></p>
+<p><a href="llama.native.llamaloglevel/">LLamaLogLevel</a></p>
+<p><a href="llama.native.llamamodelkvoverridetype/">LLamaModelKvOverrideType</a></p>
+<p><a href="llama.native.llamamodelmetadataoverride/">LLamaModelMetadataOverride</a></p>
+<p><a href="llama.native.llamamodelparams/">LLamaModelParams</a></p>
+<p><a href="llama.native.llamamodelquantizeparams/">LLamaModelQuantizeParams</a></p>
+<p><a href="llama.native.llamanativebatch/">LLamaNativeBatch</a></p>
+<p><a href="llama.native.llamapoolingtype/">LLamaPoolingType</a></p>
+<p><a href="llama.native.llamapos/">LLamaPos</a></p>
+<p><a href="llama.native.llamaropetype/">LLamaRopeType</a></p>
+<p><a href="llama.native.llamaseqid/">LLamaSeqId</a></p>
+<p><a href="llama.native.llamatoken/">LLamaToken</a></p>
+<p><a href="llama.native.llamatokendata/">LLamaTokenData</a></p>
+<p><a href="llama.native.llamatokendataarray/">LLamaTokenDataArray</a></p>
+<p><a href="llama.native.llamatokendataarraynative/">LLamaTokenDataArrayNative</a></p>
+<p><a href="llama.native.llamatokentype/">LLamaTokenType</a></p>
+<p><a href="llama.native.llamavocabtype/">LLamaVocabType</a></p>
+<p><a href="llama.native.llavaimageembed/">LLavaImageEmbed</a></p>
+<p><a href="llama.native.nativeapi/">NativeApi</a></p>
+<p><a href="llama.native.nativelibraryconfig/">NativeLibraryConfig</a></p>
+<p><a href="llama.native.ropescalingtype/">RopeScalingType</a></p>
+<p><a href="llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a></p>
+<p><a href="llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a></p>
+<p><a href="llama.native.safellamahandlebase/">SafeLLamaHandleBase</a></p>
+<p><a href="llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a></p>
+<p><a href="llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a></p>
+<p><a href="llama.native.safellavamodelhandle/">SafeLlavaModelHandle</a></p>
+<h2 id="llamasampling">LLama.Sampling<a class="headerlink" href="#llamasampling" title="Permanent link"></a></h2>
+<p><a href="llama.sampling.basesamplingpipeline/">BaseSamplingPipeline</a></p>
+<p><a href="llama.sampling.defaultsamplingpipeline/">DefaultSamplingPipeline</a></p>
+<p><a href="llama.sampling.greedysamplingpipeline/">GreedySamplingPipeline</a></p>
+<p><a href="llama.sampling.isamplingpipeline/">ISamplingPipeline</a></p>
+<p><a href="llama.sampling.isamplingpipelineextensions/">ISamplingPipelineExtensions</a></p>
+<p><a href="llama.sampling.mirostate2samplingpipeline/">Mirostate2SamplingPipeline</a></p>
+<p><a href="llama.sampling.mirostatesamplingpipeline/">MirostateSamplingPipeline</a></p>
+
+
+
+
+
+                
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diff --git a/0.11.1/xmldocs/llama.abstractions.adaptercollection/index.html b/0.11.1/xmldocs/llama.abstractions.adaptercollection/index.html
new file mode 100644
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.adaptercollection
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.adaptercollection
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#capacity" class="md-nav__link">
+    Capacity
+  </a>
+  
+    <nav class="md-nav" aria-label="Capacity">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#count" class="md-nav__link">
+    Count
+  </a>
+  
+    <nav class="md-nav" aria-label="Count">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#item" class="md-nav__link">
+    Item
+  </a>
+  
+    <nav class="md-nav" aria-label="Item">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#adaptercollection_1" class="md-nav__link">
+    AdapterCollection()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#equalsadaptercollection" class="md-nav__link">
+    Equals(AdapterCollection)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(AdapterCollection)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#capacity" class="md-nav__link">
+    Capacity
+  </a>
+  
+    <nav class="md-nav" aria-label="Capacity">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#count" class="md-nav__link">
+    Count
+  </a>
+  
+    <nav class="md-nav" aria-label="Count">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#item" class="md-nav__link">
+    Item
+  </a>
+  
+    <nav class="md-nav" aria-label="Item">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#adaptercollection_1" class="md-nav__link">
+    AdapterCollection()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#equalsadaptercollection" class="md-nav__link">
+    Equals(AdapterCollection)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(AdapterCollection)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="adaptercollection">AdapterCollection<a class="headerlink" href="#adaptercollection" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>A list of LoraAdapter objects</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">AdapterCollection</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">Generic</span><span class="p">.</span><span class="n">List</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">LoraAdapter</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]],</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">Generic</span><span class="p">.</span><span class="n">IList</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">LoraAdapter</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]],</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">Generic</span><span class="p">.</span><span class="n">ICollection</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">LoraAdapter</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]],</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">Generic</span><span class="p">.</span><span class="n">IEnumerable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">LoraAdapter</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]],</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">IEnumerable</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">IList</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">ICollection</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">Generic</span><span class="p">.</span><span class="n">IReadOnlyList</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">LoraAdapter</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]],</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">Generic</span><span class="p">.</span><span class="n">IReadOnlyCollection</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">LoraAdapter</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]],</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">AdapterCollection</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;LoraAdapter&gt;</a> → <a href="./">AdapterCollection</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ilist-1">IList&lt;LoraAdapter&gt;</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.icollection-1">ICollection&lt;LoraAdapter&gt;</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;LoraAdapter&gt;</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.ienumerable">IEnumerable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.ilist">IList</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.icollection">ICollection</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;LoraAdapter&gt;</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlycollection-1">IReadOnlyCollection&lt;LoraAdapter&gt;</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;AdapterCollection&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="capacity"><strong>Capacity</strong><a class="headerlink" href="#capacity" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Capacity</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="count"><strong>Count</strong><a class="headerlink" href="#count" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Count</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="item"><strong>Item</strong><a class="headerlink" href="#item" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LoraAdapter</span><span class="w"> </span><span class="n">Item</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.loraadapter/">LoraAdapter</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="adaptercollection_1"><strong>AdapterCollection()</strong><a class="headerlink" href="#adaptercollection_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">AdapterCollection</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="equalsadaptercollection"><strong>Equals(AdapterCollection)</strong><a class="headerlink" href="#equalsadaptercollection" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">AdapterCollection</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">AdapterCollection</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.icontextparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.icontextparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchsize" class="md-nav__link">
+    BatchSize
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    Seed
+  </a>
+  
+    <nav class="md-nav" aria-label="Seed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingmode" class="md-nav__link">
+    EmbeddingMode
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencybase" class="md-nav__link">
+    RopeFrequencyBase
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencyscale" class="md-nav__link">
+    RopeFrequencyScale
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyScale">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#encoding" class="md-nav__link">
+    Encoding
+  </a>
+  
+    <nav class="md-nav" aria-label="Encoding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#threads" class="md-nav__link">
+    Threads
+  </a>
+  
+    <nav class="md-nav" aria-label="Threads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchthreads" class="md-nav__link">
+    BatchThreads
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchThreads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnextrapolationfactor" class="md-nav__link">
+    YarnExtrapolationFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnExtrapolationFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnattentionfactor" class="md-nav__link">
+    YarnAttentionFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnAttentionFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetafast" class="md-nav__link">
+    YarnBetaFast
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaFast">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetaslow" class="md-nav__link">
+    YarnBetaSlow
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaSlow">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnoriginalcontext" class="md-nav__link">
+    YarnOriginalContext
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnOriginalContext">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnscalingtype" class="md-nav__link">
+    YarnScalingType
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnScalingType">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typek" class="md-nav__link">
+    TypeK
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typev" class="md-nav__link">
+    TypeV
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeV">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nokqvoffload" class="md-nav__link">
+    NoKqvOffload
+  </a>
+  
+    <nav class="md-nav" aria-label="NoKqvOffload">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#defragthreshold" class="md-nav__link">
+    DefragThreshold
+  </a>
+  
+    <nav class="md-nav" aria-label="DefragThreshold">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dopooling" class="md-nav__link">
+    DoPooling
+  </a>
+  
+    <nav class="md-nav" aria-label="DoPooling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchsize" class="md-nav__link">
+    BatchSize
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    Seed
+  </a>
+  
+    <nav class="md-nav" aria-label="Seed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingmode" class="md-nav__link">
+    EmbeddingMode
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencybase" class="md-nav__link">
+    RopeFrequencyBase
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencyscale" class="md-nav__link">
+    RopeFrequencyScale
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyScale">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#encoding" class="md-nav__link">
+    Encoding
+  </a>
+  
+    <nav class="md-nav" aria-label="Encoding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#threads" class="md-nav__link">
+    Threads
+  </a>
+  
+    <nav class="md-nav" aria-label="Threads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchthreads" class="md-nav__link">
+    BatchThreads
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchThreads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnextrapolationfactor" class="md-nav__link">
+    YarnExtrapolationFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnExtrapolationFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnattentionfactor" class="md-nav__link">
+    YarnAttentionFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnAttentionFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetafast" class="md-nav__link">
+    YarnBetaFast
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaFast">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetaslow" class="md-nav__link">
+    YarnBetaSlow
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaSlow">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnoriginalcontext" class="md-nav__link">
+    YarnOriginalContext
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnOriginalContext">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnscalingtype" class="md-nav__link">
+    YarnScalingType
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnScalingType">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typek" class="md-nav__link">
+    TypeK
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typev" class="md-nav__link">
+    TypeV
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeV">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nokqvoffload" class="md-nav__link">
+    NoKqvOffload
+  </a>
+  
+    <nav class="md-nav" aria-label="NoKqvOffload">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#defragthreshold" class="md-nav__link">
+    DefragThreshold
+  </a>
+  
+    <nav class="md-nav" aria-label="DefragThreshold">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dopooling" class="md-nav__link">
+    DoPooling
+  </a>
+  
+    <nav class="md-nav" aria-label="DoPooling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="icontextparams">IContextParams<a class="headerlink" href="#icontextparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>The parameters for initializing a LLama context from a model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">IContextParams</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="contextsize"><strong>ContextSize</strong><a class="headerlink" href="#contextsize" title="Permanent link"></a></h3>
+<p>Model context size (n_ctx)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ContextSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="batchsize"><strong>BatchSize</strong><a class="headerlink" href="#batchsize" title="Permanent link"></a></h3>
+<p>batch size for prompt processing (must be &gt;=32 to use BLAS) (n_batch)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">BatchSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="seed"><strong>Seed</strong><a class="headerlink" href="#seed" title="Permanent link"></a></h3>
+<p>Seed for the random number generator (seed)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">Seed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="embeddingmode"><strong>EmbeddingMode</strong><a class="headerlink" href="#embeddingmode" title="Permanent link"></a></h3>
+<p>Whether to use embedding mode. (embedding) Note that if this is set to true, 
+ The LLamaModel won't produce text response anymore.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">EmbeddingMode</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="ropefrequencybase"><strong>RopeFrequencyBase</strong><a class="headerlink" href="#ropefrequencybase" title="Permanent link"></a></h3>
+<p>RoPE base frequency (null to fetch from the model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">RopeFrequencyBase</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="ropefrequencyscale"><strong>RopeFrequencyScale</strong><a class="headerlink" href="#ropefrequencyscale" title="Permanent link"></a></h3>
+<p>RoPE frequency scaling factor (null to fetch from the model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">RopeFrequencyScale</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="encoding"><strong>Encoding</strong><a class="headerlink" href="#encoding" title="Permanent link"></a></h3>
+<p>The encoding to use for models</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
+<h3 id="threads"><strong>Threads</strong><a class="headerlink" href="#threads" title="Permanent link"></a></h3>
+<p>Number of threads (null = autodetect) (n_threads)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Threads</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="batchthreads"><strong>BatchThreads</strong><a class="headerlink" href="#batchthreads" title="Permanent link"></a></h3>
+<p>Number of threads to use for batch processing (null = autodetect) (n_threads)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">BatchThreads</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="yarnextrapolationfactor"><strong>YarnExtrapolationFactor</strong><a class="headerlink" href="#yarnextrapolationfactor" title="Permanent link"></a></h3>
+<p>YaRN extrapolation mix factor (null = from model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnExtrapolationFactor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnattentionfactor"><strong>YarnAttentionFactor</strong><a class="headerlink" href="#yarnattentionfactor" title="Permanent link"></a></h3>
+<p>YaRN magnitude scaling factor (null = from model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnAttentionFactor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_10">Property Value<a class="headerlink" href="#property-value_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnbetafast"><strong>YarnBetaFast</strong><a class="headerlink" href="#yarnbetafast" title="Permanent link"></a></h3>
+<p>YaRN low correction dim (null = from model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnBetaFast</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_11">Property Value<a class="headerlink" href="#property-value_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnbetaslow"><strong>YarnBetaSlow</strong><a class="headerlink" href="#yarnbetaslow" title="Permanent link"></a></h3>
+<p>YaRN high correction dim (null = from model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnBetaSlow</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_12">Property Value<a class="headerlink" href="#property-value_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnoriginalcontext"><strong>YarnOriginalContext</strong><a class="headerlink" href="#yarnoriginalcontext" title="Permanent link"></a></h3>
+<p>YaRN original context length (null = from model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnOriginalContext</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_13">Property Value<a class="headerlink" href="#property-value_13" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="yarnscalingtype"><strong>YarnScalingType</strong><a class="headerlink" href="#yarnscalingtype" title="Permanent link"></a></h3>
+<p>YaRN scaling method to use.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">RopeScalingType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnScalingType</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_14">Property Value<a class="headerlink" href="#property-value_14" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;RopeScalingType&gt;</a><br></p>
+<h3 id="typek"><strong>TypeK</strong><a class="headerlink" href="#typek" title="Permanent link"></a></h3>
+<p>Override the type of the K cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">GGMLType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TypeK</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_15">Property Value<a class="headerlink" href="#property-value_15" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;GGMLType&gt;</a><br></p>
+<h3 id="typev"><strong>TypeV</strong><a class="headerlink" href="#typev" title="Permanent link"></a></h3>
+<p>Override the type of the V cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">GGMLType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TypeV</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_16">Property Value<a class="headerlink" href="#property-value_16" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;GGMLType&gt;</a><br></p>
+<h3 id="nokqvoffload"><strong>NoKqvOffload</strong><a class="headerlink" href="#nokqvoffload" title="Permanent link"></a></h3>
+<p>Whether to disable offloading the KQV cache to the GPU</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">NoKqvOffload</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_17">Property Value<a class="headerlink" href="#property-value_17" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="defragthreshold"><strong>DefragThreshold</strong><a class="headerlink" href="#defragthreshold" title="Permanent link"></a></h3>
+<p>defragment the KV cache if holes/size &gt; defrag_threshold, Set to &lt; 0 to disable (default)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">DefragThreshold</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_18">Property Value<a class="headerlink" href="#property-value_18" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="dopooling"><strong>DoPooling</strong><a class="headerlink" href="#dopooling" title="Permanent link"></a></h3>
+<p>Whether to pool (sum) embedding results by sequence id (ignored if no pooling layer)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">DoPooling</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_19">Property Value<a class="headerlink" href="#property-value_19" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.ihistorytransform
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.ihistorytransform
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#historytotextchathistory" class="md-nav__link">
+    HistoryToText(ChatHistory)
+  </a>
+  
+    <nav class="md-nav" aria-label="HistoryToText(ChatHistory)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#texttohistoryauthorrole-string" class="md-nav__link">
+    TextToHistory(AuthorRole, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="TextToHistory(AuthorRole, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#historytotextchathistory" class="md-nav__link">
+    HistoryToText(ChatHistory)
+  </a>
+  
+    <nav class="md-nav" aria-label="HistoryToText(ChatHistory)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#texttohistoryauthorrole-string" class="md-nav__link">
+    TextToHistory(AuthorRole, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="TextToHistory(AuthorRole, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
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+  
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+      </ul>
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
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+    <nav class="md-nav" aria-label="Clone()">
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+        
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+  
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+        
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+  
+</li>
+      
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+  
+</nav>
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+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="ihistorytransform">IHistoryTransform<a class="headerlink" href="#ihistorytransform" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>Transform history to plain text and vice versa.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">IHistoryTransform</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="historytotextchathistory"><strong>HistoryToText(ChatHistory)</strong><a class="headerlink" href="#historytotextchathistory" title="Permanent link"></a></h3>
+<p>Convert a ChatHistory instance to plain text.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="nf">HistoryToText</span><span class="p">(</span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>history</code> <a href="../llama.common.chathistory/">ChatHistory</a><br>
+The ChatHistory instance</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="texttohistoryauthorrole-string"><strong>TextToHistory(AuthorRole, String)</strong><a class="headerlink" href="#texttohistoryauthorrole-string" title="Permanent link"></a></h3>
+<p>Converts plain text to a ChatHistory instance.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">ChatHistory</span><span class="w"> </span><span class="nf">TextToHistory</span><span class="p">(</span><span class="n">AuthorRole</span><span class="w"> </span><span class="n">role</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>role</code> <a href="../llama.common.authorrole/">AuthorRole</a><br>
+The role for the author.</p>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The chat history as plain text.</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.common.chathistory/">ChatHistory</a><br>
+The updated history.</p>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<p>Copy the transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">IHistoryTransform</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="./">IHistoryTransform</a><br></p>
+
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+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.iinferenceparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.iinferenceparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokenskeep" class="md-nav__link">
+    TokensKeep
+  </a>
+  
+    <nav class="md-nav" aria-label="TokensKeep">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#maxtokens" class="md-nav__link">
+    MaxTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="MaxTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logitbias" class="md-nav__link">
+    LogitBias
+  </a>
+  
+    <nav class="md-nav" aria-label="LogitBias">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#antiprompts" class="md-nav__link">
+    AntiPrompts
+  </a>
+  
+    <nav class="md-nav" aria-label="AntiPrompts">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topk" class="md-nav__link">
+    TopK
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topp" class="md-nav__link">
+    TopP
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minp" class="md-nav__link">
+    MinP
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tfsz" class="md-nav__link">
+    TfsZ
+  </a>
+  
+    <nav class="md-nav" aria-label="TfsZ">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typicalp" class="md-nav__link">
+    TypicalP
+  </a>
+  
+    <nav class="md-nav" aria-label="TypicalP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperature" class="md-nav__link">
+    Temperature
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatpenalty" class="md-nav__link">
+    RepeatPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatlasttokenscount" class="md-nav__link">
+    RepeatLastTokensCount
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatLastTokensCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#frequencypenalty" class="md-nav__link">
+    FrequencyPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="FrequencyPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#presencepenalty" class="md-nav__link">
+    PresencePenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="PresencePenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat" class="md-nav__link">
+    Mirostat
+  </a>
+  
+    <nav class="md-nav" aria-label="Mirostat">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostattau" class="md-nav__link">
+    MirostatTau
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatTau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostateta" class="md-nav__link">
+    MirostatEta
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatEta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalizenl" class="md-nav__link">
+    PenalizeNL
+  </a>
+  
+    <nav class="md-nav" aria-label="PenalizeNL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#samplingpipeline" class="md-nav__link">
+    SamplingPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="SamplingPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokenskeep" class="md-nav__link">
+    TokensKeep
+  </a>
+  
+    <nav class="md-nav" aria-label="TokensKeep">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#maxtokens" class="md-nav__link">
+    MaxTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="MaxTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logitbias" class="md-nav__link">
+    LogitBias
+  </a>
+  
+    <nav class="md-nav" aria-label="LogitBias">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#antiprompts" class="md-nav__link">
+    AntiPrompts
+  </a>
+  
+    <nav class="md-nav" aria-label="AntiPrompts">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topk" class="md-nav__link">
+    TopK
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topp" class="md-nav__link">
+    TopP
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minp" class="md-nav__link">
+    MinP
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tfsz" class="md-nav__link">
+    TfsZ
+  </a>
+  
+    <nav class="md-nav" aria-label="TfsZ">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typicalp" class="md-nav__link">
+    TypicalP
+  </a>
+  
+    <nav class="md-nav" aria-label="TypicalP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperature" class="md-nav__link">
+    Temperature
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatpenalty" class="md-nav__link">
+    RepeatPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatlasttokenscount" class="md-nav__link">
+    RepeatLastTokensCount
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatLastTokensCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#frequencypenalty" class="md-nav__link">
+    FrequencyPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="FrequencyPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#presencepenalty" class="md-nav__link">
+    PresencePenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="PresencePenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat" class="md-nav__link">
+    Mirostat
+  </a>
+  
+    <nav class="md-nav" aria-label="Mirostat">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostattau" class="md-nav__link">
+    MirostatTau
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatTau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostateta" class="md-nav__link">
+    MirostatEta
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatEta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalizenl" class="md-nav__link">
+    PenalizeNL
+  </a>
+  
+    <nav class="md-nav" aria-label="PenalizeNL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#samplingpipeline" class="md-nav__link">
+    SamplingPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="SamplingPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="iinferenceparams">IInferenceParams<a class="headerlink" href="#iinferenceparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>The paramters used for inference.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">IInferenceParams</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="tokenskeep"><strong>TokensKeep</strong><a class="headerlink" href="#tokenskeep" title="Permanent link"></a></h3>
+<p>number of tokens to keep from initial prompt</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TokensKeep</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="maxtokens"><strong>MaxTokens</strong><a class="headerlink" href="#maxtokens" title="Permanent link"></a></h3>
+<p>how many new tokens to predict (n_predict), set to -1 to inifinitely generate response
+ until it complete.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="logitbias"><strong>LogitBias</strong><a class="headerlink" href="#logitbias" title="Permanent link"></a></h3>
+<p>logit bias for specific tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">LogitBias</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary&lt;LLamaToken, Single&gt;</a><br></p>
+<h3 id="antiprompts"><strong>AntiPrompts</strong><a class="headerlink" href="#antiprompts" title="Permanent link"></a></h3>
+<p>Sequences where the model will stop generating further tokens.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;String&gt;</a><br></p>
+<h3 id="topk"><strong>TopK</strong><a class="headerlink" href="#topk" title="Permanent link"></a></h3>
+<p>0 or lower to use vocab size</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TopK</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="topp"><strong>TopP</strong><a class="headerlink" href="#topp" title="Permanent link"></a></h3>
+<p>1.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TopP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="minp"><strong>MinP</strong><a class="headerlink" href="#minp" title="Permanent link"></a></h3>
+<p>0.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MinP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="tfsz"><strong>TfsZ</strong><a class="headerlink" href="#tfsz" title="Permanent link"></a></h3>
+<p>1.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TfsZ</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="typicalp"><strong>TypicalP</strong><a class="headerlink" href="#typicalp" title="Permanent link"></a></h3>
+<p>1.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TypicalP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="temperature"><strong>Temperature</strong><a class="headerlink" href="#temperature" title="Permanent link"></a></h3>
+<p>1.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="repeatpenalty"><strong>RepeatPenalty</strong><a class="headerlink" href="#repeatpenalty" title="Permanent link"></a></h3>
+<p>1.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">RepeatPenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_10">Property Value<a class="headerlink" href="#property-value_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="repeatlasttokenscount"><strong>RepeatLastTokensCount</strong><a class="headerlink" href="#repeatlasttokenscount" title="Permanent link"></a></h3>
+<p>last n tokens to penalize (0 = disable penalty, -1 = context size) (repeat_last_n)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">RepeatLastTokensCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_11">Property Value<a class="headerlink" href="#property-value_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="frequencypenalty"><strong>FrequencyPenalty</strong><a class="headerlink" href="#frequencypenalty" title="Permanent link"></a></h3>
+<p>frequency penalty coefficient
+ 0.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">FrequencyPenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_12">Property Value<a class="headerlink" href="#property-value_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="presencepenalty"><strong>PresencePenalty</strong><a class="headerlink" href="#presencepenalty" title="Permanent link"></a></h3>
+<p>presence penalty coefficient
+ 0.0 = disabled</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">PresencePenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_13">Property Value<a class="headerlink" href="#property-value_13" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="mirostat"><strong>Mirostat</strong><a class="headerlink" href="#mirostat" title="Permanent link"></a></h3>
+<p>Mirostat uses tokens instead of words.
+ algorithm described in the paper <a href="https://arxiv.org/abs/2007.14966">https://arxiv.org/abs/2007.14966</a>.
+ 0 = disabled, 1 = mirostat, 2 = mirostat 2.0</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">MirostatType</span><span class="w"> </span><span class="n">Mirostat</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_14">Property Value<a class="headerlink" href="#property-value_14" title="Permanent link"></a></h4>
+<p><a href="../llama.common.mirostattype/">MirostatType</a><br></p>
+<h3 id="mirostattau"><strong>MirostatTau</strong><a class="headerlink" href="#mirostattau" title="Permanent link"></a></h3>
+<p>target entropy</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MirostatTau</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_15">Property Value<a class="headerlink" href="#property-value_15" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="mirostateta"><strong>MirostatEta</strong><a class="headerlink" href="#mirostateta" title="Permanent link"></a></h3>
+<p>learning rate</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MirostatEta</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_16">Property Value<a class="headerlink" href="#property-value_16" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="penalizenl"><strong>PenalizeNL</strong><a class="headerlink" href="#penalizenl" title="Permanent link"></a></h3>
+<p>consider newlines as a repeatable token (penalize_nl)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">PenalizeNL</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_17">Property Value<a class="headerlink" href="#property-value_17" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
+<p>Grammar to constrain possible tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_18">Property Value<a class="headerlink" href="#property-value_18" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h3 id="samplingpipeline"><strong>SamplingPipeline</strong><a class="headerlink" href="#samplingpipeline" title="Permanent link"></a></h3>
+<p>Set a custom sampling pipeline to use. If this is set All other sampling parameters are ignored!</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="n">SamplingPipeline</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_19">Property Value<a class="headerlink" href="#property-value_19" title="Permanent link"></a></h4>
+<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.illamaexecutor
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.illamaexecutor
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#context" class="md-nav__link">
+    Context
+  </a>
+  
+    <nav class="md-nav" aria-label="Context">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ismultimodal" class="md-nav__link">
+    IsMultiModal
+  </a>
+  
+    <nav class="md-nav" aria-label="IsMultiModal">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clipmodel" class="md-nav__link">
+    ClipModel
+  </a>
+  
+    <nav class="md-nav" aria-label="ClipModel">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#imagepaths" class="md-nav__link">
+    ImagePaths
+  </a>
+  
+    <nav class="md-nav" aria-label="ImagePaths">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#inferasyncstring-iinferenceparams-cancellationtoken" class="md-nav__link">
+    InferAsync(String, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="InferAsync(String, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
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+        llama.types.embedding
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+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
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+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
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+        logger
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#context" class="md-nav__link">
+    Context
+  </a>
+  
+    <nav class="md-nav" aria-label="Context">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ismultimodal" class="md-nav__link">
+    IsMultiModal
+  </a>
+  
+    <nav class="md-nav" aria-label="IsMultiModal">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clipmodel" class="md-nav__link">
+    ClipModel
+  </a>
+  
+    <nav class="md-nav" aria-label="ClipModel">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#imagepaths" class="md-nav__link">
+    ImagePaths
+  </a>
+  
+    <nav class="md-nav" aria-label="ImagePaths">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#inferasyncstring-iinferenceparams-cancellationtoken" class="md-nav__link">
+    InferAsync(String, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="InferAsync(String, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+      
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+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="illamaexecutor">ILLamaExecutor<a class="headerlink" href="#illamaexecutor" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>A high level interface for LLama models.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ILLamaExecutor</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="context"><strong>Context</strong><a class="headerlink" href="#context" title="Permanent link"></a></h3>
+<p>The loaded context for this executor.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">Context</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="./llama.llamacontext.md">LLamaContext</a><br></p>
+<h3 id="ismultimodal"><strong>IsMultiModal</strong><a class="headerlink" href="#ismultimodal" title="Permanent link"></a></h3>
+<p>Identify if it's a multi-modal model and there is a image to process.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsMultiModal</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clipmodel"><strong>ClipModel</strong><a class="headerlink" href="#clipmodel" title="Permanent link"></a></h3>
+<p>Muti-Modal Projections / Clip Model weights</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">LLavaWeights</span><span class="w"> </span><span class="n">ClipModel</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="../llama.llavaweights/">LLavaWeights</a><br></p>
+<h3 id="imagepaths"><strong>ImagePaths</strong><a class="headerlink" href="#imagepaths" title="Permanent link"></a></h3>
+<p>List of images: Image filename and path (jpeg images).</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ImagePaths</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;String&gt;</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="inferasyncstring-iinferenceparams-cancellationtoken"><strong>InferAsync(String, IInferenceParams, CancellationToken)</strong><a class="headerlink" href="#inferasyncstring-iinferenceparams-cancellationtoken" title="Permanent link"></a></h3>
+<p>Asynchronously infers a response from the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">InferAsync</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="n">IInferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Your prompt</p>
+<p><code>inferenceParams</code> <a href="../llama.abstractions.iinferenceparams/">IInferenceParams</a><br>
+Any additional parameters</p>
+<p><code>token</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.cancellationtoken">CancellationToken</a><br>
+A cancellation token.</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+
+
+
+
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diff --git a/0.11.1/xmldocs/llama.abstractions.illamaparams/index.html b/0.11.1/xmldocs/llama.abstractions.illamaparams/index.html
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
+    </li>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+  
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+        llama.abstractions.illamaparams
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+<h1 id="illamaparams">ILLamaParams<a class="headerlink" href="#illamaparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>Convenience interface for implementing both type of parameters.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ILLamaParams</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">IModelParams</span><span class="p">,</span><span class="w"> </span><span class="n">IContextParams</span>
+</code></pre></div></td></tr></table></div>
+<p>Implements <a href="../llama.abstractions.imodelparams/">IModelParams</a>, <a href="../llama.abstractions.icontextparams/">IContextParams</a></p>
+<p><strong>Remarks:</strong></p>
+<p>Mostly exists for backwards compatibility reasons, when these two were not split.</p>
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+        Quick Start
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+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
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+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
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+      
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+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
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+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
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+          Tutorials
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+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.imodelparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.imodelparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#maingpu" class="md-nav__link">
+    MainGpu
+  </a>
+  
+    <nav class="md-nav" aria-label="MainGpu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#splitmode" class="md-nav__link">
+    SplitMode
+  </a>
+  
+    <nav class="md-nav" aria-label="SplitMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gpulayercount" class="md-nav__link">
+    GpuLayerCount
+  </a>
+  
+    <nav class="md-nav" aria-label="GpuLayerCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorymap" class="md-nav__link">
+    UseMemorymap
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemorymap">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorylock" class="md-nav__link">
+    UseMemoryLock
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemoryLock">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modelpath" class="md-nav__link">
+    ModelPath
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelPath">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplits" class="md-nav__link">
+    TensorSplits
+  </a>
+  
+    <nav class="md-nav" aria-label="TensorSplits">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#vocabonly" class="md-nav__link">
+    VocabOnly
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabOnly">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loraadapters" class="md-nav__link">
+    LoraAdapters
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraAdapters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lorabase" class="md-nav__link">
+    LoraBase
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverrides" class="md-nav__link">
+    MetadataOverrides
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverrides">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#maingpu" class="md-nav__link">
+    MainGpu
+  </a>
+  
+    <nav class="md-nav" aria-label="MainGpu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#splitmode" class="md-nav__link">
+    SplitMode
+  </a>
+  
+    <nav class="md-nav" aria-label="SplitMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gpulayercount" class="md-nav__link">
+    GpuLayerCount
+  </a>
+  
+    <nav class="md-nav" aria-label="GpuLayerCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorymap" class="md-nav__link">
+    UseMemorymap
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemorymap">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorylock" class="md-nav__link">
+    UseMemoryLock
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemoryLock">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modelpath" class="md-nav__link">
+    ModelPath
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelPath">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplits" class="md-nav__link">
+    TensorSplits
+  </a>
+  
+    <nav class="md-nav" aria-label="TensorSplits">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#vocabonly" class="md-nav__link">
+    VocabOnly
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabOnly">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loraadapters" class="md-nav__link">
+    LoraAdapters
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraAdapters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lorabase" class="md-nav__link">
+    LoraBase
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverrides" class="md-nav__link">
+    MetadataOverrides
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverrides">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="imodelparams">IModelParams<a class="headerlink" href="#imodelparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>The parameters for initializing a LLama model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">IModelParams</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="maingpu"><strong>MainGpu</strong><a class="headerlink" href="#maingpu" title="Permanent link"></a></h3>
+<p>main_gpu interpretation depends on split_mode:
+ NoneThe GPU that is used for the entire mode.RowThe GPU that is used for small tensors and intermediate results.LayerIgnored.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">MainGpu</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="splitmode"><strong>SplitMode</strong><a class="headerlink" href="#splitmode" title="Permanent link"></a></h3>
+<p>How to split the model across multiple GPUs</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">GPUSplitMode</span><span class="w"> </span><span class="n">SplitMode</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="../llama.native.gpusplitmode/">GPUSplitMode</a><br></p>
+<h3 id="gpulayercount"><strong>GpuLayerCount</strong><a class="headerlink" href="#gpulayercount" title="Permanent link"></a></h3>
+<p>Number of layers to run in VRAM / GPU memory (n_gpu_layers)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="usememorymap"><strong>UseMemorymap</strong><a class="headerlink" href="#usememorymap" title="Permanent link"></a></h3>
+<p>Use mmap for faster loads (use_mmap)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">UseMemorymap</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="usememorylock"><strong>UseMemoryLock</strong><a class="headerlink" href="#usememorylock" title="Permanent link"></a></h3>
+<p>Use mlock to keep model in memory (use_mlock)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">UseMemoryLock</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="modelpath"><strong>ModelPath</strong><a class="headerlink" href="#modelpath" title="Permanent link"></a></h3>
+<p>Model path (model)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">ModelPath</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="tensorsplits"><strong>TensorSplits</strong><a class="headerlink" href="#tensorsplits" title="Permanent link"></a></h3>
+<p>how split tensors should be distributed across GPUs</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">TensorSplitsCollection</span><span class="w"> </span><span class="n">TensorSplits</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.tensorsplitscollection/">TensorSplitsCollection</a><br></p>
+<h3 id="vocabonly"><strong>VocabOnly</strong><a class="headerlink" href="#vocabonly" title="Permanent link"></a></h3>
+<p>Load vocab only (no weights)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">VocabOnly</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="loraadapters"><strong>LoraAdapters</strong><a class="headerlink" href="#loraadapters" title="Permanent link"></a></h3>
+<p>List of LoRA adapters to apply</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">AdapterCollection</span><span class="w"> </span><span class="n">LoraAdapters</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.adaptercollection/">AdapterCollection</a><br></p>
+<h3 id="lorabase"><strong>LoraBase</strong><a class="headerlink" href="#lorabase" title="Permanent link"></a></h3>
+<p>base model path for the lora adapter (lora_base)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">LoraBase</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="metadataoverrides"><strong>MetadataOverrides</strong><a class="headerlink" href="#metadataoverrides" title="Permanent link"></a></h3>
+<p>Override specific metadata items in the model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">MetadataOverride</span><span class="o">&gt;</span><span class="w"> </span><span class="n">MetadataOverrides</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_10">Property Value<a class="headerlink" href="#property-value_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;MetadataOverride&gt;</a><br></p>
+
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+        Quick Start
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.itextstreamtransform
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.itextstreamtransform
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#transformasynciasyncenumerablestring" class="md-nav__link">
+    TransformAsync(IAsyncEnumerable&lt;String&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="TransformAsync(IAsyncEnumerable<String>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
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+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="itextstreamtransform">ITextStreamTransform<a class="headerlink" href="#itextstreamtransform" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>Takes a stream of tokens and transforms them.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ITextStreamTransform</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="transformasynciasyncenumerablestring"><strong>TransformAsync(IAsyncEnumerable&lt;String&gt;)</strong><a class="headerlink" href="#transformasynciasyncenumerablestring" title="Permanent link"></a></h3>
+<p>Takes a stream of tokens and transforms them, returning a new stream of tokens asynchronously.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TransformAsync</span><span class="p">(</span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<p>Copy the transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">ITextStreamTransform</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">ITextStreamTransform</a><br></p>
+
+
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+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
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+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
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+    </li>
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
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+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
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+      
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+          llama.abstractions.itexttransform
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.itexttransform
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
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+  
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+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
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+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#transformstring" class="md-nav__link">
+    Transform(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Transform(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#transformstring" class="md-nav__link">
+    Transform(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Transform(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="itexttransform">ITextTransform<a class="headerlink" href="#itexttransform" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>An interface for text transformations.
+ These can be used to compose a pipeline of text transformations, such as:
+ - Tokenization
+ - Lowercasing
+ - Punctuation removal
+ - Trimming
+ - etc.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ITextTransform</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="transformstring"><strong>Transform(String)</strong><a class="headerlink" href="#transformstring" title="Permanent link"></a></h3>
+<p>Takes a string and transforms it.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="nf">Transform</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<p>Copy the transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">ITextTransform</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">ITextTransform</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
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diff --git a/0.11.1/xmldocs/llama.abstractions.loraadapter/index.html b/0.11.1/xmldocs/llama.abstractions.loraadapter/index.html
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@@ -0,0 +1,3296 @@
+
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.loraadapter
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.loraadapter
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#path" class="md-nav__link">
+    Path
+  </a>
+  
+    <nav class="md-nav" aria-label="Path">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#scale" class="md-nav__link">
+    Scale
+  </a>
+  
+    <nav class="md-nav" aria-label="Scale">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#loraadapterstring-single" class="md-nav__link">
+    LoraAdapter(String, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraAdapter(String, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsloraadapter" class="md-nav__link">
+    Equals(LoraAdapter)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LoraAdapter)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-single" class="md-nav__link">
+    Deconstruct(String&amp;, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#path" class="md-nav__link">
+    Path
+  </a>
+  
+    <nav class="md-nav" aria-label="Path">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#scale" class="md-nav__link">
+    Scale
+  </a>
+  
+    <nav class="md-nav" aria-label="Scale">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#loraadapterstring-single" class="md-nav__link">
+    LoraAdapter(String, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraAdapter(String, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsloraadapter" class="md-nav__link">
+    Equals(LoraAdapter)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LoraAdapter)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-single" class="md-nav__link">
+    Deconstruct(String&amp;, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="loraadapter">LoraAdapter<a class="headerlink" href="#loraadapter" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>A LoRA adapter to apply to a model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LoraAdapter</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LoraAdapter</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;LoraAdapter&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="path"><strong>Path</strong><a class="headerlink" href="#path" title="Permanent link"></a></h3>
+<p>Path to the LoRA file</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Path</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="scale"><strong>Scale</strong><a class="headerlink" href="#scale" title="Permanent link"></a></h3>
+<p>Strength of this LoRA</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Scale</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="loraadapterstring-single"><strong>LoraAdapter(String, Single)</strong><a class="headerlink" href="#loraadapterstring-single" title="Permanent link"></a></h3>
+<p>A LoRA adapter to apply to a model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LoraAdapter</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Path</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Scale</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Path to the LoRA file</p>
+<p><code>Scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+Strength of this LoRA</p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsloraadapter"><strong>Equals(LoraAdapter)</strong><a class="headerlink" href="#equalsloraadapter" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">LoraAdapter</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">LoraAdapter</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="deconstructstring-single"><strong>Deconstruct(String&amp;, Single&amp;)</strong><a class="headerlink" href="#deconstructstring-single" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Path</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Scale</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>Path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single&amp;</a><br></p>
+
+
+
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diff --git a/0.11.1/xmldocs/llama.abstractions.metadataoverride/index.html b/0.11.1/xmldocs/llama.abstractions.metadataoverride/index.html
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+        Quick Start
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+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
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+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
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+      
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+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
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+      
+      
+
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+  
+    
+    <li class="md-nav__item md-nav__item--nested">
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
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+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
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+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.metadataoverride
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.metadataoverride
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#key" class="md-nav__link">
+    Key
+  </a>
+  
+    <nav class="md-nav" aria-label="Key">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverridestring-int32" class="md-nav__link">
+    MetadataOverride(String, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverride(String, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverridestring-single" class="md-nav__link">
+    MetadataOverride(String, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverride(String, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverridestring-boolean" class="md-nav__link">
+    MetadataOverride(String, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverride(String, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#writevaluellamamodelmetadataoverride" class="md-nav__link">
+    WriteValue(LLamaModelMetadataOverride&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="WriteValue(LLamaModelMetadataOverride&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#writevalueutf8jsonwriter" class="md-nav__link">
+    WriteValue(Utf8JsonWriter)
+  </a>
+  
+    <nav class="md-nav" aria-label="WriteValue(Utf8JsonWriter)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsmetadataoverride" class="md-nav__link">
+    Equals(MetadataOverride)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(MetadataOverride)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#key" class="md-nav__link">
+    Key
+  </a>
+  
+    <nav class="md-nav" aria-label="Key">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverridestring-int32" class="md-nav__link">
+    MetadataOverride(String, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverride(String, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverridestring-single" class="md-nav__link">
+    MetadataOverride(String, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverride(String, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverridestring-boolean" class="md-nav__link">
+    MetadataOverride(String, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverride(String, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#writevaluellamamodelmetadataoverride" class="md-nav__link">
+    WriteValue(LLamaModelMetadataOverride&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="WriteValue(LLamaModelMetadataOverride&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#writevalueutf8jsonwriter" class="md-nav__link">
+    WriteValue(Utf8JsonWriter)
+  </a>
+  
+    <nav class="md-nav" aria-label="WriteValue(Utf8JsonWriter)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsmetadataoverride" class="md-nav__link">
+    Equals(MetadataOverride)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(MetadataOverride)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="metadataoverride">MetadataOverride<a class="headerlink" href="#metadataoverride" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>An override for a single key/value pair in model metadata</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">MetadataOverride</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">MetadataOverride</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">MetadataOverride</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;MetadataOverride&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="key"><strong>Key</strong><a class="headerlink" href="#key" title="Permanent link"></a></h3>
+<p>Get the key being overriden by this override</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Key</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="metadataoverridestring-int32"><strong>MetadataOverride(String, Int32)</strong><a class="headerlink" href="#metadataoverridestring-int32" title="Permanent link"></a></h3>
+<p>Create a new override for an int key</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">MetadataOverride</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">key</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="k">value</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>key</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>value</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="metadataoverridestring-single"><strong>MetadataOverride(String, Single)</strong><a class="headerlink" href="#metadataoverridestring-single" title="Permanent link"></a></h3>
+<p>Create a new override for a float key</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">MetadataOverride</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">key</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="k">value</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>key</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>value</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="metadataoverridestring-boolean"><strong>MetadataOverride(String, Boolean)</strong><a class="headerlink" href="#metadataoverridestring-boolean" title="Permanent link"></a></h3>
+<p>Create a new override for a boolean key</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">MetadataOverride</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">key</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="k">value</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>key</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>value</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="writevaluellamamodelmetadataoverride"><strong>WriteValue(LLamaModelMetadataOverride&amp;)</strong><a class="headerlink" href="#writevaluellamamodelmetadataoverride" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">WriteValue</span><span class="p">(</span><span class="n">LLamaModelMetadataOverride</span><span class="o">&amp;</span><span class="w"> </span><span class="n">dest</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>dest</code> <a href="./llama.native.llamamodelmetadataoverride&amp;.md">LLamaModelMetadataOverride&amp;</a><br></p>
+<h3 id="writevalueutf8jsonwriter"><strong>WriteValue(Utf8JsonWriter)</strong><a class="headerlink" href="#writevalueutf8jsonwriter" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">WriteValue</span><span class="p">(</span><span class="n">Utf8JsonWriter</span><span class="w"> </span><span class="n">writer</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>writer</code> Utf8JsonWriter<br></p>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsmetadataoverride"><strong>Equals(MetadataOverride)</strong><a class="headerlink" href="#equalsmetadataoverride" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">MetadataOverride</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">MetadataOverride</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MetadataOverride</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="./">MetadataOverride</a><br></p>
+
+
+
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+          
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+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
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+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
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+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
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+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
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+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.metadataoverrideconverter
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#handlenull" class="md-nav__link">
+    HandleNull
+  </a>
+  
+    <nav class="md-nav" aria-label="HandleNull">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverrideconverter_1" class="md-nav__link">
+    MetadataOverrideConverter()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#readutf8jsonreader-type-jsonserializeroptions" class="md-nav__link">
+    Read(Utf8JsonReader&amp;, Type, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Read(Utf8JsonReader&, Type, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#writeutf8jsonwriter-metadataoverride-jsonserializeroptions" class="md-nav__link">
+    Write(Utf8JsonWriter, MetadataOverride, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Write(Utf8JsonWriter, MetadataOverride, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#handlenull" class="md-nav__link">
+    HandleNull
+  </a>
+  
+    <nav class="md-nav" aria-label="HandleNull">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverrideconverter_1" class="md-nav__link">
+    MetadataOverrideConverter()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#readutf8jsonreader-type-jsonserializeroptions" class="md-nav__link">
+    Read(Utf8JsonReader&amp;, Type, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Read(Utf8JsonReader&, Type, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#writeutf8jsonwriter-metadataoverride-jsonserializeroptions" class="md-nav__link">
+    Write(Utf8JsonWriter, MetadataOverride, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Write(Utf8JsonWriter, MetadataOverride, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="metadataoverrideconverter">MetadataOverrideConverter<a class="headerlink" href="#metadataoverrideconverter" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>A JSON converter for <a href="../llama.abstractions.metadataoverride/">MetadataOverride</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">MetadataOverrideConverter</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Text</span><span class="p">.</span><span class="n">Json</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">JsonConverter</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">MetadataOverride</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → JsonConverter → JsonConverter&lt;MetadataOverride&gt; → <a href="./">MetadataOverrideConverter</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="handlenull"><strong>HandleNull</strong><a class="headerlink" href="#handlenull" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">HandleNull</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="metadataoverrideconverter_1"><strong>MetadataOverrideConverter()</strong><a class="headerlink" href="#metadataoverrideconverter_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">MetadataOverrideConverter</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="readutf8jsonreader-type-jsonserializeroptions"><strong>Read(Utf8JsonReader&amp;, Type, JsonSerializerOptions)</strong><a class="headerlink" href="#readutf8jsonreader-type-jsonserializeroptions" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MetadataOverride</span><span class="w"> </span><span class="nf">Read</span><span class="p">(</span><span class="n">Utf8JsonReader</span><span class="o">&amp;</span><span class="w"> </span><span class="n">reader</span><span class="p">,</span><span class="w"> </span><span class="n">Type</span><span class="w"> </span><span class="n">typeToConvert</span><span class="p">,</span><span class="w"> </span><span class="n">JsonSerializerOptions</span><span class="w"> </span><span class="n">options</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>reader</code> Utf8JsonReader&amp;<br></p>
+<p><code>typeToConvert</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.type">Type</a><br></p>
+<p><code>options</code> JsonSerializerOptions<br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.metadataoverride/">MetadataOverride</a><br></p>
+<h3 id="writeutf8jsonwriter-metadataoverride-jsonserializeroptions"><strong>Write(Utf8JsonWriter, MetadataOverride, JsonSerializerOptions)</strong><a class="headerlink" href="#writeutf8jsonwriter-metadataoverride-jsonserializeroptions" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Write</span><span class="p">(</span><span class="n">Utf8JsonWriter</span><span class="w"> </span><span class="n">writer</span><span class="p">,</span><span class="w"> </span><span class="n">MetadataOverride</span><span class="w"> </span><span class="k">value</span><span class="p">,</span><span class="w"> </span><span class="n">JsonSerializerOptions</span><span class="w"> </span><span class="n">options</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>writer</code> Utf8JsonWriter<br></p>
+<p><code>value</code> <a href="../llama.abstractions.metadataoverride/">MetadataOverride</a><br></p>
+<p><code>options</code> JsonSerializerOptions<br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
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diff --git a/0.11.1/xmldocs/llama.abstractions.tensorsplitscollection/index.html b/0.11.1/xmldocs/llama.abstractions.tensorsplitscollection/index.html
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@@ -0,0 +1,3176 @@
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.abstractions.tensorsplitscollection
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.abstractions.tensorsplitscollection
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#length" class="md-nav__link">
+    Length
+  </a>
+  
+    <nav class="md-nav" aria-label="Length">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#item" class="md-nav__link">
+    Item
+  </a>
+  
+    <nav class="md-nav" aria-label="Item">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplitscollectionsingle" class="md-nav__link">
+    TensorSplitsCollection(Single[])
+  </a>
+  
+    <nav class="md-nav" aria-label="TensorSplitsCollection(Single[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplitscollection_1" class="md-nav__link">
+    TensorSplitsCollection()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#clear" class="md-nav__link">
+    Clear()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#pin" class="md-nav__link">
+    Pin()
+  </a>
+  
+    <nav class="md-nav" aria-label="Pin()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getenumerator" class="md-nav__link">
+    GetEnumerator()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetEnumerator()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
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+    </li>
+  
+
+    
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+</nav>
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+            
+            
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+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#length" class="md-nav__link">
+    Length
+  </a>
+  
+    <nav class="md-nav" aria-label="Length">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#item" class="md-nav__link">
+    Item
+  </a>
+  
+    <nav class="md-nav" aria-label="Item">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplitscollectionsingle" class="md-nav__link">
+    TensorSplitsCollection(Single[])
+  </a>
+  
+    <nav class="md-nav" aria-label="TensorSplitsCollection(Single[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplitscollection_1" class="md-nav__link">
+    TensorSplitsCollection()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#clear" class="md-nav__link">
+    Clear()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#pin" class="md-nav__link">
+    Pin()
+  </a>
+  
+    <nav class="md-nav" aria-label="Pin()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getenumerator" class="md-nav__link">
+    GetEnumerator()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetEnumerator()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="tensorsplitscollection">TensorSplitsCollection<a class="headerlink" href="#tensorsplitscollection" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>A fixed size array to set the tensor splits across multiple GPUs</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">TensorSplitsCollection</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">Generic</span><span class="p">.</span><span class="n">IEnumerable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">System</span><span class="p">.</span><span class="n">Single</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Private</span><span class="p">.</span><span class="n">CoreLib</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">6.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="m">7</span><span class="n">cec85d7bea7798e</span><span class="p">]],</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">IEnumerable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">TensorSplitsCollection</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Single&gt;</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.ienumerable">IEnumerable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="length"><strong>Length</strong><a class="headerlink" href="#length" title="Permanent link"></a></h3>
+<p>The size of this array</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Length</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="item"><strong>Item</strong><a class="headerlink" href="#item" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Item</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="tensorsplitscollectionsingle"><strong>TensorSplitsCollection(Single[])</strong><a class="headerlink" href="#tensorsplitscollectionsingle" title="Permanent link"></a></h3>
+<p>Create a new tensor splits collection, copying the given values</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">TensorSplitsCollection</span><span class="p">(</span><span class="n">Single</span><span class="p">[]</span><span class="w"> </span><span class="n">splits</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>splits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h3 id="tensorsplitscollection_1"><strong>TensorSplitsCollection()</strong><a class="headerlink" href="#tensorsplitscollection_1" title="Permanent link"></a></h3>
+<p>Create a new tensor splits collection with all values initialised to the default</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">TensorSplitsCollection</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="clear"><strong>Clear()</strong><a class="headerlink" href="#clear" title="Permanent link"></a></h3>
+<p>Set all values to zero</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Clear</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="pin"><strong>Pin()</strong><a class="headerlink" href="#pin" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="n">MemoryHandle</span><span class="w"> </span><span class="nf">Pin</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.buffers.memoryhandle">MemoryHandle</a><br></p>
+<h3 id="getenumerator"><strong>GetEnumerator()</strong><a class="headerlink" href="#getenumerator" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerator</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">GetEnumerator</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerator-1">IEnumerator&lt;Single&gt;</a><br></p>
+
+
+
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diff --git a/0.11.1/xmldocs/llama.abstractions.tensorsplitscollectionconverter/index.html b/0.11.1/xmldocs/llama.abstractions.tensorsplitscollectionconverter/index.html
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+++ b/0.11.1/xmldocs/llama.abstractions.tensorsplitscollectionconverter/index.html
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+    <li class="md-nav__item">
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+        Langchain integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+        llama.abstractions.ihistorytransform
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+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#handlenull" class="md-nav__link">
+    HandleNull
+  </a>
+  
+    <nav class="md-nav" aria-label="HandleNull">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplitscollectionconverter_1" class="md-nav__link">
+    TensorSplitsCollectionConverter()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#readutf8jsonreader-type-jsonserializeroptions" class="md-nav__link">
+    Read(Utf8JsonReader&amp;, Type, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Read(Utf8JsonReader&, Type, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#writeutf8jsonwriter-tensorsplitscollection-jsonserializeroptions" class="md-nav__link">
+    Write(Utf8JsonWriter, TensorSplitsCollection, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Write(Utf8JsonWriter, TensorSplitsCollection, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#handlenull" class="md-nav__link">
+    HandleNull
+  </a>
+  
+    <nav class="md-nav" aria-label="HandleNull">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplitscollectionconverter_1" class="md-nav__link">
+    TensorSplitsCollectionConverter()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#readutf8jsonreader-type-jsonserializeroptions" class="md-nav__link">
+    Read(Utf8JsonReader&amp;, Type, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Read(Utf8JsonReader&, Type, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#writeutf8jsonwriter-tensorsplitscollection-jsonserializeroptions" class="md-nav__link">
+    Write(Utf8JsonWriter, TensorSplitsCollection, JsonSerializerOptions)
+  </a>
+  
+    <nav class="md-nav" aria-label="Write(Utf8JsonWriter, TensorSplitsCollection, JsonSerializerOptions)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="tensorsplitscollectionconverter">TensorSplitsCollectionConverter<a class="headerlink" href="#tensorsplitscollectionconverter" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Abstractions</p>
+<p>A JSON converter for <a href="../llama.abstractions.tensorsplitscollection/">TensorSplitsCollection</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">TensorSplitsCollectionConverter</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Text</span><span class="p">.</span><span class="n">Json</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">JsonConverter</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">TensorSplitsCollection</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → JsonConverter → JsonConverter&lt;TensorSplitsCollection&gt; → <a href="./">TensorSplitsCollectionConverter</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="handlenull"><strong>HandleNull</strong><a class="headerlink" href="#handlenull" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">HandleNull</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="tensorsplitscollectionconverter_1"><strong>TensorSplitsCollectionConverter()</strong><a class="headerlink" href="#tensorsplitscollectionconverter_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">TensorSplitsCollectionConverter</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="readutf8jsonreader-type-jsonserializeroptions"><strong>Read(Utf8JsonReader&amp;, Type, JsonSerializerOptions)</strong><a class="headerlink" href="#readutf8jsonreader-type-jsonserializeroptions" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">TensorSplitsCollection</span><span class="w"> </span><span class="nf">Read</span><span class="p">(</span><span class="n">Utf8JsonReader</span><span class="o">&amp;</span><span class="w"> </span><span class="n">reader</span><span class="p">,</span><span class="w"> </span><span class="n">Type</span><span class="w"> </span><span class="n">typeToConvert</span><span class="p">,</span><span class="w"> </span><span class="n">JsonSerializerOptions</span><span class="w"> </span><span class="n">options</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>reader</code> Utf8JsonReader&amp;<br></p>
+<p><code>typeToConvert</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.type">Type</a><br></p>
+<p><code>options</code> JsonSerializerOptions<br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.tensorsplitscollection/">TensorSplitsCollection</a><br></p>
+<h3 id="writeutf8jsonwriter-tensorsplitscollection-jsonserializeroptions"><strong>Write(Utf8JsonWriter, TensorSplitsCollection, JsonSerializerOptions)</strong><a class="headerlink" href="#writeutf8jsonwriter-tensorsplitscollection-jsonserializeroptions" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Write</span><span class="p">(</span><span class="n">Utf8JsonWriter</span><span class="w"> </span><span class="n">writer</span><span class="p">,</span><span class="w"> </span><span class="n">TensorSplitsCollection</span><span class="w"> </span><span class="k">value</span><span class="p">,</span><span class="w"> </span><span class="n">JsonSerializerOptions</span><span class="w"> </span><span class="n">options</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>writer</code> Utf8JsonWriter<br></p>
+<p><code>value</code> <a href="../llama.abstractions.tensorsplitscollection/">TensorSplitsCollection</a><br></p>
+<p><code>options</code> JsonSerializerOptions<br></p>
+
+
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diff --git a/0.11.1/xmldocs/llama.antipromptprocessor/index.html b/0.11.1/xmldocs/llama.antipromptprocessor/index.html
new file mode 100644
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+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.antipromptprocessor
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.antipromptprocessor
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#antipromptprocessorienumerablestring" class="md-nav__link">
+    AntipromptProcessor(IEnumerable&lt;String&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="AntipromptProcessor(IEnumerable<String>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#addantipromptstring" class="md-nav__link">
+    AddAntiprompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAntiprompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setantipromptsienumerablestring" class="md-nav__link">
+    SetAntiprompts(IEnumerable&lt;String&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetAntiprompts(IEnumerable<String>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addstring" class="md-nav__link">
+    Add(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#antipromptprocessorienumerablestring" class="md-nav__link">
+    AntipromptProcessor(IEnumerable&lt;String&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="AntipromptProcessor(IEnumerable<String>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
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+  
+</li>
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+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#addantipromptstring" class="md-nav__link">
+    AddAntiprompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAntiprompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setantipromptsienumerablestring" class="md-nav__link">
+    SetAntiprompts(IEnumerable&lt;String&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetAntiprompts(IEnumerable<String>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addstring" class="md-nav__link">
+    Add(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
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+  
+</li>
+        
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+    </nav>
+  
+</li>
+      
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+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="antipromptprocessor">AntipromptProcessor<a class="headerlink" href="#antipromptprocessor" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>AntipromptProcessor keeps track of past tokens looking for any set Anti-Prompts</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">AntipromptProcessor</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">AntipromptProcessor</a></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="antipromptprocessorienumerablestring"><strong>AntipromptProcessor(IEnumerable&lt;String&gt;)</strong><a class="headerlink" href="#antipromptprocessorienumerablestring" title="Permanent link"></a></h3>
+<p>Initializes a new instance of the <a href="./">AntipromptProcessor</a> class.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">AntipromptProcessor</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">antiprompts</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>antiprompts</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br>
+The antiprompts.</p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="addantipromptstring"><strong>AddAntiprompt(String)</strong><a class="headerlink" href="#addantipromptstring" title="Permanent link"></a></h3>
+<p>Add an antiprompt to the collection</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">AddAntiprompt</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">antiprompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>antiprompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="setantipromptsienumerablestring"><strong>SetAntiprompts(IEnumerable&lt;String&gt;)</strong><a class="headerlink" href="#setantipromptsienumerablestring" title="Permanent link"></a></h3>
+<p>Overwrite all current antiprompts with a new set</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">SetAntiprompts</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">antiprompts</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>antiprompts</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br></p>
+<h3 id="addstring"><strong>Add(String)</strong><a class="headerlink" href="#addstring" title="Permanent link"></a></h3>
+<p>Add some text and check if the buffer now ends with any antiprompt</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+true if the text buffer ends with any antiprompt</p>
+
+
+
+
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diff --git a/0.11.1/xmldocs/llama.batched.alreadypromptedconversationexception/index.html b/0.11.1/xmldocs/llama.batched.alreadypromptedconversationexception/index.html
new file mode 100644
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+        Contributing Guide
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.alreadypromptedconversationexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="alreadypromptedconversationexception">AlreadyPromptedConversationException<a class="headerlink" href="#alreadypromptedconversationexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>This exception is thrown when "Prompt()" is called on a <a href="../llama.batched.conversation/">Conversation</a> which has
+ already been prompted and before "Infer()" has been called on the associated
+ <a href="../llama.batched.batchedexecutor/">BatchedExecutor</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">AlreadyPromptedConversationException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ExperimentalBatchedExecutorException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.batched.experimentalbatchedexecutorexception/">ExperimentalBatchedExecutorException</a> → <a href="./">AlreadyPromptedConversationException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.batched.batchedexecutor/index.html b/0.11.1/xmldocs/llama.batched.batchedexecutor/index.html
new file mode 100644
index 00000000..d8d4f633
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+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.batchedexecutor
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.batchedexecutor
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#context" class="md-nav__link">
+    Context
+  </a>
+  
+    <nav class="md-nav" aria-label="Context">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchedtokencount" class="md-nav__link">
+    BatchedTokenCount
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchedTokenCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isdisposed" class="md-nav__link">
+    IsDisposed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsDisposed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#batchedexecutorllamaweights-icontextparams" class="md-nav__link">
+    BatchedExecutor(LLamaWeights, IContextParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchedExecutor(LLamaWeights, IContextParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#promptstring" class="md-nav__link">
+    Prompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#caution" class="md-nav__link">
+    Caution
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#create" class="md-nav__link">
+    Create()
+  </a>
+  
+    <nav class="md-nav" aria-label="Create()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#infercancellationtoken" class="md-nav__link">
+    Infer(CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Infer(CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getnextsequenceid" class="md-nav__link">
+    GetNextSequenceId()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetNextSequenceId()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#context" class="md-nav__link">
+    Context
+  </a>
+  
+    <nav class="md-nav" aria-label="Context">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchedtokencount" class="md-nav__link">
+    BatchedTokenCount
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchedTokenCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isdisposed" class="md-nav__link">
+    IsDisposed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsDisposed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#batchedexecutorllamaweights-icontextparams" class="md-nav__link">
+    BatchedExecutor(LLamaWeights, IContextParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchedExecutor(LLamaWeights, IContextParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#promptstring" class="md-nav__link">
+    Prompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#caution" class="md-nav__link">
+    Caution
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#create" class="md-nav__link">
+    Create()
+  </a>
+  
+    <nav class="md-nav" aria-label="Create()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#infercancellationtoken" class="md-nav__link">
+    Infer(CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Infer(CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getnextsequenceid" class="md-nav__link">
+    GetNextSequenceId()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetNextSequenceId()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="batchedexecutor">BatchedExecutor<a class="headerlink" href="#batchedexecutor" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>A batched executor that can infer multiple separate "conversations" simultaneously.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">BatchedExecutor</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">BatchedExecutor</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="context"><strong>Context</strong><a class="headerlink" href="#context" title="Permanent link"></a></h3>
+<p>The <a href="./llama.llamacontext.md">LLamaContext</a> this executor is using</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">Context</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="./llama.llamacontext.md">LLamaContext</a><br></p>
+<h3 id="model"><strong>Model</strong><a class="headerlink" href="#model" title="Permanent link"></a></h3>
+<p>The <a href="./llama.llamaweights.md">LLamaWeights</a> this executor is using</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="w"> </span><span class="n">Model</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="./llama.llamaweights.md">LLamaWeights</a><br></p>
+<h3 id="batchedtokencount"><strong>BatchedTokenCount</strong><a class="headerlink" href="#batchedtokencount" title="Permanent link"></a></h3>
+<p>Get the number of tokens in the batch, waiting for <a href="./#infercancellationtoken">BatchedExecutor.Infer(CancellationToken)</a> to be called</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">BatchedTokenCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="isdisposed"><strong>IsDisposed</strong><a class="headerlink" href="#isdisposed" title="Permanent link"></a></h3>
+<p>Check if this executor has been disposed.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsDisposed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">private</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="batchedexecutorllamaweights-icontextparams"><strong>BatchedExecutor(LLamaWeights, IContextParams)</strong><a class="headerlink" href="#batchedexecutorllamaweights-icontextparams" title="Permanent link"></a></h3>
+<p>Create a new batched executor</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">BatchedExecutor</span><span class="p">(</span><span class="n">LLamaWeights</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">IContextParams</span><span class="w"> </span><span class="n">contextParams</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="./llama.llamaweights.md">LLamaWeights</a><br>
+The model to use</p>
+<p><code>contextParams</code> <a href="../llama.abstractions.icontextparams/">IContextParams</a><br>
+Parameters to create a new context</p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="promptstring"><strong>Prompt(String)</strong><a class="headerlink" href="#promptstring" title="Permanent link"></a></h3>
+<h4 id="caution">Caution<a class="headerlink" href="#caution" title="Permanent link"></a></h4>
+<p>Use BatchedExecutor.Create instead</p>
+<hr />
+<p>Start a new <a href="../llama.batched.conversation/">Conversation</a> with the given prompt</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Conversation</span><span class="w"> </span><span class="nf">Prompt</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.batched.conversation/">Conversation</a><br></p>
+<h3 id="create"><strong>Create()</strong><a class="headerlink" href="#create" title="Permanent link"></a></h3>
+<p>Start a new <a href="../llama.batched.conversation/">Conversation</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Conversation</span><span class="w"> </span><span class="nf">Create</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.batched.conversation/">Conversation</a><br></p>
+<h3 id="infercancellationtoken"><strong>Infer(CancellationToken)</strong><a class="headerlink" href="#infercancellationtoken" title="Permanent link"></a></h3>
+<p>Run inference for all conversations in the batch which have pending tokens.</p>
+<p>If the result is <code>NoKvSlot</code> then there is not enough memory for inference, try disposing some conversation
+ threads and running inference again.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Task</span><span class="o">&lt;</span><span class="n">DecodeResult</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Infer</span><span class="p">(</span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">cancellation</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>cancellation</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.cancellationtoken">CancellationToken</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.tasks.task-1">Task&lt;DecodeResult&gt;</a><br></p>
+<h3 id="dispose"><strong>Dispose()</strong><a class="headerlink" href="#dispose" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Dispose</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="getnextsequenceid"><strong>GetNextSequenceId()</strong><a class="headerlink" href="#getnextsequenceid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="nf">GetNextSequenceId</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+
+
+
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+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.cannotforkwhilerequiresinferenceexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
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+        llama.types.completionchunk
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+        llama.types.completionlogprobs
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+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
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+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
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+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="cannotforkwhilerequiresinferenceexception">CannotForkWhileRequiresInferenceException<a class="headerlink" href="#cannotforkwhilerequiresinferenceexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>This exception is thrown when <a href="../llama.batched.conversation/#fork">Conversation.Fork()</a> is called when <a href="../llama.batched.conversation/#requiresinference">Conversation.RequiresInference</a> = true</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CannotForkWhileRequiresInferenceException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ExperimentalBatchedExecutorException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.batched.experimentalbatchedexecutorexception/">ExperimentalBatchedExecutorException</a> → <a href="./">CannotForkWhileRequiresInferenceException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
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diff --git a/0.11.1/xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/index.html b/0.11.1/xmldocs/llama.batched.cannotmodifywhilerequiresinferenceexception/index.html
new file mode 100644
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.cannotmodifywhilerequiresinferenceexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
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+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
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+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="cannotmodifywhilerequiresinferenceexception">CannotModifyWhileRequiresInferenceException<a class="headerlink" href="#cannotmodifywhilerequiresinferenceexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>This exception is thrown when <a href="../llama.batched.conversation/#modifymodifykvcache">Conversation.Modify(ModifyKvCache)</a> is called when <a href="../llama.batched.conversation/#requiresinference">Conversation.RequiresInference</a> = true</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CannotModifyWhileRequiresInferenceException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ExperimentalBatchedExecutorException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.batched.experimentalbatchedexecutorexception/">ExperimentalBatchedExecutorException</a> → <a href="./">CannotModifyWhileRequiresInferenceException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
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diff --git a/0.11.1/xmldocs/llama.batched.cannotsamplerequiresinferenceexception/index.html b/0.11.1/xmldocs/llama.batched.cannotsamplerequiresinferenceexception/index.html
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+    <li class="md-nav__item">
+      <a href="../.." class="md-nav__link">
+        Overview
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../QuickStart/" class="md-nav__link">
+        Quick Start
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
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+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
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+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
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+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.cannotsamplerequiresinferenceexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="cannotsamplerequiresinferenceexception">CannotSampleRequiresInferenceException<a class="headerlink" href="#cannotsamplerequiresinferenceexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>This exception is thrown when "Sample()" is called on a <a href="../llama.batched.conversation/">Conversation</a> which has
+ already been prompted and before "Infer()" has been called on the associated
+ <a href="../llama.batched.batchedexecutor/">BatchedExecutor</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CannotSampleRequiresInferenceException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ExperimentalBatchedExecutorException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.batched.experimentalbatchedexecutorexception/">ExperimentalBatchedExecutorException</a> → <a href="./">CannotSampleRequiresInferenceException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
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+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
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diff --git a/0.11.1/xmldocs/llama.batched.cannotsamplerequirespromptexception/index.html b/0.11.1/xmldocs/llama.batched.cannotsamplerequirespromptexception/index.html
new file mode 100644
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.cannotsamplerequirespromptexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="cannotsamplerequirespromptexception">CannotSampleRequiresPromptException<a class="headerlink" href="#cannotsamplerequirespromptexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>This exception is thrown when "Sample()" is called on a <a href="../llama.batched.conversation/">Conversation</a> which was not
+ first prompted.
+ <a href="../llama.batched.batchedexecutor/">BatchedExecutor</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CannotSampleRequiresPromptException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ExperimentalBatchedExecutorException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.batched.experimentalbatchedexecutorexception/">ExperimentalBatchedExecutorException</a> → <a href="./">CannotSampleRequiresPromptException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.batched.conversation/index.html b/0.11.1/xmldocs/llama.batched.conversation/index.html
new file mode 100644
index 00000000..0e2fadbe
--- /dev/null
+++ b/0.11.1/xmldocs/llama.batched.conversation/index.html
@@ -0,0 +1,3638 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../llama.batched.cannotsamplerequirespromptexception/">
+      
+      
+        <link rel="next" href="../llama.batched.conversationextensions/">
+      
+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
+        <title>llama.batched.conversation - LLamaSharp Documentation</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Fira+Sans:300,300i,400,400i,700,700i%7CFira+Mono:400,400i,700,700i&display=fallback">
+        <style>:root{--md-text-font:"Fira Sans";--md-code-font:"Fira Mono"}</style>
+      
+    
+    
+      <link rel="stylesheet" href="../../css/extra.css?v=14">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#conversation" class="md-skip">
+          Skip to content
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
+        
+      </div>
+    
+    
+      
+
+  
+
+<header class="md-header md-header--shadow" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="LLamaSharp Documentation" class="md-header__button md-logo" aria-label="LLamaSharp Documentation" data-md-component="logo">
+      
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 9h5.5L13 3.5V9M6 2h8l6 6v12a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V4c0-1.11.89-2 2-2m9 16v-2H6v2h9m3-4v-2H6v2h12Z"/></svg>
+
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
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+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
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+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+  
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+            
+          
+            
+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
+            
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+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+    <li class="md-nav__item">
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.conversation
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.conversation
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#executor" class="md-nav__link">
+    Executor
+  </a>
+  
+    <nav class="md-nav" aria-label="Executor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#conversationid" class="md-nav__link">
+    ConversationId
+  </a>
+  
+    <nav class="md-nav" aria-label="ConversationId">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokencount" class="md-nav__link">
+    TokenCount
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isdisposed" class="md-nav__link">
+    IsDisposed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsDisposed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#requiresinference" class="md-nav__link">
+    RequiresInference
+  </a>
+  
+    <nav class="md-nav" aria-label="RequiresInference">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#requiressampling" class="md-nav__link">
+    RequiresSampling
+  </a>
+  
+    <nav class="md-nav" aria-label="RequiresSampling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#finalize" class="md-nav__link">
+    Finalize()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+    <nav class="md-nav" aria-label="Dispose()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#fork" class="md-nav__link">
+    Fork()
+  </a>
+  
+    <nav class="md-nav" aria-label="Fork()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sample" class="md-nav__link">
+    Sample()
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptstring" class="md-nav__link">
+    Prompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptlistllamatoken" class="md-nav__link">
+    Prompt(List&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(List<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptreadonlyspanllamatoken" class="md-nav__link">
+    Prompt(ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_4" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptllamatoken" class="md-nav__link">
+    Prompt(LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_5" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modifymodifykvcache" class="md-nav__link">
+    Modify(ModifyKvCache)
+  </a>
+  
+    <nav class="md-nav" aria-label="Modify(ModifyKvCache)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_6" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#executor" class="md-nav__link">
+    Executor
+  </a>
+  
+    <nav class="md-nav" aria-label="Executor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#conversationid" class="md-nav__link">
+    ConversationId
+  </a>
+  
+    <nav class="md-nav" aria-label="ConversationId">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokencount" class="md-nav__link">
+    TokenCount
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isdisposed" class="md-nav__link">
+    IsDisposed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsDisposed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#requiresinference" class="md-nav__link">
+    RequiresInference
+  </a>
+  
+    <nav class="md-nav" aria-label="RequiresInference">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#requiressampling" class="md-nav__link">
+    RequiresSampling
+  </a>
+  
+    <nav class="md-nav" aria-label="RequiresSampling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#finalize" class="md-nav__link">
+    Finalize()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+    <nav class="md-nav" aria-label="Dispose()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#fork" class="md-nav__link">
+    Fork()
+  </a>
+  
+    <nav class="md-nav" aria-label="Fork()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sample" class="md-nav__link">
+    Sample()
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptstring" class="md-nav__link">
+    Prompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptlistllamatoken" class="md-nav__link">
+    Prompt(List&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(List<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptreadonlyspanllamatoken" class="md-nav__link">
+    Prompt(ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_4" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#promptllamatoken" class="md-nav__link">
+    Prompt(LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Prompt(LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_5" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modifymodifykvcache" class="md-nav__link">
+    Modify(ModifyKvCache)
+  </a>
+  
+    <nav class="md-nav" aria-label="Modify(ModifyKvCache)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_6" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="conversation">Conversation<a class="headerlink" href="#conversation" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>A single conversation thread that can be prompted (adding tokens from the user) or inferred (extracting a token from the LLM)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Conversation</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">Conversation</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="executor"><strong>Executor</strong><a class="headerlink" href="#executor" title="Permanent link"></a></h3>
+<p>The executor which this conversation belongs to</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">BatchedExecutor</span><span class="w"> </span><span class="n">Executor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.batched.batchedexecutor/">BatchedExecutor</a><br></p>
+<h3 id="conversationid"><strong>ConversationId</strong><a class="headerlink" href="#conversationid" title="Permanent link"></a></h3>
+<p>Unique ID for this conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">ConversationId</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<h3 id="tokencount"><strong>TokenCount</strong><a class="headerlink" href="#tokencount" title="Permanent link"></a></h3>
+<p>Total number of tokens in this conversation, cannot exceed the context length.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TokenCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="isdisposed"><strong>IsDisposed</strong><a class="headerlink" href="#isdisposed" title="Permanent link"></a></h3>
+<p>Indicates if this conversation has been disposed, nothing can be done with a disposed conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsDisposed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="requiresinference"><strong>RequiresInference</strong><a class="headerlink" href="#requiresinference" title="Permanent link"></a></h3>
+<p>Indicates if this conversation is waiting for inference to be run on the executor. "Prompt" and "Sample" cannot be called when this is true.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">RequiresInference</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="requiressampling"><strong>RequiresSampling</strong><a class="headerlink" href="#requiressampling" title="Permanent link"></a></h3>
+<p>Indicates that this conversation should be sampled.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">RequiresSampling</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="finalize"><strong>Finalize()</strong><a class="headerlink" href="#finalize" title="Permanent link"></a></h3>
+<p>Finalizer for Conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Finalize</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="dispose"><strong>Dispose()</strong><a class="headerlink" href="#dispose" title="Permanent link"></a></h3>
+<p>End this conversation, freeing all resources used by it</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Dispose</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.objectdisposedexception">ObjectDisposedException</a><br></p>
+<h3 id="fork"><strong>Fork()</strong><a class="headerlink" href="#fork" title="Permanent link"></a></h3>
+<p>Create a copy of the current conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Conversation</span><span class="w"> </span><span class="nf">Fork</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">Conversation</a><br></p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.objectdisposedexception">ObjectDisposedException</a><br></p>
+<p><strong>Remarks:</strong></p>
+<p>The copy shares internal state, so consumes very little extra memory.</p>
+<h3 id="sample"><strong>Sample()</strong><a class="headerlink" href="#sample" title="Permanent link"></a></h3>
+<p>Get the logits from this conversation, ready for sampling</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Sample</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<h4 id="exceptions_2">Exceptions<a class="headerlink" href="#exceptions_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.objectdisposedexception">ObjectDisposedException</a><br></p>
+<p><a href="../llama.batched.cannotsamplerequirespromptexception/">CannotSampleRequiresPromptException</a><br>
+Thrown if this conversation was not prompted before the previous call to infer</p>
+<p><a href="../llama.batched.cannotsamplerequiresinferenceexception/">CannotSampleRequiresInferenceException</a><br>
+Thrown if Infer() must be called on the executor</p>
+<h3 id="promptstring"><strong>Prompt(String)</strong><a class="headerlink" href="#promptstring" title="Permanent link"></a></h3>
+<p>Add tokens to this conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Prompt</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">input</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>input</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="promptlistllamatoken"><strong>Prompt(List&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#promptlistllamatoken" title="Permanent link"></a></h3>
+<p>Add tokens to this conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Prompt</span><span class="p">(</span><span class="n">List</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;LLamaToken&gt;</a><br></p>
+<h4 id="exceptions_3">Exceptions<a class="headerlink" href="#exceptions_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.objectdisposedexception">ObjectDisposedException</a><br></p>
+<p><a href="../llama.batched.alreadypromptedconversationexception/">AlreadyPromptedConversationException</a><br></p>
+<h3 id="promptreadonlyspanllamatoken"><strong>Prompt(ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#promptreadonlyspanllamatoken" title="Permanent link"></a></h3>
+<p>Add tokens to this conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Prompt</span><span class="p">(</span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h4 id="exceptions_4">Exceptions<a class="headerlink" href="#exceptions_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.objectdisposedexception">ObjectDisposedException</a><br></p>
+<p><a href="../llama.batched.alreadypromptedconversationexception/">AlreadyPromptedConversationException</a><br></p>
+<h3 id="promptllamatoken"><strong>Prompt(LLamaToken)</strong><a class="headerlink" href="#promptllamatoken" title="Permanent link"></a></h3>
+<p>Add a single token to this conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Prompt</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h4 id="exceptions_5">Exceptions<a class="headerlink" href="#exceptions_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.objectdisposedexception">ObjectDisposedException</a><br></p>
+<p><a href="../llama.batched.alreadypromptedconversationexception/">AlreadyPromptedConversationException</a><br></p>
+<h3 id="modifymodifykvcache"><strong>Modify(ModifyKvCache)</strong><a class="headerlink" href="#modifymodifykvcache" title="Permanent link"></a></h3>
+<p>Directly modify the KV cache of this conversation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Modify</span><span class="p">(</span><span class="n">ModifyKvCache</span><span class="w"> </span><span class="n">modifier</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>modifier</code> <a href="./llama.batched.conversation.modifykvcache.md">ModifyKvCache</a><br></p>
+<h4 id="exceptions_6">Exceptions<a class="headerlink" href="#exceptions_6" title="Permanent link"></a></h4>
+<p><a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/">CannotModifyWhileRequiresInferenceException</a><br>
+Thrown if this method is called while <a href="./#requiresinference">Conversation.RequiresInference</a> == true</p>
+
+
+
+
+
+                
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+          
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diff --git a/0.11.1/xmldocs/llama.batched.conversationextensions/index.html b/0.11.1/xmldocs/llama.batched.conversationextensions/index.html
new file mode 100644
index 00000000..d25d8ca4
--- /dev/null
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.conversationextensions
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.conversationextensions
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#rewindconversation-int32" class="md-nav__link">
+    Rewind(Conversation, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Rewind(Conversation, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#shiftleftconversation-int32-int32" class="md-nav__link">
+    ShiftLeft(Conversation, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="ShiftLeft(Conversation, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
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+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#rewindconversation-int32" class="md-nav__link">
+    Rewind(Conversation, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Rewind(Conversation, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
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+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
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+  
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#shiftleftconversation-int32-int32" class="md-nav__link">
+    ShiftLeft(Conversation, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="ShiftLeft(Conversation, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
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+  
+</li>
+        
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+  
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+      
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+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="conversationextensions">ConversationExtensions<a class="headerlink" href="#conversationextensions" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>Extension method for <a href="../llama.batched.conversation/">Conversation</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ConversationExtensions</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ConversationExtensions</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="rewindconversation-int32"><strong>Rewind(Conversation, Int32)</strong><a class="headerlink" href="#rewindconversation-int32" title="Permanent link"></a></h3>
+<p>Rewind a <a href="../llama.batched.conversation/">Conversation</a> back to an earlier state by removing tokens from the end</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Rewind</span><span class="p">(</span><span class="n">Conversation</span><span class="w"> </span><span class="n">conversation</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>conversation</code> <a href="../llama.batched.conversation/">Conversation</a><br>
+The conversation to rewind</p>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The number of tokens to rewind</p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentoutofrangeexception">ArgumentOutOfRangeException</a><br>
+Thrown if <code>tokens</code> parameter is larger than TokenCount</p>
+<h3 id="shiftleftconversation-int32-int32"><strong>ShiftLeft(Conversation, Int32, Int32)</strong><a class="headerlink" href="#shiftleftconversation-int32-int32" title="Permanent link"></a></h3>
+<p>Shift all tokens over to the left, removing "count" tokens from the start and shifting everything over.
+ Leaves "keep" tokens at the start completely untouched. This can be used to free up space when the context
+ gets full, keeping the prompt at the start intact.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ShiftLeft</span><span class="p">(</span><span class="n">Conversation</span><span class="w"> </span><span class="n">conversation</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">count</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>conversation</code> <a href="../llama.batched.conversation/">Conversation</a><br>
+The conversation to rewind</p>
+<p><code>count</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+How much to shift tokens over by</p>
+<p><code>keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The number of tokens at the start which should not be shifted</p>
+
+
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diff --git a/0.11.1/xmldocs/llama.batched.experimentalbatchedexecutorexception/index.html b/0.11.1/xmldocs/llama.batched.experimentalbatchedexecutorexception/index.html
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+      
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+    <li class="md-nav__item">
+      <a href="../.." class="md-nav__link">
+        Overview
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+      <a href="../../QuickStart/" class="md-nav__link">
+        Quick Start
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+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
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+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
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+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
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+    <li class="md-nav__item md-nav__item--nested">
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+          Tutorials
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
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+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
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+  
+  
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+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.batched.experimentalbatchedexecutorexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="experimentalbatchedexecutorexception">ExperimentalBatchedExecutorException<a class="headerlink" href="#experimentalbatchedexecutorexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Batched</p>
+<p>Base class for exceptions thrown from <a href="../llama.batched.batchedexecutor/">BatchedExecutor</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ExperimentalBatchedExecutorException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Exception</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="./">ExperimentalBatchedExecutorException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.chatsession-1/index.html b/0.11.1/xmldocs/llama.chatsession-1/index.html
new file mode 100644
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.chatsession-1
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.chatsession-1
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#type-parameters" class="md-nav__link">
+    Type Parameters
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatsessiont_1" class="md-nav__link">
+    ChatSession(T)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatSession(T)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatstring-string" class="md-nav__link">
+    Chat(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Chat(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withpromptstring" class="md-nav__link">
+    WithPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withpromptfilestring" class="md-nav__link">
+    WithPromptFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPromptFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withantipromptstring" class="md-nav__link">
+    WithAntiprompt(String[])
+  </a>
+  
+    <nav class="md-nav" aria-label="WithAntiprompt(String[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#type-parameters" class="md-nav__link">
+    Type Parameters
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatsessiont_1" class="md-nav__link">
+    ChatSession(T)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatSession(T)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatstring-string" class="md-nav__link">
+    Chat(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Chat(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withpromptstring" class="md-nav__link">
+    WithPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withpromptfilestring" class="md-nav__link">
+    WithPromptFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPromptFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withantipromptstring" class="md-nav__link">
+    WithAntiprompt(String[])
+  </a>
+  
+    <nav class="md-nav" aria-label="WithAntiprompt(String[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatsessiont">ChatSession&lt;T&gt;<a class="headerlink" href="#chatsessiont" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatSession</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="type-parameters">Type Parameters<a class="headerlink" href="#type-parameters" title="Permanent link"></a></h4>
+<p><code>T</code><br></p>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatSession&lt;T&gt;</a></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatsessiont_1"><strong>ChatSession(T)</strong><a class="headerlink" href="#chatsessiont_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatSession</span><span class="p">(</span><span class="n">T</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>model</code> T<br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="chatstring-string"><strong>Chat(String, String)</strong><a class="headerlink" href="#chatstring-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Chat</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br></p>
+<h3 id="withpromptstring"><strong>WithPrompt(String)</strong><a class="headerlink" href="#withpromptstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="w"> </span><span class="n">WithPrompt</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession&lt;T&gt;</a><br></p>
+<h3 id="withpromptfilestring"><strong>WithPromptFile(String)</strong><a class="headerlink" href="#withpromptfilestring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="w"> </span><span class="n">WithPromptFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">promptFilename</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>promptFilename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession&lt;T&gt;</a><br></p>
+<h3 id="withantipromptstring"><strong>WithAntiprompt(String[])</strong><a class="headerlink" href="#withantipromptstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="w"> </span><span class="n">WithAntiprompt</span><span class="p">(</span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">antiprompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>antiprompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession&lt;T&gt;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
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+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
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\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.chatsession/index.html b/0.11.1/xmldocs/llama.chatsession/index.html
new file mode 100644
index 00000000..c5cab4e0
--- /dev/null
+++ b/0.11.1/xmldocs/llama.chatsession/index.html
@@ -0,0 +1,4790 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../llama.chatsession-1/">
+      
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+        <link rel="next" href="../llama.common.authorrole/">
+      
+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
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+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
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+      
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+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#chatsession" class="md-skip">
+          Skip to content
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
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+    
+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
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+      
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+<header class="md-header md-header--shadow" data-md-component="header">
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+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
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+            
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+        Langchain integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
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+              
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+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+  
+    <li class="md-nav__item">
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+        Talk to yourself
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+        llama.abstractions.ihistorytransform
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.chatsession
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.chatsession
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#outputtransform" class="md-nav__link">
+    OutputTransform
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model_state_filename" class="md-nav__link">
+    MODEL_STATE_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#executor_state_filename" class="md-nav__link">
+    EXECUTOR_STATE_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history_state_filename" class="md-nav__link">
+    HISTORY_STATE_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#input_transform_filename" class="md-nav__link">
+    INPUT_TRANSFORM_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#output_transform_filename" class="md-nav__link">
+    OUTPUT_TRANSFORM_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history_transform_filename" class="md-nav__link">
+    HISTORY_TRANSFORM_FILENAME
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#executor" class="md-nav__link">
+    Executor
+  </a>
+  
+    <nav class="md-nav" aria-label="Executor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history" class="md-nav__link">
+    History
+  </a>
+  
+    <nav class="md-nav" aria-label="History">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#historytransform" class="md-nav__link">
+    HistoryTransform
+  </a>
+  
+    <nav class="md-nav" aria-label="HistoryTransform">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#inputtransformpipeline" class="md-nav__link">
+    InputTransformPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="InputTransformPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatsessionillamaexecutor" class="md-nav__link">
+    ChatSession(ILLamaExecutor)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatSession(ILLamaExecutor)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatsessionillamaexecutor-chathistory" class="md-nav__link">
+    ChatSession(ILLamaExecutor, ChatHistory)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatSession(ILLamaExecutor, ChatHistory)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#initializesessionfromhistoryasyncillamaexecutor-chathistory" class="md-nav__link">
+    InitializeSessionFromHistoryAsync(ILLamaExecutor, ChatHistory)
+  </a>
+  
+    <nav class="md-nav" aria-label="InitializeSessionFromHistoryAsync(ILLamaExecutor, ChatHistory)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withhistorytransformihistorytransform" class="md-nav__link">
+    WithHistoryTransform(IHistoryTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithHistoryTransform(IHistoryTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addinputtransformitexttransform" class="md-nav__link">
+    AddInputTransform(ITextTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddInputTransform(ITextTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withoutputtransformitextstreamtransform" class="md-nav__link">
+    WithOutputTransform(ITextStreamTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithOutputTransform(ITextStreamTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#savesessionstring" class="md-nav__link">
+    SaveSession(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="SaveSession(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getsessionstate" class="md-nav__link">
+    GetSessionState()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetSessionState()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadsessionsessionstate-boolean" class="md-nav__link">
+    LoadSession(SessionState, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadSession(SessionState, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadsessionstring-boolean" class="md-nav__link">
+    LoadSession(String, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadSession(String, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addmessagemessage" class="md-nav__link">
+    AddMessage(Message)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddMessage(Message)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addsystemmessagestring" class="md-nav__link">
+    AddSystemMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddSystemMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addassistantmessagestring" class="md-nav__link">
+    AddAssistantMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAssistantMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addusermessagestring" class="md-nav__link">
+    AddUserMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddUserMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#removelastmessage" class="md-nav__link">
+    RemoveLastMessage()
+  </a>
+  
+    <nav class="md-nav" aria-label="RemoveLastMessage()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocessmessagemessage" class="md-nav__link">
+    AddAndProcessMessage(Message)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessMessage(Message)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocesssystemmessagestring" class="md-nav__link">
+    AddAndProcessSystemMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessSystemMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocessusermessagestring" class="md-nav__link">
+    AddAndProcessUserMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessUserMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocessassistantmessagestring" class="md-nav__link">
+    AddAndProcessAssistantMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessAssistantMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_13" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#replaceusermessagemessage-message" class="md-nav__link">
+    ReplaceUserMessage(Message, Message)
+  </a>
+  
+    <nav class="md-nav" aria-label="ReplaceUserMessage(Message, Message)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_17" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_14" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncmessage-boolean-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(Message, Boolean, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(Message, Boolean, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_18" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_15" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncmessage-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(Message, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(Message, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_19" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_16" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncchathistory-boolean-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(ChatHistory, Boolean, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(ChatHistory, Boolean, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_20" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_17" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_4" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncchathistory-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(ChatHistory, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(ChatHistory, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_21" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_18" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#regenerateassistantmessageasyncinferenceparams-cancellationtoken" class="md-nav__link">
+    RegenerateAssistantMessageAsync(InferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="RegenerateAssistantMessageAsync(InferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_22" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_19" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_5" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#outputtransform" class="md-nav__link">
+    OutputTransform
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model_state_filename" class="md-nav__link">
+    MODEL_STATE_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#executor_state_filename" class="md-nav__link">
+    EXECUTOR_STATE_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history_state_filename" class="md-nav__link">
+    HISTORY_STATE_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#input_transform_filename" class="md-nav__link">
+    INPUT_TRANSFORM_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#output_transform_filename" class="md-nav__link">
+    OUTPUT_TRANSFORM_FILENAME
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history_transform_filename" class="md-nav__link">
+    HISTORY_TRANSFORM_FILENAME
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#executor" class="md-nav__link">
+    Executor
+  </a>
+  
+    <nav class="md-nav" aria-label="Executor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history" class="md-nav__link">
+    History
+  </a>
+  
+    <nav class="md-nav" aria-label="History">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#historytransform" class="md-nav__link">
+    HistoryTransform
+  </a>
+  
+    <nav class="md-nav" aria-label="HistoryTransform">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#inputtransformpipeline" class="md-nav__link">
+    InputTransformPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="InputTransformPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatsessionillamaexecutor" class="md-nav__link">
+    ChatSession(ILLamaExecutor)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatSession(ILLamaExecutor)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatsessionillamaexecutor-chathistory" class="md-nav__link">
+    ChatSession(ILLamaExecutor, ChatHistory)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatSession(ILLamaExecutor, ChatHistory)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#initializesessionfromhistoryasyncillamaexecutor-chathistory" class="md-nav__link">
+    InitializeSessionFromHistoryAsync(ILLamaExecutor, ChatHistory)
+  </a>
+  
+    <nav class="md-nav" aria-label="InitializeSessionFromHistoryAsync(ILLamaExecutor, ChatHistory)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withhistorytransformihistorytransform" class="md-nav__link">
+    WithHistoryTransform(IHistoryTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithHistoryTransform(IHistoryTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addinputtransformitexttransform" class="md-nav__link">
+    AddInputTransform(ITextTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddInputTransform(ITextTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withoutputtransformitextstreamtransform" class="md-nav__link">
+    WithOutputTransform(ITextStreamTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithOutputTransform(ITextStreamTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#savesessionstring" class="md-nav__link">
+    SaveSession(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="SaveSession(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getsessionstate" class="md-nav__link">
+    GetSessionState()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetSessionState()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadsessionsessionstate-boolean" class="md-nav__link">
+    LoadSession(SessionState, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadSession(SessionState, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadsessionstring-boolean" class="md-nav__link">
+    LoadSession(String, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadSession(String, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addmessagemessage" class="md-nav__link">
+    AddMessage(Message)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddMessage(Message)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addsystemmessagestring" class="md-nav__link">
+    AddSystemMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddSystemMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addassistantmessagestring" class="md-nav__link">
+    AddAssistantMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAssistantMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addusermessagestring" class="md-nav__link">
+    AddUserMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddUserMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#removelastmessage" class="md-nav__link">
+    RemoveLastMessage()
+  </a>
+  
+    <nav class="md-nav" aria-label="RemoveLastMessage()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocessmessagemessage" class="md-nav__link">
+    AddAndProcessMessage(Message)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessMessage(Message)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocesssystemmessagestring" class="md-nav__link">
+    AddAndProcessSystemMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessSystemMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocessusermessagestring" class="md-nav__link">
+    AddAndProcessUserMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessUserMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addandprocessassistantmessagestring" class="md-nav__link">
+    AddAndProcessAssistantMessage(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddAndProcessAssistantMessage(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_13" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#replaceusermessagemessage-message" class="md-nav__link">
+    ReplaceUserMessage(Message, Message)
+  </a>
+  
+    <nav class="md-nav" aria-label="ReplaceUserMessage(Message, Message)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_17" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_14" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncmessage-boolean-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(Message, Boolean, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(Message, Boolean, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_18" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_15" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncmessage-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(Message, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(Message, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_19" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_16" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncchathistory-boolean-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(ChatHistory, Boolean, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(ChatHistory, Boolean, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_20" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_17" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_4" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatasyncchathistory-iinferenceparams-cancellationtoken" class="md-nav__link">
+    ChatAsync(ChatHistory, IInferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatAsync(ChatHistory, IInferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_21" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_18" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#regenerateassistantmessageasyncinferenceparams-cancellationtoken" class="md-nav__link">
+    RegenerateAssistantMessageAsync(InferenceParams, CancellationToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="RegenerateAssistantMessageAsync(InferenceParams, CancellationToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_22" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_19" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_5" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatsession">ChatSession<a class="headerlink" href="#chatsession" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>The main chat session class.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatSession</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatSession</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="outputtransform"><strong>OutputTransform</strong><a class="headerlink" href="#outputtransform" title="Permanent link"></a></h3>
+<p>The output transform used in this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ITextStreamTransform</span><span class="w"> </span><span class="n">OutputTransform</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="model_state_filename"><strong>MODEL_STATE_FILENAME</strong><a class="headerlink" href="#model_state_filename" title="Permanent link"></a></h3>
+<p>The filename for the serialized model state (KV cache, etc).</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">MODEL_STATE_FILENAME</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="executor_state_filename"><strong>EXECUTOR_STATE_FILENAME</strong><a class="headerlink" href="#executor_state_filename" title="Permanent link"></a></h3>
+<p>The filename for the serialized executor state.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">EXECUTOR_STATE_FILENAME</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="history_state_filename"><strong>HISTORY_STATE_FILENAME</strong><a class="headerlink" href="#history_state_filename" title="Permanent link"></a></h3>
+<p>The filename for the serialized chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HISTORY_STATE_FILENAME</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="input_transform_filename"><strong>INPUT_TRANSFORM_FILENAME</strong><a class="headerlink" href="#input_transform_filename" title="Permanent link"></a></h3>
+<p>The filename for the serialized input transform pipeline.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">INPUT_TRANSFORM_FILENAME</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="output_transform_filename"><strong>OUTPUT_TRANSFORM_FILENAME</strong><a class="headerlink" href="#output_transform_filename" title="Permanent link"></a></h3>
+<p>The filename for the serialized output transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">OUTPUT_TRANSFORM_FILENAME</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="history_transform_filename"><strong>HISTORY_TRANSFORM_FILENAME</strong><a class="headerlink" href="#history_transform_filename" title="Permanent link"></a></h3>
+<p>The filename for the serialized history transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HISTORY_TRANSFORM_FILENAME</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="executor"><strong>Executor</strong><a class="headerlink" href="#executor" title="Permanent link"></a></h3>
+<p>The executor for this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ILLamaExecutor</span><span class="w"> </span><span class="n">Executor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">private</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.illamaexecutor/">ILLamaExecutor</a><br></p>
+<h3 id="history"><strong>History</strong><a class="headerlink" href="#history" title="Permanent link"></a></h3>
+<p>The chat history for this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">History</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">private</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="../llama.common.chathistory/">ChatHistory</a><br></p>
+<h3 id="historytransform"><strong>HistoryTransform</strong><a class="headerlink" href="#historytransform" title="Permanent link"></a></h3>
+<p>The history transform used in this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IHistoryTransform</span><span class="w"> </span><span class="n">HistoryTransform</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.ihistorytransform/">IHistoryTransform</a><br></p>
+<h3 id="inputtransformpipeline"><strong>InputTransformPipeline</strong><a class="headerlink" href="#inputtransformpipeline" title="Permanent link"></a></h3>
+<p>The input transform pipeline used in this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">ITextTransform</span><span class="o">&gt;</span><span class="w"> </span><span class="n">InputTransformPipeline</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;ITextTransform&gt;</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatsessionillamaexecutor"><strong>ChatSession(ILLamaExecutor)</strong><a class="headerlink" href="#chatsessionillamaexecutor" title="Permanent link"></a></h3>
+<p>Create a new chat session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatSession</span><span class="p">(</span><span class="n">ILLamaExecutor</span><span class="w"> </span><span class="n">executor</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>executor</code> <a href="../llama.abstractions.illamaexecutor/">ILLamaExecutor</a><br>
+The executor for this session</p>
+<h3 id="chatsessionillamaexecutor-chathistory"><strong>ChatSession(ILLamaExecutor, ChatHistory)</strong><a class="headerlink" href="#chatsessionillamaexecutor-chathistory" title="Permanent link"></a></h3>
+<p>Create a new chat session with a custom history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatSession</span><span class="p">(</span><span class="n">ILLamaExecutor</span><span class="w"> </span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>executor</code> <a href="../llama.abstractions.illamaexecutor/">ILLamaExecutor</a><br></p>
+<p><code>history</code> <a href="../llama.common.chathistory/">ChatHistory</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="initializesessionfromhistoryasyncillamaexecutor-chathistory"><strong>InitializeSessionFromHistoryAsync(ILLamaExecutor, ChatHistory)</strong><a class="headerlink" href="#initializesessionfromhistoryasyncillamaexecutor-chathistory" title="Permanent link"></a></h3>
+<p>Create a new chat session and preprocess history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Task</span><span class="o">&lt;</span><span class="n">ChatSession</span><span class="o">&gt;</span><span class="w"> </span><span class="n">InitializeSessionFromHistoryAsync</span><span class="p">(</span><span class="n">ILLamaExecutor</span><span class="w"> </span><span class="n">executor</span><span class="p">,</span><span class="w"> </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>executor</code> <a href="../llama.abstractions.illamaexecutor/">ILLamaExecutor</a><br>
+The executor for this session</p>
+<p><code>history</code> <a href="../llama.common.chathistory/">ChatHistory</a><br>
+History for this session</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.tasks.task-1">Task&lt;ChatSession&gt;</a><br></p>
+<h3 id="withhistorytransformihistorytransform"><strong>WithHistoryTransform(IHistoryTransform)</strong><a class="headerlink" href="#withhistorytransformihistorytransform" title="Permanent link"></a></h3>
+<p>Use a custom history transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">WithHistoryTransform</span><span class="p">(</span><span class="n">IHistoryTransform</span><span class="w"> </span><span class="n">transform</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>transform</code> <a href="../llama.abstractions.ihistorytransform/">IHistoryTransform</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="addinputtransformitexttransform"><strong>AddInputTransform(ITextTransform)</strong><a class="headerlink" href="#addinputtransformitexttransform" title="Permanent link"></a></h3>
+<p>Add a text transform to the input transform pipeline.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">AddInputTransform</span><span class="p">(</span><span class="n">ITextTransform</span><span class="w"> </span><span class="n">transform</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>transform</code> <a href="../llama.abstractions.itexttransform/">ITextTransform</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="withoutputtransformitextstreamtransform"><strong>WithOutputTransform(ITextStreamTransform)</strong><a class="headerlink" href="#withoutputtransformitextstreamtransform" title="Permanent link"></a></h3>
+<p>Use a custom output transform.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">WithOutputTransform</span><span class="p">(</span><span class="n">ITextStreamTransform</span><span class="w"> </span><span class="n">transform</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>transform</code> <a href="../llama.abstractions.itextstreamtransform/">ITextStreamTransform</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="savesessionstring"><strong>SaveSession(String)</strong><a class="headerlink" href="#savesessionstring" title="Permanent link"></a></h3>
+<p>Save a session from a directory.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">SaveSession</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">path</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h3 id="getsessionstate"><strong>GetSessionState()</strong><a class="headerlink" href="#getsessionstate" title="Permanent link"></a></h3>
+<p>Get the session state.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SessionState</span><span class="w"> </span><span class="nf">GetSessionState</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="../llama.sessionstate/">SessionState</a><br>
+SessionState object representing session state in-memory</p>
+<h3 id="loadsessionsessionstate-boolean"><strong>LoadSession(SessionState, Boolean)</strong><a class="headerlink" href="#loadsessionsessionstate-boolean" title="Permanent link"></a></h3>
+<p>Load a session from a session state.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">LoadSession</span><span class="p">(</span><span class="n">SessionState</span><span class="w"> </span><span class="n">state</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">loadTransforms</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>state</code> <a href="../llama.sessionstate/">SessionState</a><br></p>
+<p><code>loadTransforms</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+If true loads transforms saved in the session state.</p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h3 id="loadsessionstring-boolean"><strong>LoadSession(String, Boolean)</strong><a class="headerlink" href="#loadsessionstring-boolean" title="Permanent link"></a></h3>
+<p>Load a session from a directory.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">LoadSession</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">path</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">loadTransforms</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>loadTransforms</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+If true loads transforms saved in the session state.</p>
+<h4 id="exceptions_2">Exceptions<a class="headerlink" href="#exceptions_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h3 id="addmessagemessage"><strong>AddMessage(Message)</strong><a class="headerlink" href="#addmessagemessage" title="Permanent link"></a></h3>
+<p>Add a message to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">AddMessage</span><span class="p">(</span><span class="n">Message</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="./llama.common.chathistory.message.md">Message</a><br></p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="addsystemmessagestring"><strong>AddSystemMessage(String)</strong><a class="headerlink" href="#addsystemmessagestring" title="Permanent link"></a></h3>
+<p>Add a system message to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">AddSystemMessage</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_10">Parameters<a class="headerlink" href="#parameters_10" title="Permanent link"></a></h4>
+<p><code>content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_6">Returns<a class="headerlink" href="#returns_6" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="addassistantmessagestring"><strong>AddAssistantMessage(String)</strong><a class="headerlink" href="#addassistantmessagestring" title="Permanent link"></a></h3>
+<p>Add an assistant message to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">AddAssistantMessage</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_11">Parameters<a class="headerlink" href="#parameters_11" title="Permanent link"></a></h4>
+<p><code>content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_7">Returns<a class="headerlink" href="#returns_7" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="addusermessagestring"><strong>AddUserMessage(String)</strong><a class="headerlink" href="#addusermessagestring" title="Permanent link"></a></h3>
+<p>Add a user message to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">AddUserMessage</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_12">Parameters<a class="headerlink" href="#parameters_12" title="Permanent link"></a></h4>
+<p><code>content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_8">Returns<a class="headerlink" href="#returns_8" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="removelastmessage"><strong>RemoveLastMessage()</strong><a class="headerlink" href="#removelastmessage" title="Permanent link"></a></h3>
+<p>Remove the last message from the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">RemoveLastMessage</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_9">Returns<a class="headerlink" href="#returns_9" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="addandprocessmessagemessage"><strong>AddAndProcessMessage(Message)</strong><a class="headerlink" href="#addandprocessmessagemessage" title="Permanent link"></a></h3>
+<p>Compute KV cache for the message and add it to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Task</span><span class="o">&lt;</span><span class="n">ChatSession</span><span class="o">&gt;</span><span class="w"> </span><span class="n">AddAndProcessMessage</span><span class="p">(</span><span class="n">Message</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_13">Parameters<a class="headerlink" href="#parameters_13" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="./llama.common.chathistory.message.md">Message</a><br></p>
+<h4 id="returns_10">Returns<a class="headerlink" href="#returns_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.tasks.task-1">Task&lt;ChatSession&gt;</a><br></p>
+<h3 id="addandprocesssystemmessagestring"><strong>AddAndProcessSystemMessage(String)</strong><a class="headerlink" href="#addandprocesssystemmessagestring" title="Permanent link"></a></h3>
+<p>Compute KV cache for the system message and add it to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Task</span><span class="o">&lt;</span><span class="n">ChatSession</span><span class="o">&gt;</span><span class="w"> </span><span class="n">AddAndProcessSystemMessage</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_14">Parameters<a class="headerlink" href="#parameters_14" title="Permanent link"></a></h4>
+<p><code>content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_11">Returns<a class="headerlink" href="#returns_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.tasks.task-1">Task&lt;ChatSession&gt;</a><br></p>
+<h3 id="addandprocessusermessagestring"><strong>AddAndProcessUserMessage(String)</strong><a class="headerlink" href="#addandprocessusermessagestring" title="Permanent link"></a></h3>
+<p>Compute KV cache for the user message and add it to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Task</span><span class="o">&lt;</span><span class="n">ChatSession</span><span class="o">&gt;</span><span class="w"> </span><span class="n">AddAndProcessUserMessage</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_15">Parameters<a class="headerlink" href="#parameters_15" title="Permanent link"></a></h4>
+<p><code>content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_12">Returns<a class="headerlink" href="#returns_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.tasks.task-1">Task&lt;ChatSession&gt;</a><br></p>
+<h3 id="addandprocessassistantmessagestring"><strong>AddAndProcessAssistantMessage(String)</strong><a class="headerlink" href="#addandprocessassistantmessagestring" title="Permanent link"></a></h3>
+<p>Compute KV cache for the assistant message and add it to the chat history.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Task</span><span class="o">&lt;</span><span class="n">ChatSession</span><span class="o">&gt;</span><span class="w"> </span><span class="n">AddAndProcessAssistantMessage</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_16">Parameters<a class="headerlink" href="#parameters_16" title="Permanent link"></a></h4>
+<p><code>content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_13">Returns<a class="headerlink" href="#returns_13" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.tasks.task-1">Task&lt;ChatSession&gt;</a><br></p>
+<h3 id="replaceusermessagemessage-message"><strong>ReplaceUserMessage(Message, Message)</strong><a class="headerlink" href="#replaceusermessagemessage-message" title="Permanent link"></a></h3>
+<p>Replace a user message with a new message and remove all messages after the new message.
+ This is useful when the user wants to edit a message. And regenerate the response.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatSession</span><span class="w"> </span><span class="nf">ReplaceUserMessage</span><span class="p">(</span><span class="n">Message</span><span class="w"> </span><span class="n">oldMessage</span><span class="p">,</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="n">newMessage</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_17">Parameters<a class="headerlink" href="#parameters_17" title="Permanent link"></a></h4>
+<p><code>oldMessage</code> <a href="./llama.common.chathistory.message.md">Message</a><br></p>
+<p><code>newMessage</code> <a href="./llama.common.chathistory.message.md">Message</a><br></p>
+<h4 id="returns_14">Returns<a class="headerlink" href="#returns_14" title="Permanent link"></a></h4>
+<p><a href="./">ChatSession</a><br></p>
+<h3 id="chatasyncmessage-boolean-iinferenceparams-cancellationtoken"><strong>ChatAsync(Message, Boolean, IInferenceParams, CancellationToken)</strong><a class="headerlink" href="#chatasyncmessage-boolean-iinferenceparams-cancellationtoken" title="Permanent link"></a></h3>
+<p>Chat with the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ChatAsync</span><span class="p">(</span><span class="n">Message</span><span class="w"> </span><span class="n">message</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">applyInputTransformPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">IInferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">cancellationToken</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_18">Parameters<a class="headerlink" href="#parameters_18" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="./llama.common.chathistory.message.md">Message</a><br></p>
+<p><code>applyInputTransformPipeline</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>inferenceParams</code> <a href="../llama.abstractions.iinferenceparams/">IInferenceParams</a><br></p>
+<p><code>cancellationToken</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.cancellationtoken">CancellationToken</a><br></p>
+<h4 id="returns_15">Returns<a class="headerlink" href="#returns_15" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+<h4 id="exceptions_3">Exceptions<a class="headerlink" href="#exceptions_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h3 id="chatasyncmessage-iinferenceparams-cancellationtoken"><strong>ChatAsync(Message, IInferenceParams, CancellationToken)</strong><a class="headerlink" href="#chatasyncmessage-iinferenceparams-cancellationtoken" title="Permanent link"></a></h3>
+<p>Chat with the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ChatAsync</span><span class="p">(</span><span class="n">Message</span><span class="w"> </span><span class="n">message</span><span class="p">,</span><span class="w"> </span><span class="n">IInferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">cancellationToken</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_19">Parameters<a class="headerlink" href="#parameters_19" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="./llama.common.chathistory.message.md">Message</a><br></p>
+<p><code>inferenceParams</code> <a href="../llama.abstractions.iinferenceparams/">IInferenceParams</a><br></p>
+<p><code>cancellationToken</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.cancellationtoken">CancellationToken</a><br></p>
+<h4 id="returns_16">Returns<a class="headerlink" href="#returns_16" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+<h3 id="chatasyncchathistory-boolean-iinferenceparams-cancellationtoken"><strong>ChatAsync(ChatHistory, Boolean, IInferenceParams, CancellationToken)</strong><a class="headerlink" href="#chatasyncchathistory-boolean-iinferenceparams-cancellationtoken" title="Permanent link"></a></h3>
+<p>Chat with the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ChatAsync</span><span class="p">(</span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">applyInputTransformPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">IInferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">cancellationToken</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_20">Parameters<a class="headerlink" href="#parameters_20" title="Permanent link"></a></h4>
+<p><code>history</code> <a href="../llama.common.chathistory/">ChatHistory</a><br></p>
+<p><code>applyInputTransformPipeline</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>inferenceParams</code> <a href="../llama.abstractions.iinferenceparams/">IInferenceParams</a><br></p>
+<p><code>cancellationToken</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.cancellationtoken">CancellationToken</a><br></p>
+<h4 id="returns_17">Returns<a class="headerlink" href="#returns_17" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+<h4 id="exceptions_4">Exceptions<a class="headerlink" href="#exceptions_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h3 id="chatasyncchathistory-iinferenceparams-cancellationtoken"><strong>ChatAsync(ChatHistory, IInferenceParams, CancellationToken)</strong><a class="headerlink" href="#chatasyncchathistory-iinferenceparams-cancellationtoken" title="Permanent link"></a></h3>
+<p>Chat with the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ChatAsync</span><span class="p">(</span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">,</span><span class="w"> </span><span class="n">IInferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">cancellationToken</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_21">Parameters<a class="headerlink" href="#parameters_21" title="Permanent link"></a></h4>
+<p><code>history</code> <a href="../llama.common.chathistory/">ChatHistory</a><br></p>
+<p><code>inferenceParams</code> <a href="../llama.abstractions.iinferenceparams/">IInferenceParams</a><br></p>
+<p><code>cancellationToken</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.cancellationtoken">CancellationToken</a><br></p>
+<h4 id="returns_18">Returns<a class="headerlink" href="#returns_18" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+<h3 id="regenerateassistantmessageasyncinferenceparams-cancellationtoken"><strong>RegenerateAssistantMessageAsync(InferenceParams, CancellationToken)</strong><a class="headerlink" href="#regenerateassistantmessageasyncinferenceparams-cancellationtoken" title="Permanent link"></a></h3>
+<p>Regenerate the last assistant message.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IAsyncEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">RegenerateAssistantMessageAsync</span><span class="p">(</span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">inferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">CancellationToken</span><span class="w"> </span><span class="n">cancellationToken</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_22">Parameters<a class="headerlink" href="#parameters_22" title="Permanent link"></a></h4>
+<p><code>inferenceParams</code> <a href="../llama.common.inferenceparams/">InferenceParams</a><br></p>
+<p><code>cancellationToken</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.threading.cancellationtoken">CancellationToken</a><br></p>
+<h4 id="returns_19">Returns<a class="headerlink" href="#returns_19" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.iasyncenumerable-1">IAsyncEnumerable&lt;String&gt;</a><br></p>
+<h4 id="exceptions_5">Exceptions<a class="headerlink" href="#exceptions_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.common.authorrole/index.html b/0.11.1/xmldocs/llama.common.authorrole/index.html
new file mode 100644
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.common.authorrole
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.common.authorrole
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
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+                
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+
+
+<h1 id="authorrole">AuthorRole<a class="headerlink" href="#authorrole" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Common</p>
+<p>Role of the message author, e.g. user/assistant/system</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">AuthorRole</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">AuthorRole</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Unknown</td>
+<td align="right">-1</td>
+<td>Role is unknown</td>
+</tr>
+<tr>
+<td>System</td>
+<td align="right">0</td>
+<td>Message comes from a "system" prompt, not written by a user or language model</td>
+</tr>
+<tr>
+<td>User</td>
+<td align="right">1</td>
+<td>Message comes from the user</td>
+</tr>
+<tr>
+<td>Assistant</td>
+<td align="right">2</td>
+<td>Messages was generated by the language model</td>
+</tr>
+</tbody>
+</table>
+
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
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+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.common.chathistory
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.common.chathistory
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#messages" class="md-nav__link">
+    Messages
+  </a>
+  
+    <nav class="md-nav" aria-label="Messages">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chathistory_1" class="md-nav__link">
+    ChatHistory()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chathistorymessage" class="md-nav__link">
+    ChatHistory(Message[])
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatHistory(Message[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#addmessageauthorrole-string" class="md-nav__link">
+    AddMessage(AuthorRole, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddMessage(AuthorRole, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tojson" class="md-nav__link">
+    ToJson()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToJson()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#fromjsonstring" class="md-nav__link">
+    FromJson(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="FromJson(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#messages" class="md-nav__link">
+    Messages
+  </a>
+  
+    <nav class="md-nav" aria-label="Messages">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chathistory_1" class="md-nav__link">
+    ChatHistory()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chathistorymessage" class="md-nav__link">
+    ChatHistory(Message[])
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatHistory(Message[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#addmessageauthorrole-string" class="md-nav__link">
+    AddMessage(AuthorRole, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddMessage(AuthorRole, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tojson" class="md-nav__link">
+    ToJson()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToJson()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#fromjsonstring" class="md-nav__link">
+    FromJson(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="FromJson(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chathistory">ChatHistory<a class="headerlink" href="#chathistory" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Common</p>
+<p>The chat history class</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatHistory</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatHistory</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="messages"><strong>Messages</strong><a class="headerlink" href="#messages" title="Permanent link"></a></h3>
+<p>List of messages in the chat</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">Message</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Messages</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;Message&gt;</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chathistory_1"><strong>ChatHistory()</strong><a class="headerlink" href="#chathistory_1" title="Permanent link"></a></h3>
+<p>Create a new instance of the chat content class</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatHistory</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="chathistorymessage"><strong>ChatHistory(Message[])</strong><a class="headerlink" href="#chathistorymessage" title="Permanent link"></a></h3>
+<p>Create a new instance of the chat history from array of messages</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatHistory</span><span class="p">(</span><span class="n">Message</span><span class="p">[]</span><span class="w"> </span><span class="n">messageHistory</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>messageHistory</code> <a href="./llama.common.chathistory.message.md">Message[]</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="addmessageauthorrole-string"><strong>AddMessage(AuthorRole, String)</strong><a class="headerlink" href="#addmessageauthorrole-string" title="Permanent link"></a></h3>
+<p>Add a message to the chat history</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">AddMessage</span><span class="p">(</span><span class="n">AuthorRole</span><span class="w"> </span><span class="n">authorRole</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>authorRole</code> <a href="../llama.common.authorrole/">AuthorRole</a><br>
+Role of the message author</p>
+<p><code>content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Message content</p>
+<h3 id="tojson"><strong>ToJson()</strong><a class="headerlink" href="#tojson" title="Permanent link"></a></h3>
+<p>Serialize the chat history to JSON</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToJson</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="fromjsonstring"><strong>FromJson(String)</strong><a class="headerlink" href="#fromjsonstring" title="Permanent link"></a></h3>
+<p>Deserialize a chat history from JSON</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">ChatHistory</span><span class="w"> </span><span class="nf">FromJson</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">json</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>json</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">ChatHistory</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
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+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
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+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
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diff --git a/0.11.1/xmldocs/llama.common.fixedsizequeue-1/index.html b/0.11.1/xmldocs/llama.common.fixedsizequeue-1/index.html
new file mode 100644
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+++ b/0.11.1/xmldocs/llama.common.fixedsizequeue-1/index.html
@@ -0,0 +1,3236 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
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+      
+      
+        <link rel="prev" href="../llama.common.chathistory/">
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+        kernel-memory integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+    </li>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.common.fixedsizequeue-1
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.common.fixedsizequeue-1
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#type-parameters" class="md-nav__link">
+    Type Parameters
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#item" class="md-nav__link">
+    Item
+  </a>
+  
+    <nav class="md-nav" aria-label="Item">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#count" class="md-nav__link">
+    Count
+  </a>
+  
+    <nav class="md-nav" aria-label="Count">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#capacity" class="md-nav__link">
+    Capacity
+  </a>
+  
+    <nav class="md-nav" aria-label="Capacity">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#fixedsizequeueint32" class="md-nav__link">
+    FixedSizeQueue(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="FixedSizeQueue(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#fixedsizequeueint32-ienumerablet" class="md-nav__link">
+    FixedSizeQueue(Int32, IEnumerable&lt;T&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="FixedSizeQueue(Int32, IEnumerable<T>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#enqueuet" class="md-nav__link">
+    Enqueue(T)
+  </a>
+  
+    <nav class="md-nav" aria-label="Enqueue(T)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getenumerator" class="md-nav__link">
+    GetEnumerator()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetEnumerator()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#type-parameters" class="md-nav__link">
+    Type Parameters
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#item" class="md-nav__link">
+    Item
+  </a>
+  
+    <nav class="md-nav" aria-label="Item">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#count" class="md-nav__link">
+    Count
+  </a>
+  
+    <nav class="md-nav" aria-label="Count">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#capacity" class="md-nav__link">
+    Capacity
+  </a>
+  
+    <nav class="md-nav" aria-label="Capacity">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#fixedsizequeueint32" class="md-nav__link">
+    FixedSizeQueue(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="FixedSizeQueue(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#fixedsizequeueint32-ienumerablet" class="md-nav__link">
+    FixedSizeQueue(Int32, IEnumerable&lt;T&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="FixedSizeQueue(Int32, IEnumerable<T>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#enqueuet" class="md-nav__link">
+    Enqueue(T)
+  </a>
+  
+    <nav class="md-nav" aria-label="Enqueue(T)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getenumerator" class="md-nav__link">
+    GetEnumerator()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetEnumerator()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="fixedsizequeuet">FixedSizeQueue&lt;T&gt;<a class="headerlink" href="#fixedsizequeuet" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Common</p>
+<p>A queue with fixed storage size.
+ Currently it's only a naive implementation and needs to be further optimized in the future.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">FixedSizeQueue</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="p">,</span><span class="w"> </span><span class="p">,</span><span class="w"> </span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Collections</span><span class="p">.</span><span class="n">IEnumerable</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="type-parameters">Type Parameters<a class="headerlink" href="#type-parameters" title="Permanent link"></a></h4>
+<p><code>T</code><br></p>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">FixedSizeQueue&lt;T&gt;</a><br>
+Implements IReadOnlyList&lt;T&gt;, IReadOnlyCollection&lt;T&gt;, IEnumerable&lt;T&gt;, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.ienumerable">IEnumerable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="item"><strong>Item</strong><a class="headerlink" href="#item" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">T</span><span class="w"> </span><span class="n">Item</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p>T<br></p>
+<h3 id="count"><strong>Count</strong><a class="headerlink" href="#count" title="Permanent link"></a></h3>
+<p>Number of items in this queue</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Count</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="capacity"><strong>Capacity</strong><a class="headerlink" href="#capacity" title="Permanent link"></a></h3>
+<p>Maximum number of items allowed in this queue</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Capacity</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="fixedsizequeueint32"><strong>FixedSizeQueue(Int32)</strong><a class="headerlink" href="#fixedsizequeueint32" title="Permanent link"></a></h3>
+<p>Create a new queue</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">FixedSizeQueue</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+the maximum number of items to store in this queue</p>
+<h3 id="fixedsizequeueint32-ienumerablet"><strong>FixedSizeQueue(Int32, IEnumerable&lt;T&gt;)</strong><a class="headerlink" href="#fixedsizequeueint32-ienumerablet" title="Permanent link"></a></h3>
+<p>Fill the quene with the data. Please ensure that data.Count &lt;= size</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">FixedSizeQueue</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">size</span><span class="p">,</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="w"> </span><span class="n">data</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>data</code> IEnumerable&lt;T&gt;<br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="enqueuet"><strong>Enqueue(T)</strong><a class="headerlink" href="#enqueuet" title="Permanent link"></a></h3>
+<p>Enquene an element.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Enqueue</span><span class="p">(</span><span class="n">T</span><span class="w"> </span><span class="n">item</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>item</code> T<br></p>
+<h3 id="getenumerator"><strong>GetEnumerator()</strong><a class="headerlink" href="#getenumerator" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerator</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="w"> </span><span class="n">GetEnumerator</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p>IEnumerator&lt;T&gt;<br></p>
+
+
+
+
+
+                
+              </article>
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+          
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
+    </li>
+  
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+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.common.inferenceparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.common.inferenceparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokenskeep" class="md-nav__link">
+    TokensKeep
+  </a>
+  
+    <nav class="md-nav" aria-label="TokensKeep">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#maxtokens" class="md-nav__link">
+    MaxTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="MaxTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logitbias" class="md-nav__link">
+    LogitBias
+  </a>
+  
+    <nav class="md-nav" aria-label="LogitBias">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#antiprompts" class="md-nav__link">
+    AntiPrompts
+  </a>
+  
+    <nav class="md-nav" aria-label="AntiPrompts">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topk" class="md-nav__link">
+    TopK
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topp" class="md-nav__link">
+    TopP
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minp" class="md-nav__link">
+    MinP
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tfsz" class="md-nav__link">
+    TfsZ
+  </a>
+  
+    <nav class="md-nav" aria-label="TfsZ">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typicalp" class="md-nav__link">
+    TypicalP
+  </a>
+  
+    <nav class="md-nav" aria-label="TypicalP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperature" class="md-nav__link">
+    Temperature
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatpenalty" class="md-nav__link">
+    RepeatPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatlasttokenscount" class="md-nav__link">
+    RepeatLastTokensCount
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatLastTokensCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#frequencypenalty" class="md-nav__link">
+    FrequencyPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="FrequencyPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#presencepenalty" class="md-nav__link">
+    PresencePenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="PresencePenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat" class="md-nav__link">
+    Mirostat
+  </a>
+  
+    <nav class="md-nav" aria-label="Mirostat">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostattau" class="md-nav__link">
+    MirostatTau
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatTau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostateta" class="md-nav__link">
+    MirostatEta
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatEta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalizenl" class="md-nav__link">
+    PenalizeNL
+  </a>
+  
+    <nav class="md-nav" aria-label="PenalizeNL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#samplingpipeline" class="md-nav__link">
+    SamplingPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="SamplingPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#inferenceparams_1" class="md-nav__link">
+    InferenceParams()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsinferenceparams" class="md-nav__link">
+    Equals(InferenceParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(InferenceParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokenskeep" class="md-nav__link">
+    TokensKeep
+  </a>
+  
+    <nav class="md-nav" aria-label="TokensKeep">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#maxtokens" class="md-nav__link">
+    MaxTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="MaxTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logitbias" class="md-nav__link">
+    LogitBias
+  </a>
+  
+    <nav class="md-nav" aria-label="LogitBias">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#antiprompts" class="md-nav__link">
+    AntiPrompts
+  </a>
+  
+    <nav class="md-nav" aria-label="AntiPrompts">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topk" class="md-nav__link">
+    TopK
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topp" class="md-nav__link">
+    TopP
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minp" class="md-nav__link">
+    MinP
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tfsz" class="md-nav__link">
+    TfsZ
+  </a>
+  
+    <nav class="md-nav" aria-label="TfsZ">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typicalp" class="md-nav__link">
+    TypicalP
+  </a>
+  
+    <nav class="md-nav" aria-label="TypicalP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperature" class="md-nav__link">
+    Temperature
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatpenalty" class="md-nav__link">
+    RepeatPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatlasttokenscount" class="md-nav__link">
+    RepeatLastTokensCount
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatLastTokensCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#frequencypenalty" class="md-nav__link">
+    FrequencyPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="FrequencyPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#presencepenalty" class="md-nav__link">
+    PresencePenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="PresencePenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat" class="md-nav__link">
+    Mirostat
+  </a>
+  
+    <nav class="md-nav" aria-label="Mirostat">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostattau" class="md-nav__link">
+    MirostatTau
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatTau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostateta" class="md-nav__link">
+    MirostatEta
+  </a>
+  
+    <nav class="md-nav" aria-label="MirostatEta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalizenl" class="md-nav__link">
+    PenalizeNL
+  </a>
+  
+    <nav class="md-nav" aria-label="PenalizeNL">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#samplingpipeline" class="md-nav__link">
+    SamplingPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="SamplingPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#inferenceparams_1" class="md-nav__link">
+    InferenceParams()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsinferenceparams" class="md-nav__link">
+    Equals(InferenceParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(InferenceParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="inferenceparams">InferenceParams<a class="headerlink" href="#inferenceparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Common</p>
+<p>The paramters used for inference.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">InferenceParams</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">IInferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Common</span><span class="p">.</span><span class="n">InferenceParams</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">InferenceParams</a><br>
+Implements <a href="../llama.abstractions.iinferenceparams/">IInferenceParams</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;InferenceParams&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="tokenskeep"><strong>TokensKeep</strong><a class="headerlink" href="#tokenskeep" title="Permanent link"></a></h3>
+<p>number of tokens to keep from initial prompt</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TokensKeep</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="maxtokens"><strong>MaxTokens</strong><a class="headerlink" href="#maxtokens" title="Permanent link"></a></h3>
+<p>how many new tokens to predict (n_predict), set to -1 to inifinitely generate response
+ until it complete.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">MaxTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="logitbias"><strong>LogitBias</strong><a class="headerlink" href="#logitbias" title="Permanent link"></a></h3>
+<p>logit bias for specific tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">LogitBias</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary&lt;LLamaToken, Single&gt;</a><br></p>
+<h3 id="antiprompts"><strong>AntiPrompts</strong><a class="headerlink" href="#antiprompts" title="Permanent link"></a></h3>
+<p>Sequences where the model will stop generating further tokens.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">AntiPrompts</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;String&gt;</a><br></p>
+<h3 id="topk"><strong>TopK</strong><a class="headerlink" href="#topk" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TopK</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="topp"><strong>TopP</strong><a class="headerlink" href="#topp" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TopP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="minp"><strong>MinP</strong><a class="headerlink" href="#minp" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MinP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="tfsz"><strong>TfsZ</strong><a class="headerlink" href="#tfsz" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TfsZ</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="typicalp"><strong>TypicalP</strong><a class="headerlink" href="#typicalp" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TypicalP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="temperature"><strong>Temperature</strong><a class="headerlink" href="#temperature" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="repeatpenalty"><strong>RepeatPenalty</strong><a class="headerlink" href="#repeatpenalty" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">RepeatPenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_10">Property Value<a class="headerlink" href="#property-value_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="repeatlasttokenscount"><strong>RepeatLastTokensCount</strong><a class="headerlink" href="#repeatlasttokenscount" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">RepeatLastTokensCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_11">Property Value<a class="headerlink" href="#property-value_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="frequencypenalty"><strong>FrequencyPenalty</strong><a class="headerlink" href="#frequencypenalty" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">FrequencyPenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_12">Property Value<a class="headerlink" href="#property-value_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="presencepenalty"><strong>PresencePenalty</strong><a class="headerlink" href="#presencepenalty" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">PresencePenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_13">Property Value<a class="headerlink" href="#property-value_13" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="mirostat"><strong>Mirostat</strong><a class="headerlink" href="#mirostat" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MirostatType</span><span class="w"> </span><span class="n">Mirostat</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_14">Property Value<a class="headerlink" href="#property-value_14" title="Permanent link"></a></h4>
+<p><a href="../llama.common.mirostattype/">MirostatType</a><br></p>
+<h3 id="mirostattau"><strong>MirostatTau</strong><a class="headerlink" href="#mirostattau" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MirostatTau</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_15">Property Value<a class="headerlink" href="#property-value_15" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="mirostateta"><strong>MirostatEta</strong><a class="headerlink" href="#mirostateta" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MirostatEta</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_16">Property Value<a class="headerlink" href="#property-value_16" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="penalizenl"><strong>PenalizeNL</strong><a class="headerlink" href="#penalizenl" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">PenalizeNL</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_17">Property Value<a class="headerlink" href="#property-value_17" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_18">Property Value<a class="headerlink" href="#property-value_18" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h3 id="samplingpipeline"><strong>SamplingPipeline</strong><a class="headerlink" href="#samplingpipeline" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="n">SamplingPipeline</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_19">Property Value<a class="headerlink" href="#property-value_19" title="Permanent link"></a></h4>
+<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="inferenceparams_1"><strong>InferenceParams()</strong><a class="headerlink" href="#inferenceparams_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">InferenceParams</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsinferenceparams"><strong>Equals(InferenceParams)</strong><a class="headerlink" href="#equalsinferenceparams" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">InferenceParams</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">InferenceParams</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">InferenceParams</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">InferenceParams</a><br></p>
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
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+            
+          
+        </ul>
+      </nav>
+    </li>
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+          API Reference
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+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
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+          
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+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.common.mirostattype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.common.mirostattype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="mirostattype">MirostatType<a class="headerlink" href="#mirostattype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Common</p>
+<p>Type of "mirostat" sampling to use.
+ <a href="https://github.com/basusourya/mirostat">https://github.com/basusourya/mirostat</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">MirostatType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">MirostatType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Disable</td>
+<td align="right">0</td>
+<td>Disable Mirostat sampling</td>
+</tr>
+<tr>
+<td>Mirostat</td>
+<td align="right">1</td>
+<td>Original mirostat algorithm</td>
+</tr>
+<tr>
+<td>Mirostat2</td>
+<td align="right">2</td>
+<td>Mirostat 2.0 algorithm</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
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+          
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diff --git a/0.11.1/xmldocs/llama.common.modelparams/index.html b/0.11.1/xmldocs/llama.common.modelparams/index.html
new file mode 100644
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+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.common.modelparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.common.modelparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#maingpu" class="md-nav__link">
+    MainGpu
+  </a>
+  
+    <nav class="md-nav" aria-label="MainGpu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#splitmode" class="md-nav__link">
+    SplitMode
+  </a>
+  
+    <nav class="md-nav" aria-label="SplitMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gpulayercount" class="md-nav__link">
+    GpuLayerCount
+  </a>
+  
+    <nav class="md-nav" aria-label="GpuLayerCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    Seed
+  </a>
+  
+    <nav class="md-nav" aria-label="Seed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorymap" class="md-nav__link">
+    UseMemorymap
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemorymap">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorylock" class="md-nav__link">
+    UseMemoryLock
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemoryLock">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modelpath" class="md-nav__link">
+    ModelPath
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelPath">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loraadapters" class="md-nav__link">
+    LoraAdapters
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraAdapters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lorabase" class="md-nav__link">
+    LoraBase
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#threads" class="md-nav__link">
+    Threads
+  </a>
+  
+    <nav class="md-nav" aria-label="Threads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchthreads" class="md-nav__link">
+    BatchThreads
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchThreads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchsize" class="md-nav__link">
+    BatchSize
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingmode" class="md-nav__link">
+    EmbeddingMode
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplits" class="md-nav__link">
+    TensorSplits
+  </a>
+  
+    <nav class="md-nav" aria-label="TensorSplits">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverrides" class="md-nav__link">
+    MetadataOverrides
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverrides">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencybase" class="md-nav__link">
+    RopeFrequencyBase
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencyscale" class="md-nav__link">
+    RopeFrequencyScale
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyScale">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnextrapolationfactor" class="md-nav__link">
+    YarnExtrapolationFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnExtrapolationFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnattentionfactor" class="md-nav__link">
+    YarnAttentionFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnAttentionFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetafast" class="md-nav__link">
+    YarnBetaFast
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaFast">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_20" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetaslow" class="md-nav__link">
+    YarnBetaSlow
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaSlow">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_21" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnoriginalcontext" class="md-nav__link">
+    YarnOriginalContext
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnOriginalContext">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_22" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnscalingtype" class="md-nav__link">
+    YarnScalingType
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnScalingType">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_23" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typek" class="md-nav__link">
+    TypeK
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_24" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typev" class="md-nav__link">
+    TypeV
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeV">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_25" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nokqvoffload" class="md-nav__link">
+    NoKqvOffload
+  </a>
+  
+    <nav class="md-nav" aria-label="NoKqvOffload">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_26" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#defragthreshold" class="md-nav__link">
+    DefragThreshold
+  </a>
+  
+    <nav class="md-nav" aria-label="DefragThreshold">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_27" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dopooling" class="md-nav__link">
+    DoPooling
+  </a>
+  
+    <nav class="md-nav" aria-label="DoPooling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_28" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#vocabonly" class="md-nav__link">
+    VocabOnly
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabOnly">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_29" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#encoding" class="md-nav__link">
+    Encoding
+  </a>
+  
+    <nav class="md-nav" aria-label="Encoding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_30" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#modelparamsstring" class="md-nav__link">
+    ModelParams(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelParams(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsmodelparams" class="md-nav__link">
+    Equals(ModelParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ModelParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#maingpu" class="md-nav__link">
+    MainGpu
+  </a>
+  
+    <nav class="md-nav" aria-label="MainGpu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#splitmode" class="md-nav__link">
+    SplitMode
+  </a>
+  
+    <nav class="md-nav" aria-label="SplitMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gpulayercount" class="md-nav__link">
+    GpuLayerCount
+  </a>
+  
+    <nav class="md-nav" aria-label="GpuLayerCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    Seed
+  </a>
+  
+    <nav class="md-nav" aria-label="Seed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorymap" class="md-nav__link">
+    UseMemorymap
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemorymap">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usememorylock" class="md-nav__link">
+    UseMemoryLock
+  </a>
+  
+    <nav class="md-nav" aria-label="UseMemoryLock">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modelpath" class="md-nav__link">
+    ModelPath
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelPath">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loraadapters" class="md-nav__link">
+    LoraAdapters
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraAdapters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lorabase" class="md-nav__link">
+    LoraBase
+  </a>
+  
+    <nav class="md-nav" aria-label="LoraBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#threads" class="md-nav__link">
+    Threads
+  </a>
+  
+    <nav class="md-nav" aria-label="Threads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchthreads" class="md-nav__link">
+    BatchThreads
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchThreads">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchsize" class="md-nav__link">
+    BatchSize
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_12" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingmode" class="md-nav__link">
+    EmbeddingMode
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingMode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_13" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensorsplits" class="md-nav__link">
+    TensorSplits
+  </a>
+  
+    <nav class="md-nav" aria-label="TensorSplits">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_14" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadataoverrides" class="md-nav__link">
+    MetadataOverrides
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataOverrides">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_15" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencybase" class="md-nav__link">
+    RopeFrequencyBase
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyBase">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_16" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequencyscale" class="md-nav__link">
+    RopeFrequencyScale
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequencyScale">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_17" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnextrapolationfactor" class="md-nav__link">
+    YarnExtrapolationFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnExtrapolationFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_18" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnattentionfactor" class="md-nav__link">
+    YarnAttentionFactor
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnAttentionFactor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_19" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetafast" class="md-nav__link">
+    YarnBetaFast
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaFast">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_20" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnbetaslow" class="md-nav__link">
+    YarnBetaSlow
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnBetaSlow">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_21" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnoriginalcontext" class="md-nav__link">
+    YarnOriginalContext
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnOriginalContext">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_22" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarnscalingtype" class="md-nav__link">
+    YarnScalingType
+  </a>
+  
+    <nav class="md-nav" aria-label="YarnScalingType">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_23" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typek" class="md-nav__link">
+    TypeK
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_24" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typev" class="md-nav__link">
+    TypeV
+  </a>
+  
+    <nav class="md-nav" aria-label="TypeV">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_25" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nokqvoffload" class="md-nav__link">
+    NoKqvOffload
+  </a>
+  
+    <nav class="md-nav" aria-label="NoKqvOffload">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_26" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#defragthreshold" class="md-nav__link">
+    DefragThreshold
+  </a>
+  
+    <nav class="md-nav" aria-label="DefragThreshold">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_27" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dopooling" class="md-nav__link">
+    DoPooling
+  </a>
+  
+    <nav class="md-nav" aria-label="DoPooling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_28" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#vocabonly" class="md-nav__link">
+    VocabOnly
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabOnly">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_29" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#encoding" class="md-nav__link">
+    Encoding
+  </a>
+  
+    <nav class="md-nav" aria-label="Encoding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_30" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#modelparamsstring" class="md-nav__link">
+    ModelParams(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelParams(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsmodelparams" class="md-nav__link">
+    Equals(ModelParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ModelParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="modelparams">ModelParams<a class="headerlink" href="#modelparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Common</p>
+<p>The parameters for initializing a LLama model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ModelParams</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">ILLamaParams</span><span class="p">,</span><span class="w"> </span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">IModelParams</span><span class="p">,</span><span class="w"> </span><span class="n">LLama</span><span class="p">.</span><span class="n">Abstractions</span><span class="p">.</span><span class="n">IContextParams</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Common</span><span class="p">.</span><span class="n">ModelParams</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ModelParams</a><br>
+Implements <a href="../llama.abstractions.illamaparams/">ILLamaParams</a>, <a href="../llama.abstractions.imodelparams/">IModelParams</a>, <a href="../llama.abstractions.icontextparams/">IContextParams</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ModelParams&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="contextsize"><strong>ContextSize</strong><a class="headerlink" href="#contextsize" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ContextSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="maingpu"><strong>MainGpu</strong><a class="headerlink" href="#maingpu" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">MainGpu</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="splitmode"><strong>SplitMode</strong><a class="headerlink" href="#splitmode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">GPUSplitMode</span><span class="w"> </span><span class="n">SplitMode</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="../llama.native.gpusplitmode/">GPUSplitMode</a><br></p>
+<h3 id="gpulayercount"><strong>GpuLayerCount</strong><a class="headerlink" href="#gpulayercount" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">GpuLayerCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="seed"><strong>Seed</strong><a class="headerlink" href="#seed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">Seed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="usememorymap"><strong>UseMemorymap</strong><a class="headerlink" href="#usememorymap" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">UseMemorymap</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="usememorylock"><strong>UseMemoryLock</strong><a class="headerlink" href="#usememorylock" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">UseMemoryLock</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="modelpath"><strong>ModelPath</strong><a class="headerlink" href="#modelpath" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">ModelPath</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="loraadapters"><strong>LoraAdapters</strong><a class="headerlink" href="#loraadapters" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">AdapterCollection</span><span class="w"> </span><span class="n">LoraAdapters</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.adaptercollection/">AdapterCollection</a><br></p>
+<h3 id="lorabase"><strong>LoraBase</strong><a class="headerlink" href="#lorabase" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">LoraBase</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="threads"><strong>Threads</strong><a class="headerlink" href="#threads" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Threads</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_10">Property Value<a class="headerlink" href="#property-value_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="batchthreads"><strong>BatchThreads</strong><a class="headerlink" href="#batchthreads" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">BatchThreads</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_11">Property Value<a class="headerlink" href="#property-value_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="batchsize"><strong>BatchSize</strong><a class="headerlink" href="#batchsize" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">BatchSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_12">Property Value<a class="headerlink" href="#property-value_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="embeddingmode"><strong>EmbeddingMode</strong><a class="headerlink" href="#embeddingmode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">EmbeddingMode</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_13">Property Value<a class="headerlink" href="#property-value_13" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="tensorsplits"><strong>TensorSplits</strong><a class="headerlink" href="#tensorsplits" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">TensorSplitsCollection</span><span class="w"> </span><span class="n">TensorSplits</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_14">Property Value<a class="headerlink" href="#property-value_14" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.tensorsplitscollection/">TensorSplitsCollection</a><br></p>
+<h3 id="metadataoverrides"><strong>MetadataOverrides</strong><a class="headerlink" href="#metadataoverrides" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">MetadataOverride</span><span class="o">&gt;</span><span class="w"> </span><span class="n">MetadataOverrides</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_15">Property Value<a class="headerlink" href="#property-value_15" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;MetadataOverride&gt;</a><br></p>
+<h3 id="ropefrequencybase"><strong>RopeFrequencyBase</strong><a class="headerlink" href="#ropefrequencybase" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">RopeFrequencyBase</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_16">Property Value<a class="headerlink" href="#property-value_16" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="ropefrequencyscale"><strong>RopeFrequencyScale</strong><a class="headerlink" href="#ropefrequencyscale" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">RopeFrequencyScale</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_17">Property Value<a class="headerlink" href="#property-value_17" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnextrapolationfactor"><strong>YarnExtrapolationFactor</strong><a class="headerlink" href="#yarnextrapolationfactor" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnExtrapolationFactor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_18">Property Value<a class="headerlink" href="#property-value_18" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnattentionfactor"><strong>YarnAttentionFactor</strong><a class="headerlink" href="#yarnattentionfactor" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnAttentionFactor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_19">Property Value<a class="headerlink" href="#property-value_19" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnbetafast"><strong>YarnBetaFast</strong><a class="headerlink" href="#yarnbetafast" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnBetaFast</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_20">Property Value<a class="headerlink" href="#property-value_20" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnbetaslow"><strong>YarnBetaSlow</strong><a class="headerlink" href="#yarnbetaslow" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnBetaSlow</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_21">Property Value<a class="headerlink" href="#property-value_21" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Single&gt;</a><br></p>
+<h3 id="yarnoriginalcontext"><strong>YarnOriginalContext</strong><a class="headerlink" href="#yarnoriginalcontext" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">uint</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnOriginalContext</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_22">Property Value<a class="headerlink" href="#property-value_22" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;UInt32&gt;</a><br></p>
+<h3 id="yarnscalingtype"><strong>YarnScalingType</strong><a class="headerlink" href="#yarnscalingtype" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">RopeScalingType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">YarnScalingType</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_23">Property Value<a class="headerlink" href="#property-value_23" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;RopeScalingType&gt;</a><br></p>
+<h3 id="typek"><strong>TypeK</strong><a class="headerlink" href="#typek" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">GGMLType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TypeK</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_24">Property Value<a class="headerlink" href="#property-value_24" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;GGMLType&gt;</a><br></p>
+<h3 id="typev"><strong>TypeV</strong><a class="headerlink" href="#typev" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">GGMLType</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TypeV</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_25">Property Value<a class="headerlink" href="#property-value_25" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;GGMLType&gt;</a><br></p>
+<h3 id="nokqvoffload"><strong>NoKqvOffload</strong><a class="headerlink" href="#nokqvoffload" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">NoKqvOffload</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_26">Property Value<a class="headerlink" href="#property-value_26" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="defragthreshold"><strong>DefragThreshold</strong><a class="headerlink" href="#defragthreshold" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">DefragThreshold</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_27">Property Value<a class="headerlink" href="#property-value_27" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="dopooling"><strong>DoPooling</strong><a class="headerlink" href="#dopooling" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">DoPooling</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_28">Property Value<a class="headerlink" href="#property-value_28" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="vocabonly"><strong>VocabOnly</strong><a class="headerlink" href="#vocabonly" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">VocabOnly</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_29">Property Value<a class="headerlink" href="#property-value_29" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="encoding"><strong>Encoding</strong><a class="headerlink" href="#encoding" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_30">Property Value<a class="headerlink" href="#property-value_30" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="modelparamsstring"><strong>ModelParams(String)</strong><a class="headerlink" href="#modelparamsstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ModelParams</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>modelPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The model path.</p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsmodelparams"><strong>Equals(ModelParams)</strong><a class="headerlink" href="#equalsmodelparams" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ModelParams</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ModelParams</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ModelParams</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ModelParams</a><br></p>
+
+
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new file mode 100644
index 00000000..d511e205
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
+    </li>
+  
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+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.grammarexpectedname
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarexpectedname
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarexpectedname">GrammarExpectedName<a class="headerlink" href="#grammarexpectedname" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>Failed to parse a "name" element when one was expected</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarExpectedName</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarExpectedName</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.exceptions.grammarexpectednext/index.html b/0.11.1/xmldocs/llama.exceptions.grammarexpectednext/index.html
new file mode 100644
index 00000000..dcf23005
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+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.grammarexpectednext
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarexpectednext
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarexpectednext">GrammarExpectedNext<a class="headerlink" href="#grammarexpectednext" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>A specified string was expected when parsing</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarExpectedNext</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarExpectedNext</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
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diff --git a/0.11.1/xmldocs/llama.exceptions.grammarexpectedprevious/index.html b/0.11.1/xmldocs/llama.exceptions.grammarexpectedprevious/index.html
new file mode 100644
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+
+<!doctype html>
+<html lang="en" class="no-js">
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+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../llama.exceptions.grammarexpectednext/">
+      
+      
+        <link rel="next" href="../llama.exceptions.grammarformatexception/">
+      
+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
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+    </li>
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+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+          
+            
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+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
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+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
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+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
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+            
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
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+            
+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
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+            
+          
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+    <li class="md-nav__item md-nav__item--active">
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+          <span class="md-nav__icon md-icon"></span>
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+      
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+        llama.exceptions.grammarexpectedprevious
+      </a>
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+      Table of contents
+    </label>
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+  
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+        
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+  
+</li>
+        
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+  <a href="#innerexception" class="md-nav__link">
+    InnerException
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+  
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+      <ul class="md-nav__list">
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+    Property Value
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+        
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+    HelpLink
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+      <ul class="md-nav__list">
+        
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+    Property Value
+  </a>
+  
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+        
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
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+    Property Value
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+  
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+        
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+  
+</li>
+        
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+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
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+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarexpectedprevious">GrammarExpectedPrevious<a class="headerlink" href="#grammarexpectedprevious" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>A specified character was expected to preceded another when parsing</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarExpectedPrevious</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarExpectedPrevious</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
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+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
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+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
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diff --git a/0.11.1/xmldocs/llama.exceptions.grammarformatexception/index.html b/0.11.1/xmldocs/llama.exceptions.grammarformatexception/index.html
new file mode 100644
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--- /dev/null
+++ b/0.11.1/xmldocs/llama.exceptions.grammarformatexception/index.html
@@ -0,0 +1,3203 @@
+
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+    
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+      <a href="../" class="md-nav__link">
+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.grammarformatexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarformatexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarformatexception">GrammarFormatException<a class="headerlink" href="#grammarformatexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>Base class for all grammar exceptions</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarFormatException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Exception</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="./">GrammarFormatException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
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+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
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+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
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diff --git a/0.11.1/xmldocs/llama.exceptions.grammarunexpectedcharaltelement/index.html b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedcharaltelement/index.html
new file mode 100644
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+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.grammarunexpectedcharaltelement
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarunexpectedcharaltelement">GrammarUnexpectedCharAltElement<a class="headerlink" href="#grammarunexpectedcharaltelement" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>A CHAR_ALT was created without a preceding CHAR element</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarUnexpectedCharAltElement</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarUnexpectedCharAltElement</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.exceptions.grammarunexpectedcharrngelement/index.html b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedcharrngelement/index.html
new file mode 100644
index 00000000..89396584
--- /dev/null
+++ b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedcharrngelement/index.html
@@ -0,0 +1,3203 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
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+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../llama.exceptions.grammarunexpectedcharaltelement/">
+      
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+        <link rel="next" href="../llama.exceptions.grammarunexpectedendelement/">
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+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
+        <title>llama.exceptions.grammarunexpectedcharrngelement - LLamaSharp Documentation</title>
+      
+    
+    
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+            
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
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+          
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
+            
+              
+  
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+    <li class="md-nav__item">
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+        Instruct executor - basic
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+          
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
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+    </li>
+  
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+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
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+          
+            
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+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
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+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+  
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
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+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
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+          
+        </ul>
+      </nav>
+    </li>
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+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
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+            
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+  
+    
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+          llama.exceptions.grammarunexpectedcharrngelement
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+      
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+  
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+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
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+  <a href="#properties" class="md-nav__link">
+    Properties
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+    TargetSite
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+        
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+  
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+        
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+    Message
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+      <ul class="md-nav__list">
+        
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+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
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+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
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+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
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+      <ul class="md-nav__list">
+        
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+    Property Value
+  </a>
+  
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+        
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+        
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+  <a href="#helplink" class="md-nav__link">
+    HelpLink
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+  
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+      <ul class="md-nav__list">
+        
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+    Property Value
+  </a>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
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+  
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+        
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+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarunexpectedcharrngelement">GrammarUnexpectedCharRngElement<a class="headerlink" href="#grammarunexpectedcharrngelement" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>A CHAR_RNG was created without a preceding CHAR element</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarUnexpectedCharRngElement</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarUnexpectedCharRngElement</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
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diff --git a/0.11.1/xmldocs/llama.exceptions.grammarunexpectedendelement/index.html b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedendelement/index.html
new file mode 100644
index 00000000..8a43e430
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+++ b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedendelement/index.html
@@ -0,0 +1,3203 @@
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+    
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
+    </li>
+  
+
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+      <a href="../" class="md-nav__link">
+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+  
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+          
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+              
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.grammarunexpectedendelement
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarunexpectedendelement">GrammarUnexpectedEndElement<a class="headerlink" href="#grammarunexpectedendelement" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>An END was encountered before the last element</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarUnexpectedEndElement</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarUnexpectedEndElement</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
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diff --git a/0.11.1/xmldocs/llama.exceptions.grammarunexpectedendofinput/index.html b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedendofinput/index.html
new file mode 100644
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.grammarunexpectedendofinput
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarunexpectedendofinput">GrammarUnexpectedEndOfInput<a class="headerlink" href="#grammarunexpectedendofinput" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>End-of-file was encountered while parsing</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarUnexpectedEndOfInput</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarUnexpectedEndOfInput</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.exceptions.grammarunexpectedhexcharscount/index.html b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedhexcharscount/index.html
new file mode 100644
index 00000000..d8f20e03
--- /dev/null
+++ b/0.11.1/xmldocs/llama.exceptions.grammarunexpectedhexcharscount/index.html
@@ -0,0 +1,3203 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../llama.exceptions.grammarunexpectedendofinput/">
+      
+      
+        <link rel="next" href="../llama.exceptions.grammarunknownescapecharacter/">
+      
+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
+        <title>llama.exceptions.grammarunexpectedhexcharscount - LLamaSharp Documentation</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
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+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
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+          
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+              
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+    <li class="md-nav__item">
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+        Chinese LLM - with GB2312 encoding
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+  
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+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+    </li>
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+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
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+            
+          
+        </ul>
+      </nav>
+    </li>
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+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+            
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+  
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+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
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+      
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+          llama.exceptions.grammarunexpectedhexcharscount
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
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+      <ul class="md-nav__list">
+        
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+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
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+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
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+        
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+  
+</li>
+        
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+  <a href="#message" class="md-nav__link">
+    Message
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+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
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+    Property Value
+  </a>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+        
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+  <a href="#data" class="md-nav__link">
+    Data
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+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
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+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
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+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
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+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
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+        
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
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+  
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+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarunexpectedhexcharscount">GrammarUnexpectedHexCharsCount<a class="headerlink" href="#grammarunexpectedhexcharscount" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>An incorrect number of characters were encountered while parsing a hex literal</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarUnexpectedHexCharsCount</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarUnexpectedHexCharsCount</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
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diff --git a/0.11.1/xmldocs/llama.exceptions.grammarunknownescapecharacter/index.html b/0.11.1/xmldocs/llama.exceptions.grammarunknownescapecharacter/index.html
new file mode 100644
index 00000000..428b9653
--- /dev/null
+++ b/0.11.1/xmldocs/llama.exceptions.grammarunknownescapecharacter/index.html
@@ -0,0 +1,3203 @@
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+    
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
+    </li>
+  
+
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+      <a href="../" class="md-nav__link">
+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+  
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+          
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+              
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.grammarunknownescapecharacter
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarunknownescapecharacter">GrammarUnknownEscapeCharacter<a class="headerlink" href="#grammarunknownescapecharacter" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>An unexpected character was encountered after an escape sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarUnknownEscapeCharacter</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">GrammarFormatException</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a> → <a href="./">GrammarUnknownEscapeCharacter</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.exceptions.llamadecodeerror/index.html b/0.11.1/xmldocs/llama.exceptions.llamadecodeerror/index.html
new file mode 100644
index 00000000..383182bc
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
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+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
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+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.llamadecodeerror
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.llamadecodeerror
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returncode" class="md-nav__link">
+    ReturnCode
+  </a>
+  
+    <nav class="md-nav" aria-label="ReturnCode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamadecodeerrordecoderesult" class="md-nav__link">
+    LLamaDecodeError(DecodeResult)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaDecodeError(DecodeResult)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returncode" class="md-nav__link">
+    ReturnCode
+  </a>
+  
+    <nav class="md-nav" aria-label="ReturnCode">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamadecodeerrordecoderesult" class="md-nav__link">
+    LLamaDecodeError(DecodeResult)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaDecodeError(DecodeResult)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamadecodeerror">LLamaDecodeError<a class="headerlink" href="#llamadecodeerror" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p><code>llama_decode</code> return a non-zero status code</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaDecodeError</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">RuntimeError</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.runtimeerror/">RuntimeError</a> → <a href="./">LLamaDecodeError</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="returncode"><strong>ReturnCode</strong><a class="headerlink" href="#returncode" title="Permanent link"></a></h3>
+<p>The return status code</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">DecodeResult</span><span class="w"> </span><span class="n">ReturnCode</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.native.decoderesult/">DecodeResult</a><br></p>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamadecodeerrordecoderesult"><strong>LLamaDecodeError(DecodeResult)</strong><a class="headerlink" href="#llamadecodeerrordecoderesult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaDecodeError</span><span class="p">(</span><span class="n">DecodeResult</span><span class="w"> </span><span class="n">returnCode</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>returnCode</code> <a href="../llama.native.decoderesult/">DecodeResult</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.exceptions.loadweightsfailedexception/index.html b/0.11.1/xmldocs/llama.exceptions.loadweightsfailedexception/index.html
new file mode 100644
index 00000000..b8ab5400
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.exceptions.loadweightsfailedexception
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#modelpath" class="md-nav__link">
+    ModelPath
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelPath">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#loadweightsfailedexceptionstring" class="md-nav__link">
+    LoadWeightsFailedException(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadWeightsFailedException(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#modelpath" class="md-nav__link">
+    ModelPath
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelPath">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#loadweightsfailedexceptionstring" class="md-nav__link">
+    LoadWeightsFailedException(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadWeightsFailedException(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="loadweightsfailedexception">LoadWeightsFailedException<a class="headerlink" href="#loadweightsfailedexception" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>Loading model weights failed</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LoadWeightsFailedException</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">RuntimeError</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="../llama.exceptions.runtimeerror/">RuntimeError</a> → <a href="./">LoadWeightsFailedException</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="modelpath"><strong>ModelPath</strong><a class="headerlink" href="#modelpath" title="Permanent link"></a></h3>
+<p>The model path which failed to load</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">ModelPath</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="loadweightsfailedexceptionstring"><strong>LoadWeightsFailedException(String)</strong><a class="headerlink" href="#loadweightsfailedexceptionstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LoadWeightsFailedException</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>modelPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.exceptions.runtimeerror/index.html b/0.11.1/xmldocs/llama.exceptions.runtimeerror/index.html
new file mode 100644
index 00000000..b2f051ca
--- /dev/null
+++ b/0.11.1/xmldocs/llama.exceptions.runtimeerror/index.html
@@ -0,0 +1,3276 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
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+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
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+      
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
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+          
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
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+          llama.exceptions.runtimeerror
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.exceptions.runtimeerror
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
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+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#runtimeerrorstring" class="md-nav__link">
+    RuntimeError(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="RuntimeError(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#targetsite" class="md-nav__link">
+    TargetSite
+  </a>
+  
+    <nav class="md-nav" aria-label="TargetSite">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#innerexception" class="md-nav__link">
+    InnerException
+  </a>
+  
+    <nav class="md-nav" aria-label="InnerException">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#helplink" class="md-nav__link">
+    HelpLink
+  </a>
+  
+    <nav class="md-nav" aria-label="HelpLink">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#source" class="md-nav__link">
+    Source
+  </a>
+  
+    <nav class="md-nav" aria-label="Source">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#hresult" class="md-nav__link">
+    HResult
+  </a>
+  
+    <nav class="md-nav" aria-label="HResult">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#stacktrace" class="md-nav__link">
+    StackTrace
+  </a>
+  
+    <nav class="md-nav" aria-label="StackTrace">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#runtimeerrorstring" class="md-nav__link">
+    RuntimeError(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="RuntimeError(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="runtimeerror">RuntimeError<a class="headerlink" href="#runtimeerror" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Exceptions</p>
+<p>Base class for LLamaSharp runtime errors (i.e. errors produced by llama.cpp, converted into exceptions)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">RuntimeError</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Exception</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">Serialization</span><span class="p">.</span><span class="n">ISerializable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a> → <a href="./">RuntimeError</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.serialization.iserializable">ISerializable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="targetsite"><strong>TargetSite</strong><a class="headerlink" href="#targetsite" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">MethodBase</span><span class="w"> </span><span class="n">TargetSite</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.reflection.methodbase">MethodBase</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IDictionary</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.idictionary">IDictionary</a><br></p>
+<h3 id="innerexception"><strong>InnerException</strong><a class="headerlink" href="#innerexception" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Exception</span><span class="w"> </span><span class="n">InnerException</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.exception">Exception</a><br></p>
+<h3 id="helplink"><strong>HelpLink</strong><a class="headerlink" href="#helplink" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">HelpLink</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="source"><strong>Source</strong><a class="headerlink" href="#source" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Source</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="hresult"><strong>HResult</strong><a class="headerlink" href="#hresult" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">HResult</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="stacktrace"><strong>StackTrace</strong><a class="headerlink" href="#stacktrace" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">StackTrace</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="runtimeerrorstring"><strong>RuntimeError(String)</strong><a class="headerlink" href="#runtimeerrorstring" title="Permanent link"></a></h3>
+<p>Create a new RuntimeError</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">RuntimeError</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
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+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
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+</div>
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+</footer>
+      
+    </div>
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+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.extensions.icontextparamsextensions/index.html b/0.11.1/xmldocs/llama.extensions.icontextparamsextensions/index.html
new file mode 100644
index 00000000..15a427ad
--- /dev/null
+++ b/0.11.1/xmldocs/llama.extensions.icontextparamsextensions/index.html
@@ -0,0 +1,2906 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../llama.exceptions.runtimeerror/">
+      
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+        <link rel="next" href="../llama.extensions.imodelparamsextensions/">
+      
+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
+        <title>llama.extensions.icontextparamsextensions - LLamaSharp Documentation</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
+      
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+
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+      
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+        
+        <link rel="preconnect" href="https://fonts.gstatic.com" crossorigin>
+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Fira+Sans:300,300i,400,400i,700,700i%7CFira+Mono:400,400i,700,700i&display=fallback">
+        <style>:root{--md-text-font:"Fira Sans";--md-code-font:"Fira Mono"}</style>
+      
+    
+    
+      <link rel="stylesheet" href="../../css/extra.css?v=14">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+        
+        <a href="#icontextparamsextensions" class="md-skip">
+          Skip to content
+        </a>
+      
+    </div>
+    <div data-md-component="announce">
+      
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+    
+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
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+    
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+      
+
+  
+
+<header class="md-header md-header--shadow" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="LLamaSharp Documentation" class="md-header__button md-logo" aria-label="LLamaSharp Documentation" data-md-component="logo">
+      
+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 9h5.5L13 3.5V9M6 2h8l6 6v12a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V4c0-1.11.89-2 2-2m9 16v-2H6v2h9m3-4v-2H6v2h12Z"/></svg>
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
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+          <span class="md-ellipsis">
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+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
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+    
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+        <form class="md-header__option" data-md-component="palette">
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.extensions.icontextparamsextensions
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.extensions.icontextparamsextensions
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tollamacontextparamsicontextparams-llamacontextparams" class="md-nav__link">
+    ToLlamaContextParams(IContextParams, LLamaContextParams&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToLlamaContextParams(IContextParams, LLamaContextParams&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tollamacontextparamsicontextparams-llamacontextparams" class="md-nav__link">
+    ToLlamaContextParams(IContextParams, LLamaContextParams&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToLlamaContextParams(IContextParams, LLamaContextParams&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="icontextparamsextensions">IContextParamsExtensions<a class="headerlink" href="#icontextparamsextensions" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Extensions</p>
+<p>Extention methods to the IContextParams interface</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">IContextParamsExtensions</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">IContextParamsExtensions</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tollamacontextparamsicontextparams-llamacontextparams"><strong>ToLlamaContextParams(IContextParams, LLamaContextParams&amp;)</strong><a class="headerlink" href="#tollamacontextparamsicontextparams-llamacontextparams" title="Permanent link"></a></h3>
+<p>Convert the given <code>IModelParams</code> into a <code>LLamaContextParams</code></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ToLlamaContextParams</span><span class="p">(</span><span class="n">IContextParams</span><span class="w"> </span><span class="k">params</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaContextParams</span><span class="o">&amp;</span><span class="w"> </span><span class="n">result</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>params</code> <a href="../llama.abstractions.icontextparams/">IContextParams</a><br></p>
+<p><code>result</code> <a href="./llama.native.llamacontextparams&amp;.md">LLamaContextParams&amp;</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.io.filenotfoundexception">FileNotFoundException</a><br></p>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
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diff --git a/0.11.1/xmldocs/llama.extensions.imodelparamsextensions/index.html b/0.11.1/xmldocs/llama.extensions.imodelparamsextensions/index.html
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+++ b/0.11.1/xmldocs/llama.extensions.imodelparamsextensions/index.html
@@ -0,0 +1,2922 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
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+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
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+      
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+    
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+        Customize the native library loading
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
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+        Understand LLamaContext
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
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+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
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+  
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
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+            
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.extensions.imodelparamsextensions
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.extensions.imodelparamsextensions
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tollamamodelparamsimodelparams-llamamodelparams" class="md-nav__link">
+    ToLlamaModelParams(IModelParams, LLamaModelParams&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToLlamaModelParams(IModelParams, LLamaModelParams&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tollamamodelparamsimodelparams-llamamodelparams" class="md-nav__link">
+    ToLlamaModelParams(IModelParams, LLamaModelParams&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToLlamaModelParams(IModelParams, LLamaModelParams&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="imodelparamsextensions">IModelParamsExtensions<a class="headerlink" href="#imodelparamsextensions" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Extensions</p>
+<p>Extention methods to the IModelParams interface</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">IModelParamsExtensions</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">IModelParamsExtensions</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tollamamodelparamsimodelparams-llamamodelparams"><strong>ToLlamaModelParams(IModelParams, LLamaModelParams&amp;)</strong><a class="headerlink" href="#tollamamodelparamsimodelparams-llamamodelparams" title="Permanent link"></a></h3>
+<p>Convert the given <code>IModelParams</code> into a <code>LLamaModelParams</code></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">IDisposable</span><span class="w"> </span><span class="nf">ToLlamaModelParams</span><span class="p">(</span><span class="n">IModelParams</span><span class="w"> </span><span class="k">params</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaModelParams</span><span class="o">&amp;</span><span class="w"> </span><span class="n">result</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>params</code> <a href="../llama.abstractions.imodelparams/">IModelParams</a><br></p>
+<p><code>result</code> <a href="./llama.native.llamamodelparams&amp;.md">LLamaModelParams&amp;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.io.filenotfoundexception">FileNotFoundException</a><br></p>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
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diff --git a/0.11.1/xmldocs/llama.grammars.grammar/index.html b/0.11.1/xmldocs/llama.grammars.grammar/index.html
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+        Use ChatSession
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
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+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    </li>
+  
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+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.grammars.grammar
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.grammars.grammar
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#startruleindex" class="md-nav__link">
+    StartRuleIndex
+  </a>
+  
+    <nav class="md-nav" aria-label="StartRuleIndex">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rules" class="md-nav__link">
+    Rules
+  </a>
+  
+    <nav class="md-nav" aria-label="Rules">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammarireadonlylistgrammarrule-uint64" class="md-nav__link">
+    Grammar(IReadOnlyList&lt;GrammarRule&gt;, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar(IReadOnlyList<GrammarRule>, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createinstance" class="md-nav__link">
+    CreateInstance()
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateInstance()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parsestring-string" class="md-nav__link">
+    Parse(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Parse(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
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+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
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+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#startruleindex" class="md-nav__link">
+    StartRuleIndex
+  </a>
+  
+    <nav class="md-nav" aria-label="StartRuleIndex">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rules" class="md-nav__link">
+    Rules
+  </a>
+  
+    <nav class="md-nav" aria-label="Rules">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammarireadonlylistgrammarrule-uint64" class="md-nav__link">
+    Grammar(IReadOnlyList&lt;GrammarRule&gt;, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar(IReadOnlyList<GrammarRule>, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
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+</li>
+        
+      </ul>
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+    Methods
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+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createinstance" class="md-nav__link">
+    CreateInstance()
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateInstance()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
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+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parsestring-string" class="md-nav__link">
+    Parse(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Parse(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
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+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
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+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammar">Grammar<a class="headerlink" href="#grammar" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Grammars</p>
+<p>A grammar is a set of <a href="../llama.grammars.grammarrule/">GrammarRule</a>s for deciding which characters are valid next. Can be used to constrain
+ output to certain formats - e.g. force the model to output JSON</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Grammar</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">Grammar</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="startruleindex"><strong>StartRuleIndex</strong><a class="headerlink" href="#startruleindex" title="Permanent link"></a></h3>
+<p>Index of the initial rule to start from</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">StartRuleIndex</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="rules"><strong>Rules</strong><a class="headerlink" href="#rules" title="Permanent link"></a></h3>
+<p>The rules which make up this grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="n">GrammarRule</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Rules</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;GrammarRule&gt;</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="grammarireadonlylistgrammarrule-uint64"><strong>Grammar(IReadOnlyList&lt;GrammarRule&gt;, UInt64)</strong><a class="headerlink" href="#grammarireadonlylistgrammarrule-uint64" title="Permanent link"></a></h3>
+<p>Create a new grammar from a set of rules</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">Grammar</span><span class="p">(</span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="n">GrammarRule</span><span class="o">&gt;</span><span class="w"> </span><span class="n">rules</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">startRuleIndex</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>rules</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;GrammarRule&gt;</a><br>
+The rules which make up this grammar</p>
+<p><code>startRuleIndex</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+Index of the initial rule to start from</p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentoutofrangeexception">ArgumentOutOfRangeException</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="createinstance"><strong>CreateInstance()</strong><a class="headerlink" href="#createinstance" title="Permanent link"></a></h3>
+<p>Create a <code>SafeLLamaGrammarHandle</code> instance to use for parsing</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="nf">CreateInstance</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h3 id="parsestring-string"><strong>Parse(String, String)</strong><a class="headerlink" href="#parsestring-string" title="Permanent link"></a></h3>
+<p>Parse a string of GGML BNF into a Grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="nf">Parse</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">gbnf</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">startRule</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>gbnf</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The string to parse</p>
+<p><code>startRule</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Name of the start rule of this grammar</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">Grammar</a><br>
+A Grammar which can be converted into a SafeLLamaGrammarHandle for sampling</p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="../llama.exceptions.grammarformatexception/">GrammarFormatException</a><br>
+Thrown if input is malformed</p>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
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+        Langchain integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
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+              
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+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+  
+    <li class="md-nav__item">
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+        Talk to yourself
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+        llama.abstractions.ihistorytransform
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.grammars.grammarrule
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.grammars.grammarrule
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#elements" class="md-nav__link">
+    Elements
+  </a>
+  
+    <nav class="md-nav" aria-label="Elements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammarrulestring-ireadonlylistllamagrammarelement" class="md-nav__link">
+    GrammarRule(String, IReadOnlyList&lt;LLamaGrammarElement&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="GrammarRule(String, IReadOnlyList<LLamaGrammarElement>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsgrammarrule" class="md-nav__link">
+    Equals(GrammarRule)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(GrammarRule)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#elements" class="md-nav__link">
+    Elements
+  </a>
+  
+    <nav class="md-nav" aria-label="Elements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammarrulestring-ireadonlylistllamagrammarelement" class="md-nav__link">
+    GrammarRule(String, IReadOnlyList&lt;LLamaGrammarElement&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="GrammarRule(String, IReadOnlyList<LLamaGrammarElement>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsgrammarrule" class="md-nav__link">
+    Equals(GrammarRule)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(GrammarRule)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="grammarrule">GrammarRule<a class="headerlink" href="#grammarrule" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Grammars</p>
+<p>A single rule in a <a href="../llama.grammars.grammar/">Grammar</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GrammarRule</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Grammars</span><span class="p">.</span><span class="n">GrammarRule</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">GrammarRule</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;GrammarRule&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="name"><strong>Name</strong><a class="headerlink" href="#name" title="Permanent link"></a></h3>
+<p>Name of this rule</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Name</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="elements"><strong>Elements</strong><a class="headerlink" href="#elements" title="Permanent link"></a></h3>
+<p>The elements of this grammar rule</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="n">LLamaGrammarElement</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Elements</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;LLamaGrammarElement&gt;</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="grammarrulestring-ireadonlylistllamagrammarelement"><strong>GrammarRule(String, IReadOnlyList&lt;LLamaGrammarElement&gt;)</strong><a class="headerlink" href="#grammarrulestring-ireadonlylistllamagrammarelement" title="Permanent link"></a></h3>
+<p>Create a new GrammarRule containing the given elements</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">GrammarRule</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="n">LLamaGrammarElement</span><span class="o">&gt;</span><span class="w"> </span><span class="n">elements</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>name</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>elements</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;LLamaGrammarElement&gt;</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsgrammarrule"><strong>Equals(GrammarRule)</strong><a class="headerlink" href="#equalsgrammarrule" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">GrammarRule</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">GrammarRule</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">GrammarRule</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="./">GrammarRule</a><br></p>
+
+
+
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+
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
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+            
+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+      </nav>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
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+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.ichatmodel
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.ichatmodel
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatstring-string" class="md-nav__link">
+    Chat(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Chat(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatpromptstring" class="md-nav__link">
+    InitChatPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatantipromptstring" class="md-nav__link">
+    InitChatAntiprompt(String[])
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatAntiprompt(String[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatstring-string" class="md-nav__link">
+    Chat(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Chat(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatpromptstring" class="md-nav__link">
+    InitChatPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatantipromptstring" class="md-nav__link">
+    InitChatAntiprompt(String[])
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatAntiprompt(String[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="ichatmodel">IChatModel<a class="headerlink" href="#ichatmodel" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">IChatModel</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="name"><strong>Name</strong><a class="headerlink" href="#name" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Name</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="chatstring-string"><strong>Chat(String, String)</strong><a class="headerlink" href="#chatstring-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Chat</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br></p>
+<h3 id="initchatpromptstring"><strong>InitChatPrompt(String)</strong><a class="headerlink" href="#initchatpromptstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">InitChatPrompt</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="initchatantipromptstring"><strong>InitChatAntiprompt(String[])</strong><a class="headerlink" href="#initchatantipromptstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">InitChatAntiprompt</span><span class="p">(</span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">antiprompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>antiprompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
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+    Made with
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diff --git a/0.11.1/xmldocs/llama.llamacache/index.html b/0.11.1/xmldocs/llama.llamacache/index.html
new file mode 100644
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@@ -0,0 +1,3091 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
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+      <meta name="viewport" content="width=device-width,initial-scale=1">
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+        <link rel="prev" href="../llama.ichatmodel/">
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+    
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+        kernel-memory integration
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+        BotSharp integration
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+        Langchain integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
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+          
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+      </nav>
+    </li>
+  
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+        llama.abstractions.adaptercollection
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
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+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
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+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
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+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+            
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
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+            
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+  
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+    <li class="md-nav__item md-nav__item--active">
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+          llama.llamacache
+          <span class="md-nav__icon md-icon"></span>
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+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamacache
+      </a>
+      
+        
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+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#cachesize" class="md-nav__link">
+    CacheSize
+  </a>
+  
+    <nav class="md-nav" aria-label="CacheSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
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+        
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+  
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+        
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+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamacacheint32" class="md-nav__link">
+    LLamaCache(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaCache(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#containsint32" class="md-nav__link">
+    Contains(Int32[])
+  </a>
+  
+    <nav class="md-nav" aria-label="Contains(Int32[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#cachesize" class="md-nav__link">
+    CacheSize
+  </a>
+  
+    <nav class="md-nav" aria-label="CacheSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#item" class="md-nav__link">
+    Item
+  </a>
+  
+    <nav class="md-nav" aria-label="Item">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamacacheint32" class="md-nav__link">
+    LLamaCache(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaCache(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#containsint32" class="md-nav__link">
+    Contains(Int32[])
+  </a>
+  
+    <nav class="md-nav" aria-label="Contains(Int32[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamacache">LLamaCache<a class="headerlink" href="#llamacache" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaCache</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaCache</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="cachesize"><strong>CacheSize</strong><a class="headerlink" href="#cachesize" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">CacheSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="item"><strong>Item</strong><a class="headerlink" href="#item" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaState</span><span class="w"> </span><span class="n">Item</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="../llama.llamastate/">LLamaState</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamacacheint32"><strong>LLamaCache(Int32)</strong><a class="headerlink" href="#llamacacheint32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaCache</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">capacity</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>capacity</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="containsint32"><strong>Contains(Int32[])</strong><a class="headerlink" href="#containsint32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Contains</span><span class="p">(</span><span class="n">Int32</span><span class="p">[]</span><span class="w"> </span><span class="n">key</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>key</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
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\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.llamaembedder/index.html b/0.11.1/xmldocs/llama.llamaembedder/index.html
new file mode 100644
index 00000000..02557dfa
--- /dev/null
+++ b/0.11.1/xmldocs/llama.llamaembedder/index.html
@@ -0,0 +1,2977 @@
+
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+    
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+        Customize the native library loading
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+      <a href="../../Tutorials/Executors/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
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+          
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+  
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+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
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+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llamaembedder
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamaembedder
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamaembedderllamaparams" class="md-nav__link">
+    LLamaEmbedder(LLamaParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaEmbedder(LLamaParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#getembeddingsstring-int32-boolean" class="md-nav__link">
+    GetEmbeddings(String, Int32, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetEmbeddings(String, Int32, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
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+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
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+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
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+        llama.types.embedding
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
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+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
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+    <li class="md-nav__item">
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+        logger
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+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamaembedderllamaparams" class="md-nav__link">
+    LLamaEmbedder(LLamaParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaEmbedder(LLamaParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#getembeddingsstring-int32-boolean" class="md-nav__link">
+    GetEmbeddings(String, Int32, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetEmbeddings(String, Int32, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
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+</nav>
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+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamaembedder">LLamaEmbedder<a class="headerlink" href="#llamaembedder" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>The embedder for LLama, which supports getting embeddings from text.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaEmbedder</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaEmbedder</a></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamaembedderllamaparams"><strong>LLamaEmbedder(LLamaParams)</strong><a class="headerlink" href="#llamaembedderllamaparams" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaEmbedder</span><span class="p">(</span><span class="n">LLamaParams</span><span class="w"> </span><span class="k">params</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>params</code> <a href="../llama.llamaparams/">LLamaParams</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="getembeddingsstring-int32-boolean"><strong>GetEmbeddings(String, Int32, Boolean)</strong><a class="headerlink" href="#getembeddingsstring-int32-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="w"> </span><span class="nf">GetEmbeddings</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_thread</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">add_bos</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>n_thread</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>add_bos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
+
+
+
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diff --git a/0.11.1/xmldocs/llama.llamamodel/index.html b/0.11.1/xmldocs/llama.llamamodel/index.html
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+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+      
+
+  
+  
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+    <li class="md-nav__item">
+      <a href="../.." class="md-nav__link">
+        Overview
+      </a>
+    </li>
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+      
+      
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../QuickStart/" class="md-nav__link">
+        Quick Start
+      </a>
+    </li>
+  
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+      
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+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
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+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
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+      
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+
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
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+      
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+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llamamodel
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamamodel
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nativehandle" class="md-nav__link">
+    NativeHandle
+  </a>
+  
+    <nav class="md-nav" aria-label="NativeHandle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelstring-string-boolean-boolean-int32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean" class="md-nav__link">
+    LLamaModel(String, String, Boolean, Boolean, Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, List&lt;String&gt;, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModel(String, String, Boolean, Boolean, Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary<Int32, Single>, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, List<String>, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelllamaparams-string-boolean-boolean" class="md-nav__link">
+    LLamaModel(LLamaParams, String, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModel(LLamaParams, String, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#withpromptstring" class="md-nav__link">
+    WithPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withpromptfilestring" class="md-nav__link">
+    WithPromptFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPromptFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatpromptstring" class="md-nav__link">
+    InitChatPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatantipromptstring" class="md-nav__link">
+    InitChatAntiprompt(String[])
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatAntiprompt(String[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatstring-string" class="md-nav__link">
+    Chat(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Chat(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#callstring" class="md-nav__link">
+    Call(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Call(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#nativehandle" class="md-nav__link">
+    NativeHandle
+  </a>
+  
+    <nav class="md-nav" aria-label="NativeHandle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelstring-string-boolean-boolean-int32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean" class="md-nav__link">
+    LLamaModel(String, String, Boolean, Boolean, Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, List&lt;String&gt;, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModel(String, String, Boolean, Boolean, Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary<Int32, Single>, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, List<String>, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelllamaparams-string-boolean-boolean" class="md-nav__link">
+    LLamaModel(LLamaParams, String, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModel(LLamaParams, String, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#withpromptstring" class="md-nav__link">
+    WithPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withpromptfilestring" class="md-nav__link">
+    WithPromptFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithPromptFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatpromptstring" class="md-nav__link">
+    InitChatPrompt(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatPrompt(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#initchatantipromptstring" class="md-nav__link">
+    InitChatAntiprompt(String[])
+  </a>
+  
+    <nav class="md-nav" aria-label="InitChatAntiprompt(String[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#chatstring-string" class="md-nav__link">
+    Chat(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Chat(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#callstring" class="md-nav__link">
+    Call(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Call(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamamodel">LLamaModel<a class="headerlink" href="#llamamodel" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaModel</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">IChatModel</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaModel</a><br>
+Implements <a href="../llama.ichatmodel/">IChatModel</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="name"><strong>Name</strong><a class="headerlink" href="#name" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Name</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="nativehandle"><strong>NativeHandle</strong><a class="headerlink" href="#nativehandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">NativeHandle</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamamodelstring-string-boolean-boolean-int32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean"><strong>LLamaModel(String, String, Boolean, Boolean, Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, List&lt;String&gt;, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)</strong><a class="headerlink" href="#llamamodelstring-string-boolean-boolean-int32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaModel</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">model_path</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">model_name</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">echo_input</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">verbose</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">seed</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_predict</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_parts</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_batch</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_keep</span><span class="p">,</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="kt">int</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logit_bias</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">tfs_z</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">typical_p</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temp</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">repeat_last_n</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">mirostat</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">mirostat_tau</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">mirostat_eta</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">path_session</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">input_prefix</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">input_suffix</span><span class="p">,</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">antiprompt</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_adapter</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_base</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">memory_f16</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">random_prompt</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_color</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">interactive</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">embedding</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">interactive_first</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">instruct</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">penalize_nl</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">perplexity</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mmap</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mlock</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">mem_test</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">verbose_prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>model_path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>model_name</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>echo_input</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>verbose</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_predict</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_parts</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_ctx</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_batch</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>logit_bias</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary&lt;Int32, Single&gt;</a><br></p>
+<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>tfs_z</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>typical_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_last_n</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>mirostat</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>mirostat_tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>mirostat_eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>path_session</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>input_prefix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>input_suffix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>antiprompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;String&gt;</a><br></p>
+<p><code>lora_adapter</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>lora_base</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>memory_f16</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>random_prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_color</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>interactive</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>embedding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>interactive_first</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>instruct</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>penalize_nl</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>perplexity</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_mmap</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_mlock</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>mem_test</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>verbose_prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="llamamodelllamaparams-string-boolean-boolean"><strong>LLamaModel(LLamaParams, String, Boolean, Boolean)</strong><a class="headerlink" href="#llamamodelllamaparams-string-boolean-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaModel</span><span class="p">(</span><span class="n">LLamaParams</span><span class="w"> </span><span class="k">params</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">name</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">echo_input</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">verbose</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>params</code> <a href="../llama.llamaparams/">LLamaParams</a><br></p>
+<p><code>name</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>echo_input</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>verbose</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="withpromptstring"><strong>WithPrompt(String)</strong><a class="headerlink" href="#withpromptstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaModel</span><span class="w"> </span><span class="nf">WithPrompt</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">LLamaModel</a><br></p>
+<h3 id="withpromptfilestring"><strong>WithPromptFile(String)</strong><a class="headerlink" href="#withpromptfilestring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaModel</span><span class="w"> </span><span class="nf">WithPromptFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">promptFileName</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>promptFileName</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">LLamaModel</a><br></p>
+<h3 id="initchatpromptstring"><strong>InitChatPrompt(String)</strong><a class="headerlink" href="#initchatpromptstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">InitChatPrompt</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="initchatantipromptstring"><strong>InitChatAntiprompt(String[])</strong><a class="headerlink" href="#initchatantipromptstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">InitChatAntiprompt</span><span class="p">(</span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">antiprompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>antiprompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+<h3 id="chatstring-string"><strong>Chat(String, String)</strong><a class="headerlink" href="#chatstring-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Chat</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br></p>
+<h3 id="callstring"><strong>Call(String)</strong><a class="headerlink" href="#callstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Call</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.llamamodelv1/index.html b/0.11.1/xmldocs/llama.llamamodelv1/index.html
new file mode 100644
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--- /dev/null
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+    <li class="md-nav__item">
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+        Use ChatSession
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
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+    <li class="md-nav__item">
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+        Batched executor - basic guidance
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+    </li>
+  
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
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+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llamamodelv1
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamamodelv1
+      </a>
+      
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+  
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+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#caution" class="md-nav__link">
+    Caution
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelv1string-int32-int32-int32-boolean-boolean-boolean-boolean-boolean-boolean-int32-int32-int32-string-string-boolean" class="md-nav__link">
+    LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelv1llamamodelv1" class="md-nav__link">
+    LLamaModelV1(LLamaModelV1)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModelV1(LLamaModelV1)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokenizestring" class="md-nav__link">
+    Tokenize(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokenize(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#detokenizeienumerableint32" class="md-nav__link">
+    DeTokenize(IEnumerable&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="DeTokenize(IEnumerable<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#detokenizeint32" class="md-nav__link">
+    DeTokenize(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="DeTokenize(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setcachellamacache" class="md-nav__link">
+    SetCache(LLamaCache)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetCache(LLamaCache)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evallistint32" class="md-nav__link">
+    Eval(List&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Eval(List<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampleint32-single-single-single-single-single" class="md-nav__link">
+    Sample(Int32, Single, Single, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(Int32, Single, Single, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#generateienumerableint32-int32-single-single-single-single-single-boolean" class="md-nav__link">
+    Generate(IEnumerable&lt;Int32&gt;, Int32, Single, Single, Single, Single, Single, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Generate(IEnumerable<Int32>, Int32, Single, Single, Single, Single, Single, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createembeddingstring" class="md-nav__link">
+    CreateEmbedding(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateEmbedding(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embedstring" class="md-nav__link">
+    Embed(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Embed(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createcompletionstring-string-int32-single-single-int32-boolean-string-single-single-single-int32" class="md-nav__link">
+    CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#callstring-string-int32-single-single-int32-boolean-string-single-single-single-int32" class="md-nav__link">
+    Call(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Call(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createchatcompletionienumerablechatcompletionmessage-single-single-int32-string-int32-single-single-single" class="md-nav__link">
+    CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt;, Single, Single, Int32, String[], Int32, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateChatCompletion(IEnumerable<ChatCompletionMessage>, Single, Single, Int32, String[], Int32, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#savestate" class="md-nav__link">
+    SaveState()
+  </a>
+  
+    <nav class="md-nav" aria-label="SaveState()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadstatellamastate" class="md-nav__link">
+    LoadState(LLamaState)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadState(LLamaState)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#longesttokenprefixienumerableint32-ienumerableint32" class="md-nav__link">
+    LongestTokenPrefix(IEnumerable&lt;Int32&gt;, IEnumerable&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="LongestTokenPrefix(IEnumerable<Int32>, IEnumerable<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createchatcompletiong__getrole31_0chatcompletionmessage" class="md-nav__link">
+    &lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage)
+  </a>
+  
+    <nav class="md-nav" aria-label="<CreateChatCompletion>g__GetRole|31_0(ChatCompletionMessage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#caution" class="md-nav__link">
+    Caution
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelv1string-int32-int32-int32-boolean-boolean-boolean-boolean-boolean-boolean-int32-int32-int32-string-string-boolean" class="md-nav__link">
+    LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llamamodelv1llamamodelv1" class="md-nav__link">
+    LLamaModelV1(LLamaModelV1)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaModelV1(LLamaModelV1)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokenizestring" class="md-nav__link">
+    Tokenize(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokenize(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#detokenizeienumerableint32" class="md-nav__link">
+    DeTokenize(IEnumerable&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="DeTokenize(IEnumerable<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#detokenizeint32" class="md-nav__link">
+    DeTokenize(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="DeTokenize(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setcachellamacache" class="md-nav__link">
+    SetCache(LLamaCache)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetCache(LLamaCache)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evallistint32" class="md-nav__link">
+    Eval(List&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Eval(List<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampleint32-single-single-single-single-single" class="md-nav__link">
+    Sample(Int32, Single, Single, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(Int32, Single, Single, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#generateienumerableint32-int32-single-single-single-single-single-boolean" class="md-nav__link">
+    Generate(IEnumerable&lt;Int32&gt;, Int32, Single, Single, Single, Single, Single, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Generate(IEnumerable<Int32>, Int32, Single, Single, Single, Single, Single, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createembeddingstring" class="md-nav__link">
+    CreateEmbedding(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateEmbedding(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embedstring" class="md-nav__link">
+    Embed(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Embed(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createcompletionstring-string-int32-single-single-int32-boolean-string-single-single-single-int32" class="md-nav__link">
+    CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#callstring-string-int32-single-single-int32-boolean-string-single-single-single-int32" class="md-nav__link">
+    Call(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Call(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createchatcompletionienumerablechatcompletionmessage-single-single-int32-string-int32-single-single-single" class="md-nav__link">
+    CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt;, Single, Single, Int32, String[], Int32, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateChatCompletion(IEnumerable<ChatCompletionMessage>, Single, Single, Int32, String[], Int32, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#savestate" class="md-nav__link">
+    SaveState()
+  </a>
+  
+    <nav class="md-nav" aria-label="SaveState()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadstatellamastate" class="md-nav__link">
+    LoadState(LLamaState)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadState(LLamaState)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#longesttokenprefixienumerableint32-ienumerableint32" class="md-nav__link">
+    LongestTokenPrefix(IEnumerable&lt;Int32&gt;, IEnumerable&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="LongestTokenPrefix(IEnumerable<Int32>, IEnumerable<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createchatcompletiong__getrole31_0chatcompletionmessage" class="md-nav__link">
+    &lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage)
+  </a>
+  
+    <nav class="md-nav" aria-label="<CreateChatCompletion>g__GetRole|31_0(ChatCompletionMessage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamamodelv1">LLamaModelV1<a class="headerlink" href="#llamamodelv1" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<h4 id="caution">Caution<a class="headerlink" href="#caution" title="Permanent link"></a></h4>
+<p>This type is obsolete.</p>
+<hr />
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaModelV1</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaModelV1</a></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamamodelv1string-int32-int32-int32-boolean-boolean-boolean-boolean-boolean-boolean-int32-int32-int32-string-string-boolean"><strong>LLamaModelV1(String, Int32, Int32, Int32, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Int32, Int32, Int32, String, String, Boolean)</strong><a class="headerlink" href="#llamamodelv1string-int32-int32-int32-boolean-boolean-boolean-boolean-boolean-boolean-int32-int32-int32-string-string-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaModelV1</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">model_path</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_parts</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">seed</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">f16_kv</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logits_all</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">vocab_only</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mmap</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mlock</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">embedding</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_batch</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">last_n_tokens_size</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_base</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_path</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">verbose</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>model_path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>n_ctx</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_parts</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>f16_kv</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>logits_all</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>vocab_only</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_mmap</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_mlock</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>embedding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_batch</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>last_n_tokens_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>lora_base</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>lora_path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>verbose</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="llamamodelv1llamamodelv1"><strong>LLamaModelV1(LLamaModelV1)</strong><a class="headerlink" href="#llamamodelv1llamamodelv1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaModelV1</span><span class="p">(</span><span class="n">LLamaModelV1</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">LLamaModelV1</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tokenizestring"><strong>Tokenize(String)</strong><a class="headerlink" href="#tokenizestring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Tokenize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;Int32&gt;</a><br></p>
+<h3 id="detokenizeienumerableint32"><strong>DeTokenize(IEnumerable&lt;Int32&gt;)</strong><a class="headerlink" href="#detokenizeienumerableint32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">DeTokenize</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="detokenizeint32"><strong>DeTokenize(Int32)</strong><a class="headerlink" href="#detokenizeint32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">DeTokenize</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="setcachellamacache"><strong>SetCache(LLamaCache)</strong><a class="headerlink" href="#setcachellamacache" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">SetCache</span><span class="p">(</span><span class="n">LLamaCache</span><span class="w"> </span><span class="n">cache</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>cache</code> <a href="../llama.llamacache/">LLamaCache</a><br></p>
+<h3 id="reset"><strong>Reset()</strong><a class="headerlink" href="#reset" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Reset</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="evallistint32"><strong>Eval(List&lt;Int32&gt;)</strong><a class="headerlink" href="#evallistint32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Eval</span><span class="p">(</span><span class="n">List</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;Int32&gt;</a><br></p>
+<h3 id="sampleint32-single-single-single-single-single"><strong>Sample(Int32, Single, Single, Single, Single, Single)</strong><a class="headerlink" href="#sampleint32-single-single-single-single-single" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">Sample</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temp</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="generateienumerableint32-int32-single-single-single-single-single-boolean"><strong>Generate(IEnumerable&lt;Int32&gt;, Int32, Single, Single, Single, Single, Single, Boolean)</strong><a class="headerlink" href="#generateienumerableint32-int32-single-single-single-single-single-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Generate</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temp</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">reset</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
+<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>reset</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
+<h3 id="createembeddingstring"><strong>CreateEmbedding(String)</strong><a class="headerlink" href="#createembeddingstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Embedding</span><span class="w"> </span><span class="nf">CreateEmbedding</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">input</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>input</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="../llama.types.embedding/">Embedding</a><br></p>
+<h3 id="embedstring"><strong>Embed(String)</strong><a class="headerlink" href="#embedstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="w"> </span><span class="nf">Embed</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">input</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_10">Parameters<a class="headerlink" href="#parameters_10" title="Permanent link"></a></h4>
+<p><code>input</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_6">Returns<a class="headerlink" href="#returns_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
+<h3 id="createcompletionstring-string-int32-single-single-int32-boolean-string-single-single-single-int32"><strong>CreateCompletion(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)</strong><a class="headerlink" href="#createcompletionstring-string-int32-single-single-int32-boolean-string-single-single-single-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="n">CompletionChunk</span><span class="o">&gt;</span><span class="w"> </span><span class="n">CreateCompletion</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">suffix</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">max_tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temperature</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">logprobs</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">echo</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">stop</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_11">Parameters<a class="headerlink" href="#parameters_11" title="Permanent link"></a></h4>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>suffix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>temperature</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>logprobs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>echo</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>stop</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_7">Returns<a class="headerlink" href="#returns_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;CompletionChunk&gt;</a><br></p>
+<h3 id="callstring-string-int32-single-single-int32-boolean-string-single-single-single-int32"><strong>Call(String, String, Int32, Single, Single, Int32, Boolean, String[], Single, Single, Single, Int32)</strong><a class="headerlink" href="#callstring-string-int32-single-single-int32-boolean-string-single-single-single-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="n">CompletionChunk</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Call</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">suffix</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">max_tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temperature</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">logprobs</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">echo</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">stop</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_12">Parameters<a class="headerlink" href="#parameters_12" title="Permanent link"></a></h4>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>suffix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>temperature</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>logprobs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>echo</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>stop</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_8">Returns<a class="headerlink" href="#returns_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;CompletionChunk&gt;</a><br></p>
+<h3 id="createchatcompletionienumerablechatcompletionmessage-single-single-int32-string-int32-single-single-single"><strong>CreateChatCompletion(IEnumerable&lt;ChatCompletionMessage&gt;, Single, Single, Int32, String[], Int32, Single, Single, Single)</strong><a class="headerlink" href="#createchatcompletionienumerablechatcompletionmessage-single-single-int32-string-int32-single-single-single" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="n">ChatCompletionChunk</span><span class="o">&gt;</span><span class="w"> </span><span class="n">CreateChatCompletion</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="n">ChatCompletionMessage</span><span class="o">&gt;</span><span class="w"> </span><span class="n">messages</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temperature</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">stop</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">max_tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_13">Parameters<a class="headerlink" href="#parameters_13" title="Permanent link"></a></h4>
+<p><code>messages</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;ChatCompletionMessage&gt;</a><br></p>
+<p><code>temperature</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>stop</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+<p><code>max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h4 id="returns_9">Returns<a class="headerlink" href="#returns_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;ChatCompletionChunk&gt;</a><br></p>
+<h3 id="savestate"><strong>SaveState()</strong><a class="headerlink" href="#savestate" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaState</span><span class="w"> </span><span class="nf">SaveState</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_10">Returns<a class="headerlink" href="#returns_10" title="Permanent link"></a></h4>
+<p><a href="../llama.llamastate/">LLamaState</a><br></p>
+<h3 id="loadstatellamastate"><strong>LoadState(LLamaState)</strong><a class="headerlink" href="#loadstatellamastate" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">LoadState</span><span class="p">(</span><span class="n">LLamaState</span><span class="w"> </span><span class="n">state</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_14">Parameters<a class="headerlink" href="#parameters_14" title="Permanent link"></a></h4>
+<p><code>state</code> <a href="../llama.llamastate/">LLamaState</a><br></p>
+<h3 id="longesttokenprefixienumerableint32-ienumerableint32"><strong>LongestTokenPrefix(IEnumerable&lt;Int32&gt;, IEnumerable&lt;Int32&gt;)</strong><a class="headerlink" href="#longesttokenprefixienumerableint32-ienumerableint32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">LongestTokenPrefix</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">a</span><span class="p">,</span><span class="w"> </span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">b</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_15">Parameters<a class="headerlink" href="#parameters_15" title="Permanent link"></a></h4>
+<p><code>a</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
+<p><code>b</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;Int32&gt;</a><br></p>
+<h4 id="returns_11">Returns<a class="headerlink" href="#returns_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="createchatcompletiong__getrole31_0chatcompletionmessage"><strong>&lt;CreateChatCompletion&gt;g__GetRole|31_0(ChatCompletionMessage)</strong><a class="headerlink" href="#createchatcompletiong__getrole31_0chatcompletionmessage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="o">&lt;</span><span class="n">CreateChatCompletion</span><span class="o">&gt;</span><span class="n">g__GetRole</span><span class="o">|</span><span class="m">31</span><span class="n">_0</span><span class="p">(</span><span class="n">ChatCompletionMessage</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_16">Parameters<a class="headerlink" href="#parameters_16" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="../llama.types.chatcompletionmessage/">ChatCompletionMessage</a><br></p>
+<h4 id="returns_12">Returns<a class="headerlink" href="#returns_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
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+        kernel-memory integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+    </li>
+  
+
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+      </nav>
+    </li>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
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+  
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
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+      </a>
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llamaparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamaparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    seed
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_threads" class="md-nav__link">
+    n_threads
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_predict" class="md-nav__link">
+    n_predict
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_parts" class="md-nav__link">
+    n_parts
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_ctx" class="md-nav__link">
+    n_ctx
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_batch" class="md-nav__link">
+    n_batch
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_keep" class="md-nav__link">
+    n_keep
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logit_bias" class="md-nav__link">
+    logit_bias
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#top_k" class="md-nav__link">
+    top_k
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#top_p" class="md-nav__link">
+    top_p
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tfs_z" class="md-nav__link">
+    tfs_z
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typical_p" class="md-nav__link">
+    typical_p
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temp" class="md-nav__link">
+    temp
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeat_penalty" class="md-nav__link">
+    repeat_penalty
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeat_last_n" class="md-nav__link">
+    repeat_last_n
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#frequency_penalty" class="md-nav__link">
+    frequency_penalty
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#presence_penalty" class="md-nav__link">
+    presence_penalty
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat" class="md-nav__link">
+    mirostat
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat_tau" class="md-nav__link">
+    mirostat_tau
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat_eta" class="md-nav__link">
+    mirostat_eta
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    model
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#prompt" class="md-nav__link">
+    prompt
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#path_session" class="md-nav__link">
+    path_session
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#input_prefix" class="md-nav__link">
+    input_prefix
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#input_suffix" class="md-nav__link">
+    input_suffix
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#antiprompt" class="md-nav__link">
+    antiprompt
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lora_adapter" class="md-nav__link">
+    lora_adapter
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lora_base" class="md-nav__link">
+    lora_base
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#memory_f16" class="md-nav__link">
+    memory_f16
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#random_prompt" class="md-nav__link">
+    random_prompt
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_color" class="md-nav__link">
+    use_color
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#interactive" class="md-nav__link">
+    interactive
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embedding" class="md-nav__link">
+    embedding
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#interactive_first" class="md-nav__link">
+    interactive_first
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#instruct" class="md-nav__link">
+    instruct
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalize_nl" class="md-nav__link">
+    penalize_nl
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#perplexity" class="md-nav__link">
+    perplexity
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mmap" class="md-nav__link">
+    use_mmap
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mlock" class="md-nav__link">
+    use_mlock
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mem_test" class="md-nav__link">
+    mem_test
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#verbose_prompt" class="md-nav__link">
+    verbose_prompt
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamaparamsint32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean" class="md-nav__link">
+    LLamaParams(Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, String, List&lt;String&gt;, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaParams(Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary<Int32, Single>, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, String, List<String>, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    seed
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_threads" class="md-nav__link">
+    n_threads
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_predict" class="md-nav__link">
+    n_predict
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_parts" class="md-nav__link">
+    n_parts
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_ctx" class="md-nav__link">
+    n_ctx
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_batch" class="md-nav__link">
+    n_batch
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_keep" class="md-nav__link">
+    n_keep
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logit_bias" class="md-nav__link">
+    logit_bias
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#top_k" class="md-nav__link">
+    top_k
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#top_p" class="md-nav__link">
+    top_p
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tfs_z" class="md-nav__link">
+    tfs_z
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typical_p" class="md-nav__link">
+    typical_p
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temp" class="md-nav__link">
+    temp
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeat_penalty" class="md-nav__link">
+    repeat_penalty
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeat_last_n" class="md-nav__link">
+    repeat_last_n
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#frequency_penalty" class="md-nav__link">
+    frequency_penalty
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#presence_penalty" class="md-nav__link">
+    presence_penalty
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat" class="md-nav__link">
+    mirostat
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat_tau" class="md-nav__link">
+    mirostat_tau
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mirostat_eta" class="md-nav__link">
+    mirostat_eta
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    model
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#prompt" class="md-nav__link">
+    prompt
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#path_session" class="md-nav__link">
+    path_session
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#input_prefix" class="md-nav__link">
+    input_prefix
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#input_suffix" class="md-nav__link">
+    input_suffix
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#antiprompt" class="md-nav__link">
+    antiprompt
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lora_adapter" class="md-nav__link">
+    lora_adapter
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lora_base" class="md-nav__link">
+    lora_base
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#memory_f16" class="md-nav__link">
+    memory_f16
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#random_prompt" class="md-nav__link">
+    random_prompt
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_color" class="md-nav__link">
+    use_color
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#interactive" class="md-nav__link">
+    interactive
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embedding" class="md-nav__link">
+    embedding
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#interactive_first" class="md-nav__link">
+    interactive_first
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#instruct" class="md-nav__link">
+    instruct
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalize_nl" class="md-nav__link">
+    penalize_nl
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#perplexity" class="md-nav__link">
+    perplexity
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mmap" class="md-nav__link">
+    use_mmap
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mlock" class="md-nav__link">
+    use_mlock
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#mem_test" class="md-nav__link">
+    mem_test
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#verbose_prompt" class="md-nav__link">
+    verbose_prompt
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamaparamsint32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean" class="md-nav__link">
+    LLamaParams(Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, String, List&lt;String&gt;, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaParams(Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary<Int32, Single>, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, String, List<String>, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamaparams">LLamaParams<a class="headerlink" href="#llamaparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaParams</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaParams</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="seed"><strong>seed</strong><a class="headerlink" href="#seed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">seed</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_threads"><strong>n_threads</strong><a class="headerlink" href="#n_threads" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_predict"><strong>n_predict</strong><a class="headerlink" href="#n_predict" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_predict</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_parts"><strong>n_parts</strong><a class="headerlink" href="#n_parts" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_parts</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_ctx"><strong>n_ctx</strong><a class="headerlink" href="#n_ctx" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_ctx</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_batch"><strong>n_batch</strong><a class="headerlink" href="#n_batch" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_batch</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_keep"><strong>n_keep</strong><a class="headerlink" href="#n_keep" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_keep</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="logit_bias"><strong>logit_bias</strong><a class="headerlink" href="#logit_bias" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="kt">int</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logit_bias</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="top_k"><strong>top_k</strong><a class="headerlink" href="#top_k" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="top_p"><strong>top_p</strong><a class="headerlink" href="#top_p" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="tfs_z"><strong>tfs_z</strong><a class="headerlink" href="#tfs_z" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">tfs_z</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="typical_p"><strong>typical_p</strong><a class="headerlink" href="#typical_p" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">typical_p</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="temp"><strong>temp</strong><a class="headerlink" href="#temp" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temp</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="repeat_penalty"><strong>repeat_penalty</strong><a class="headerlink" href="#repeat_penalty" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="repeat_last_n"><strong>repeat_last_n</strong><a class="headerlink" href="#repeat_last_n" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">repeat_last_n</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="frequency_penalty"><strong>frequency_penalty</strong><a class="headerlink" href="#frequency_penalty" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="presence_penalty"><strong>presence_penalty</strong><a class="headerlink" href="#presence_penalty" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="mirostat"><strong>mirostat</strong><a class="headerlink" href="#mirostat" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">mirostat</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="mirostat_tau"><strong>mirostat_tau</strong><a class="headerlink" href="#mirostat_tau" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">mirostat_tau</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="mirostat_eta"><strong>mirostat_eta</strong><a class="headerlink" href="#mirostat_eta" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">mirostat_eta</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="model"><strong>model</strong><a class="headerlink" href="#model" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">model</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="prompt"><strong>prompt</strong><a class="headerlink" href="#prompt" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="path_session"><strong>path_session</strong><a class="headerlink" href="#path_session" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">path_session</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="input_prefix"><strong>input_prefix</strong><a class="headerlink" href="#input_prefix" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">input_prefix</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="input_suffix"><strong>input_suffix</strong><a class="headerlink" href="#input_suffix" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">input_suffix</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="antiprompt"><strong>antiprompt</strong><a class="headerlink" href="#antiprompt" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">antiprompt</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="lora_adapter"><strong>lora_adapter</strong><a class="headerlink" href="#lora_adapter" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_adapter</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="lora_base"><strong>lora_base</strong><a class="headerlink" href="#lora_base" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_base</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="memory_f16"><strong>memory_f16</strong><a class="headerlink" href="#memory_f16" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">memory_f16</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="random_prompt"><strong>random_prompt</strong><a class="headerlink" href="#random_prompt" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">random_prompt</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="use_color"><strong>use_color</strong><a class="headerlink" href="#use_color" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_color</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="interactive"><strong>interactive</strong><a class="headerlink" href="#interactive" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">interactive</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="embedding"><strong>embedding</strong><a class="headerlink" href="#embedding" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">embedding</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="interactive_first"><strong>interactive_first</strong><a class="headerlink" href="#interactive_first" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">interactive_first</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="instruct"><strong>instruct</strong><a class="headerlink" href="#instruct" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">instruct</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="penalize_nl"><strong>penalize_nl</strong><a class="headerlink" href="#penalize_nl" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">penalize_nl</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="perplexity"><strong>perplexity</strong><a class="headerlink" href="#perplexity" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">perplexity</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="use_mmap"><strong>use_mmap</strong><a class="headerlink" href="#use_mmap" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mmap</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="use_mlock"><strong>use_mlock</strong><a class="headerlink" href="#use_mlock" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mlock</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="mem_test"><strong>mem_test</strong><a class="headerlink" href="#mem_test" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">mem_test</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="verbose_prompt"><strong>verbose_prompt</strong><a class="headerlink" href="#verbose_prompt" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">verbose_prompt</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamaparamsint32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean"><strong>LLamaParams(Int32, Int32, Int32, Int32, Int32, Int32, Int32, Dictionary&lt;Int32, Single&gt;, Int32, Single, Single, Single, Single, Single, Int32, Single, Single, Int32, Single, Single, String, String, String, String, String, List&lt;String&gt;, String, String, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean, Boolean)</strong><a class="headerlink" href="#llamaparamsint32-int32-int32-int32-int32-int32-int32-dictionaryint32-single-int32-single-single-single-single-single-int32-single-single-int32-single-single-string-string-string-string-string-liststring-string-string-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaParams</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">seed</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_predict</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_parts</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_batch</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_keep</span><span class="p">,</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="kt">int</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logit_bias</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">top_k</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">top_p</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">tfs_z</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">typical_p</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temp</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">repeat_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">repeat_last_n</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">frequency_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">presence_penalty</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">mirostat</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">mirostat_tau</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">mirostat_eta</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">prompt</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">path_session</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">input_prefix</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">input_suffix</span><span class="p">,</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">antiprompt</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_adapter</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">lora_base</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">memory_f16</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">random_prompt</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_color</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">interactive</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">embedding</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">interactive_first</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">instruct</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">penalize_nl</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">perplexity</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mmap</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mlock</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">mem_test</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">verbose_prompt</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_predict</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_parts</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_ctx</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_batch</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>logit_bias</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary&lt;Int32, Single&gt;</a><br></p>
+<p><code>top_k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>top_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>tfs_z</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>typical_p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>repeat_last_n</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>frequency_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>presence_penalty</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>mirostat</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>mirostat_tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>mirostat_eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>path_session</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>input_prefix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>input_suffix</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>antiprompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;String&gt;</a><br></p>
+<p><code>lora_adapter</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>lora_base</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>memory_f16</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>random_prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_color</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>interactive</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>embedding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>interactive_first</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>instruct</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>penalize_nl</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>perplexity</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_mmap</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>use_mlock</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>mem_test</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>verbose_prompt</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.llamaquantizer/index.html b/0.11.1/xmldocs/llama.llamaquantizer/index.html
new file mode 100644
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+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
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+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
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+      
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+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
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+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llamaquantizer
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamaquantizer
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#quantizestring-string-llamaftype-int32-boolean-boolean" class="md-nav__link">
+    Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#quantizestring-string-string-int32-boolean-boolean" class="md-nav__link">
+    Quantize(String, String, String, Int32, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, String, Int32, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
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+                  <div class="md-sidebar__inner">
+                    
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+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#quantizestring-string-llamaftype-int32-boolean-boolean" class="md-nav__link">
+    Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
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+    Exceptions
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+  
+</li>
+        
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+  <a href="#quantizestring-string-string-int32-boolean-boolean" class="md-nav__link">
+    Quantize(String, String, String, Int32, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, String, Int32, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
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+</li>
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+  
+</li>
+      
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+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamaquantizer">LLamaQuantizer<a class="headerlink" href="#llamaquantizer" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>The quantizer to quantize the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaQuantizer</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaQuantizer</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="quantizestring-string-llamaftype-int32-boolean-boolean"><strong>Quantize(String, String, LLamaFtype, Int32, Boolean, Boolean)</strong><a class="headerlink" href="#quantizestring-string-llamaftype-int32-boolean-boolean" title="Permanent link"></a></h3>
+<p>Quantize the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Quantize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">srcFileName</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">dstFilename</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaFtype</span><span class="w"> </span><span class="n">ftype</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">nthread</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">allowRequantize</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">quantizeOutputTensor</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>srcFileName</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The model file to be quantized.</p>
+<p><code>dstFilename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The path to save the quantized model.</p>
+<p><code>ftype</code> <a href="../llama.native.llamaftype/">LLamaFtype</a><br>
+The type of quantization.</p>
+<p><code>nthread</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Thread to be used during the quantization. By default it's the physical core number.</p>
+<p><code>allowRequantize</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>quantizeOutputTensor</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Whether the quantization is successful.</p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+<h3 id="quantizestring-string-string-int32-boolean-boolean"><strong>Quantize(String, String, String, Int32, Boolean, Boolean)</strong><a class="headerlink" href="#quantizestring-string-string-int32-boolean-boolean" title="Permanent link"></a></h3>
+<p>Quantize the model.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Quantize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">srcFileName</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">dstFilename</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">ftype</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">nthread</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">allowRequantize</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">quantizeOutputTensor</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>srcFileName</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The model file to be quantized.</p>
+<p><code>dstFilename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The path to save the quantized model.</p>
+<p><code>ftype</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The type of quantization.</p>
+<p><code>nthread</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Thread to be used during the quantization. By default it's the physical core number.</p>
+<p><code>allowRequantize</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>quantizeOutputTensor</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Whether the quantization is successful.</p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br></p>
+
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+        semantic-kernel integration
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
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+      
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+      
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+      
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+          API Reference
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+          
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+      <a href="../" class="md-nav__link">
+        index
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llamastate
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamastate
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#evaltokens" class="md-nav__link">
+    EvalTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evallogits" class="md-nav__link">
+    EvalLogits
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalLogits">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#state" class="md-nav__link">
+    State
+  </a>
+  
+    <nav class="md-nav" aria-label="State">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#size" class="md-nav__link">
+    Size
+  </a>
+  
+    <nav class="md-nav" aria-label="Size">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamastatequeueint32-queuesingle-byte-int32" class="md-nav__link">
+    LLamaState(Queue&lt;Int32&gt;, Queue&lt;Single[]&gt;, Byte[], Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaState(Queue<Int32>, Queue<Single[]>, Byte[], Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamastate" class="md-nav__link">
+    Equals(LLamaState)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaState)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructqueue1-queue1-byte-int32" class="md-nav__link">
+    Deconstruct(Queue1&amp;, Queue1&amp;, Byte[]&amp;, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Queue1&, Queue1&, Byte[]&, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#evaltokens" class="md-nav__link">
+    EvalTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evallogits" class="md-nav__link">
+    EvalLogits
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalLogits">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#state" class="md-nav__link">
+    State
+  </a>
+  
+    <nav class="md-nav" aria-label="State">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#size" class="md-nav__link">
+    Size
+  </a>
+  
+    <nav class="md-nav" aria-label="Size">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamastatequeueint32-queuesingle-byte-int32" class="md-nav__link">
+    LLamaState(Queue&lt;Int32&gt;, Queue&lt;Single[]&gt;, Byte[], Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaState(Queue<Int32>, Queue<Single[]>, Byte[], Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamastate" class="md-nav__link">
+    Equals(LLamaState)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaState)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructqueue1-queue1-byte-int32" class="md-nav__link">
+    Deconstruct(Queue1&amp;, Queue1&amp;, Byte[]&amp;, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Queue1&, Queue1&, Byte[]&, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamastate">LLamaState<a class="headerlink" href="#llamastate" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaState</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">LLamaState</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaState</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;LLamaState&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="evaltokens"><strong>EvalTokens</strong><a class="headerlink" href="#evaltokens" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Queue</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">EvalTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.queue-1">Queue&lt;Int32&gt;</a><br></p>
+<h3 id="evallogits"><strong>EvalLogits</strong><a class="headerlink" href="#evallogits" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Queue</span><span class="o">&lt;</span><span class="n">Single</span><span class="p">[]</span><span class="o">&gt;</span><span class="w"> </span><span class="n">EvalLogits</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.queue-1">Queue&lt;Single[]&gt;</a><br></p>
+<h3 id="state"><strong>State</strong><a class="headerlink" href="#state" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Byte</span><span class="p">[]</span><span class="w"> </span><span class="n">State</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br></p>
+<h3 id="size"><strong>Size</strong><a class="headerlink" href="#size" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Size</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamastatequeueint32-queuesingle-byte-int32"><strong>LLamaState(Queue&lt;Int32&gt;, Queue&lt;Single[]&gt;, Byte[], Int32)</strong><a class="headerlink" href="#llamastatequeueint32-queuesingle-byte-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaState</span><span class="p">(</span><span class="n">Queue</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">EvalTokens</span><span class="p">,</span><span class="w"> </span><span class="n">Queue</span><span class="o">&lt;</span><span class="n">Single</span><span class="p">[]</span><span class="o">&gt;</span><span class="w"> </span><span class="n">EvalLogits</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="p">[]</span><span class="w"> </span><span class="n">State</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>EvalTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.queue-1">Queue&lt;Int32&gt;</a><br></p>
+<p><code>EvalLogits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.queue-1">Queue&lt;Single[]&gt;</a><br></p>
+<p><code>State</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br></p>
+<p><code>Size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsllamastate"><strong>Equals(LLamaState)</strong><a class="headerlink" href="#equalsllamastate" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">LLamaState</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">LLamaState</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaState</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">LLamaState</a><br></p>
+<h3 id="deconstructqueue1-queue1-byte-int32"><strong>Deconstruct(Queue<code>1&amp;, Queue</code>1&amp;, Byte[]&amp;, Int32&amp;)</strong><a class="headerlink" href="#deconstructqueue1-queue1-byte-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">Queue</span><span class="err">`</span><span class="m">1</span><span class="o">&amp;</span><span class="w"> </span><span class="n">EvalTokens</span><span class="p">,</span><span class="w"> </span><span class="n">Queue</span><span class="err">`</span><span class="m">1</span><span class="o">&amp;</span><span class="w"> </span><span class="n">EvalLogits</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">State</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>EvalTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.queue-1&amp;">Queue`1&amp;</a><br></p>
+<p><code>EvalLogits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.queue-1&amp;">Queue`1&amp;</a><br></p>
+<p><code>State</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte&amp;">Byte[]&amp;</a><br></p>
+<p><code>Size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
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+        </div>
+        
+      </main>
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diff --git a/0.11.1/xmldocs/llama.llamatransforms/index.html b/0.11.1/xmldocs/llama.llamatransforms/index.html
new file mode 100644
index 00000000..bf0e56aa
--- /dev/null
+++ b/0.11.1/xmldocs/llama.llamatransforms/index.html
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+
+<!doctype html>
+<html lang="en" class="no-js">
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+      <meta name="viewport" content="width=device-width,initial-scale=1">
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+        <link rel="prev" href="../llama.llamastate/">
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+    
+      
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+  </head>
+  
+  
+    
+    
+      
+    
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+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llamatransforms
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llamatransforms
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamatransforms_1" class="md-nav__link">
+    LLamaTransforms()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
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+    <li class="md-nav__item">
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+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
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+  
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+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
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+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
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+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
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+  
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
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+  
+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
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+  
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+            
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
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+              
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+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
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+  
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+              
+  
+  
+  
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+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
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+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
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+              
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+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
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+  
+
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+          
+            
+              
+  
+  
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+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
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+  
+  
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+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
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+    
+  
+  
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamatransforms_1" class="md-nav__link">
+    LLamaTransforms()
+  </a>
+  
+</li>
+        
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+  
+</li>
+      
+    </ul>
+  
+</nav>
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+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamatransforms">LLamaTransforms<a class="headerlink" href="#llamatransforms" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>A class that contains all the transforms provided internally by LLama.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaTransforms</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaTransforms</a></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamatransforms_1"><strong>LLamaTransforms()</strong><a class="headerlink" href="#llamatransforms_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaTransforms</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/xmldocs/llama.llavaweights/index.html b/0.11.1/xmldocs/llama.llavaweights/index.html
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+        kernel-memory integration
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+        BotSharp integration
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+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
+            
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    <li class="md-nav__item">
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+        Talk to yourself
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.llavaweights
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.llavaweights
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#nativehandle" class="md-nav__link">
+    NativeHandle
+  </a>
+  
+    <nav class="md-nav" aria-label="NativeHandle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#loadfromfilestring" class="md-nav__link">
+    LoadFromFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadFromFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-byte" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, Byte[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, Byte[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-string" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evalimageembedllamacontext-safellavaimageembedhandle-int32" class="md-nav__link">
+    EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#nativehandle" class="md-nav__link">
+    NativeHandle
+  </a>
+  
+    <nav class="md-nav" aria-label="NativeHandle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#loadfromfilestring" class="md-nav__link">
+    LoadFromFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadFromFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-byte" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, Byte[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, Byte[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-string" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evalimageembedllamacontext-safellavaimageembedhandle-int32" class="md-nav__link">
+    EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llavaweights">LLavaWeights<a class="headerlink" href="#llavaweights" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>A set of llava model weights (mmproj), loaded into memory.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLavaWeights</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLavaWeights</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="nativehandle"><strong>NativeHandle</strong><a class="headerlink" href="#nativehandle" title="Permanent link"></a></h3>
+<p>The native handle, which is used in the native APIs</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLlavaModelHandle</span><span class="w"> </span><span class="n">NativeHandle</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellavamodelhandle/">SafeLlavaModelHandle</a><br></p>
+<p><strong>Remarks:</strong></p>
+<p>Be careful how you use this!</p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="loadfromfilestring"><strong>LoadFromFile(String)</strong><a class="headerlink" href="#loadfromfilestring" title="Permanent link"></a></h3>
+<p>Load weights into memory</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLavaWeights</span><span class="w"> </span><span class="nf">LoadFromFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">mmProject</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>mmProject</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+path to the "mmproj" model file</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">LLavaWeights</a><br></p>
+<h3 id="createimageembeddingsllamacontext-byte"><strong>CreateImageEmbeddings(LLamaContext, Byte[])</strong><a class="headerlink" href="#createimageembeddingsllamacontext-byte" title="Permanent link"></a></h3>
+<p>Create the Image Embeddings from the bytes of an image.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">CreateImageEmbeddings</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="p">[]</span><span class="w"> </span><span class="n">image</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br></p>
+<p><code>image</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br>
+Image bytes. Supported formats:
+ JPGPNGBMPTGA</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br></p>
+<h3 id="createimageembeddingsllamacontext-string"><strong>CreateImageEmbeddings(LLamaContext, String)</strong><a class="headerlink" href="#createimageembeddingsllamacontext-string" title="Permanent link"></a></h3>
+<p>Create the Image Embeddings from the bytes of an image.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">CreateImageEmbeddings</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">image</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br></p>
+<p><code>image</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Path to the image file. Supported formats:
+ JPGPNGBMPTGA</p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br></p>
+<h3 id="evalimageembedllamacontext-safellavaimageembedhandle-int32"><strong>EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)</strong><a class="headerlink" href="#evalimageembedllamacontext-safellavaimageembedhandle-int32" title="Permanent link"></a></h3>
+<p>Eval the image embeddings</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">EvalImageEmbed</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="n">imageEmbed</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">n_past</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br></p>
+<p><code>imageEmbed</code> <a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br></p>
+<p><code>n_past</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="dispose"><strong>Dispose()</strong><a class="headerlink" href="#dispose" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Dispose</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+
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+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.decoderesult
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.decoderesult
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
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+          
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
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+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
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+  
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+    
+  
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+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
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+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
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+      
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+  
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+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="decoderesult">DecodeResult<a class="headerlink" href="#decoderesult" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Return codes from llama_decode</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">DecodeResult</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">DecodeResult</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Error</td>
+<td align="right">-1</td>
+<td>An unspecified error</td>
+</tr>
+<tr>
+<td>Ok</td>
+<td align="right">0</td>
+<td>Ok.</td>
+</tr>
+<tr>
+<td>NoKvSlot</td>
+<td align="right">1</td>
+<td>Could not find a KV slot for the batch (try reducing the size of the batch or increase the context)</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
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diff --git a/0.11.1/xmldocs/llama.native.ggmltype/index.html b/0.11.1/xmldocs/llama.native.ggmltype/index.html
new file mode 100644
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--- /dev/null
+++ b/0.11.1/xmldocs/llama.native.ggmltype/index.html
@@ -0,0 +1,2932 @@
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.ggmltype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.ggmltype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
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+  
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+      
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+</nav>
+                  </div>
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+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="ggmltype">GGMLType<a class="headerlink" href="#ggmltype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Possible GGML quantisation types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">GGMLType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">GGMLType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>GGML_TYPE_F32</td>
+<td align="right">0</td>
+<td>Full 32 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_F16</td>
+<td align="right">1</td>
+<td>16 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q4_0</td>
+<td align="right">2</td>
+<td>4 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q4_1</td>
+<td align="right">3</td>
+<td>4 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q5_0</td>
+<td align="right">6</td>
+<td>5 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q5_1</td>
+<td align="right">7</td>
+<td>5 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q8_0</td>
+<td align="right">8</td>
+<td>8 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q8_1</td>
+<td align="right">9</td>
+<td>8 bit float</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q2_K</td>
+<td align="right">10</td>
+<td>"type-1" 2-bit quantization in super-blocks containing 16 blocks, each block having 16 weight. Block scales and mins are quantized with 4 bits. This ends up effectively using 2.5625 bits per weight (bpw)</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q3_K</td>
+<td align="right">11</td>
+<td>"type-0" 3-bit quantization in super-blocks containing 16 blocks, each block having 16 weights. Scales are quantized with 6 bits. This end up using 3.4375 bpw.</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q4_K</td>
+<td align="right">12</td>
+<td>"type-1" 4-bit quantization in super-blocks containing 8 blocks, each block having 32 weights. Scales and mins are quantized with 6 bits. This ends up using 4.5 bpw.</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q5_K</td>
+<td align="right">13</td>
+<td>"type-1" 5-bit quantization. Same super-block structure as GGML_TYPE_Q4_K resulting in 5.5 bpw</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q6_K</td>
+<td align="right">14</td>
+<td>"type-0" 6-bit quantization. Super-blocks with 16 blocks, each block having 16 weights. Scales are quantized with 8 bits. This ends up using 6.5625 bpw</td>
+</tr>
+<tr>
+<td>GGML_TYPE_Q8_K</td>
+<td align="right">15</td>
+<td>"type-0" 8-bit quantization. Only used for quantizing intermediate results. The difference to the existing Q8_0 is that the block size is 256. All 2-6 bit dot products are implemented for this quantization type.</td>
+</tr>
+<tr>
+<td>GGML_TYPE_I8</td>
+<td align="right">16</td>
+<td>Integer, 8 bit</td>
+</tr>
+<tr>
+<td>GGML_TYPE_I16</td>
+<td align="right">17</td>
+<td>Integer, 16 bit</td>
+</tr>
+<tr>
+<td>GGML_TYPE_I32</td>
+<td align="right">18</td>
+<td>Integer, 32 bit</td>
+</tr>
+<tr>
+<td>GGML_TYPE_COUNT</td>
+<td align="right">19</td>
+<td>The value of this entry is the count of the number of possible quant types.</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
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+      </nav>
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+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+  
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.gpusplitmode
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.gpusplitmode
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
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+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
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+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
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+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
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+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
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+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="gpusplitmode">GPUSplitMode<a class="headerlink" href="#gpusplitmode" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">GPUSplitMode</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">GPUSplitMode</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<p><strong>Remarks:</strong></p>
+<p>llama_split_mode</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>None</td>
+<td align="right">0</td>
+<td>Single GPU</td>
+</tr>
+<tr>
+<td>Layer</td>
+<td align="right">1</td>
+<td>Split layers and KV across GPUs</td>
+</tr>
+<tr>
+<td>Row</td>
+<td align="right">2</td>
+<td>split rows across GPUs</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
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diff --git a/0.11.1/xmldocs/llama.native.llamabatch/index.html b/0.11.1/xmldocs/llama.native.llamabatch/index.html
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
+    </li>
+  
+
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+      <a href="../" class="md-nav__link">
+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+  
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+          
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+              
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamabatch
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamabatch
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokencount" class="md-nav__link">
+    TokenCount
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sequencecapacity" class="md-nav__link">
+    SequenceCapacity
+  </a>
+  
+    <nav class="md-nav" aria-label="SequenceCapacity">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamabatch_1" class="md-nav__link">
+    LLamaBatch()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tonativebatchllamanativebatch" class="md-nav__link">
+    ToNativeBatch(LLamaNativeBatch&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToNativeBatch(LLamaNativeBatch&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken-llamapos-readonlyspanllamaseqid-boolean" class="md-nav__link">
+    Add(LLamaToken, LLamaPos, ReadOnlySpan&lt;LLamaSeqId&gt;, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken, LLamaPos, ReadOnlySpan<LLamaSeqId>, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken-llamapos-listllamaseqid-boolean" class="md-nav__link">
+    Add(LLamaToken, LLamaPos, List&lt;LLamaSeqId&gt;, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken, LLamaPos, List<LLamaSeqId>, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken-llamapos-llamaseqid-boolean" class="md-nav__link">
+    Add(LLamaToken, LLamaPos, LLamaSeqId, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken, LLamaPos, LLamaSeqId, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addrangereadonlyspanllamatoken-llamapos-llamaseqid-boolean" class="md-nav__link">
+    AddRange(ReadOnlySpan&lt;LLamaToken&gt;, LLamaPos, LLamaSeqId, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddRange(ReadOnlySpan<LLamaToken>, LLamaPos, LLamaSeqId, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clear" class="md-nav__link">
+    Clear()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getlogitpositionsspanvaluetuplellamaseqid-int32" class="md-nav__link">
+    GetLogitPositions(Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetLogitPositions(Span<ValueTuple<LLamaSeqId, Int32>>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokencount" class="md-nav__link">
+    TokenCount
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sequencecapacity" class="md-nav__link">
+    SequenceCapacity
+  </a>
+  
+    <nav class="md-nav" aria-label="SequenceCapacity">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamabatch_1" class="md-nav__link">
+    LLamaBatch()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tonativebatchllamanativebatch" class="md-nav__link">
+    ToNativeBatch(LLamaNativeBatch&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToNativeBatch(LLamaNativeBatch&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken-llamapos-readonlyspanllamaseqid-boolean" class="md-nav__link">
+    Add(LLamaToken, LLamaPos, ReadOnlySpan&lt;LLamaSeqId&gt;, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken, LLamaPos, ReadOnlySpan<LLamaSeqId>, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken-llamapos-listllamaseqid-boolean" class="md-nav__link">
+    Add(LLamaToken, LLamaPos, List&lt;LLamaSeqId&gt;, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken, LLamaPos, List<LLamaSeqId>, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken-llamapos-llamaseqid-boolean" class="md-nav__link">
+    Add(LLamaToken, LLamaPos, LLamaSeqId, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken, LLamaPos, LLamaSeqId, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addrangereadonlyspanllamatoken-llamapos-llamaseqid-boolean" class="md-nav__link">
+    AddRange(ReadOnlySpan&lt;LLamaToken&gt;, LLamaPos, LLamaSeqId, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddRange(ReadOnlySpan<LLamaToken>, LLamaPos, LLamaSeqId, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clear" class="md-nav__link">
+    Clear()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getlogitpositionsspanvaluetuplellamaseqid-int32" class="md-nav__link">
+    GetLogitPositions(Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetLogitPositions(Span<ValueTuple<LLamaSeqId, Int32>>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamabatch">LLamaBatch<a class="headerlink" href="#llamabatch" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A batch allows submitting multiple tokens to multiple sequences simultaneously</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaBatch</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">LLamaBatch</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="tokencount"><strong>TokenCount</strong><a class="headerlink" href="#tokencount" title="Permanent link"></a></h3>
+<p>The number of tokens in this batch</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TokenCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">private</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="sequencecapacity"><strong>SequenceCapacity</strong><a class="headerlink" href="#sequencecapacity" title="Permanent link"></a></h3>
+<p>Maximum number of sequences a token can be assigned to (automatically grows if exceeded)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">SequenceCapacity</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">private</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamabatch_1"><strong>LLamaBatch()</strong><a class="headerlink" href="#llamabatch_1" title="Permanent link"></a></h3>
+<p>Create a new batch for submitting inputs to llama.cpp</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaBatch</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tonativebatchllamanativebatch"><strong>ToNativeBatch(LLamaNativeBatch&amp;)</strong><a class="headerlink" href="#tonativebatchllamanativebatch" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="n">GroupDisposable</span><span class="w"> </span><span class="nf">ToNativeBatch</span><span class="p">(</span><span class="n">LLamaNativeBatch</span><span class="o">&amp;</span><span class="w"> </span><span class="n">batch</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>batch</code> <a href="./llama.native.llamanativebatch&amp;.md">LLamaNativeBatch&amp;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./llama.native.groupdisposable.md">GroupDisposable</a><br></p>
+<h3 id="addllamatoken-llamapos-readonlyspanllamaseqid-boolean"><strong>Add(LLamaToken, LLamaPos, ReadOnlySpan&lt;LLamaSeqId&gt;, Boolean)</strong><a class="headerlink" href="#addllamatoken-llamapos-readonlyspanllamaseqid-boolean" title="Permanent link"></a></h3>
+<p>Add a single token to the batch at the same position in several sequences</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">pos</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="o">&gt;</span><span class="w"> </span><span class="n">sequences</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logits</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
+The token to add</p>
+<p><code>pos</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
+The position to add it att</p>
+<p><code>sequences</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaSeqId&gt;</a><br>
+The set of sequences to add this token to</p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The index that the token was added at. Use this for GetLogitsIth</p>
+<p><strong>Remarks:</strong></p>
+<p><a href="https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2">https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</a></p>
+<h3 id="addllamatoken-llamapos-listllamaseqid-boolean"><strong>Add(LLamaToken, LLamaPos, List&lt;LLamaSeqId&gt;, Boolean)</strong><a class="headerlink" href="#addllamatoken-llamapos-listllamaseqid-boolean" title="Permanent link"></a></h3>
+<p>Add a single token to the batch at the same position in several sequences</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">pos</span><span class="p">,</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="o">&gt;</span><span class="w"> </span><span class="n">sequences</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logits</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
+The token to add</p>
+<p><code>pos</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
+The position to add it att</p>
+<p><code>sequences</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;LLamaSeqId&gt;</a><br>
+The set of sequences to add this token to</p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The index that the token was added at. Use this for GetLogitsIth</p>
+<p><strong>Remarks:</strong></p>
+<p><a href="https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2">https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</a></p>
+<h3 id="addllamatoken-llamapos-llamaseqid-boolean"><strong>Add(LLamaToken, LLamaPos, LLamaSeqId, Boolean)</strong><a class="headerlink" href="#addllamatoken-llamapos-llamaseqid-boolean" title="Permanent link"></a></h3>
+<p>Add a single token to the batch at a certain position for a single sequences</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">pos</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">sequence</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logits</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
+The token to add</p>
+<p><code>pos</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
+The position to add it att</p>
+<p><code>sequence</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br>
+The sequence to add this token to</p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The index that the token was added at. Use this for GetLogitsIth</p>
+<p><strong>Remarks:</strong></p>
+<p><a href="https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2">https://github.com/ggerganov/llama.cpp/blob/ad939626577cd25b462e8026cc543efb71528472/common/common.cpp#L829C2-L829C2</a></p>
+<h3 id="addrangereadonlyspanllamatoken-llamapos-llamaseqid-boolean"><strong>AddRange(ReadOnlySpan&lt;LLamaToken&gt;, LLamaPos, LLamaSeqId, Boolean)</strong><a class="headerlink" href="#addrangereadonlyspanllamatoken-llamapos-llamaseqid-boolean" title="Permanent link"></a></h3>
+<p>Add a range of tokens to a single sequence, start at the given position.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">AddRange</span><span class="p">(</span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">start</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">sequence</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">logitsLast</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br>
+The tokens to add</p>
+<p><code>start</code> <a href="../llama.native.llamapos/">LLamaPos</a><br>
+The starting position to add tokens at</p>
+<p><code>sequence</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br>
+The sequence to add this token to</p>
+<p><code>logitsLast</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Whether the final token should generate logits</p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The index that the final token was added at. Use this for GetLogitsIth</p>
+<h3 id="clear"><strong>Clear()</strong><a class="headerlink" href="#clear" title="Permanent link"></a></h3>
+<p>Set TokenCount to zero for this batch</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Clear</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="getlogitpositionsspanvaluetuplellamaseqid-int32"><strong>GetLogitPositions(Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;)</strong><a class="headerlink" href="#getlogitpositionsspanvaluetuplellamaseqid-int32" title="Permanent link"></a></h3>
+<p>Get the positions where logits can be sampled from</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="n">ValueTuple</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="o">&gt;&gt;</span><span class="w"> </span><span class="n">GetLogitPositions</span><span class="p">(</span><span class="n">Span</span><span class="o">&lt;</span><span class="n">ValueTuple</span><span class="o">&lt;</span><span class="n">LLamaSeqId</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="o">&gt;&gt;</span><span class="w"> </span><span class="n">dest</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;</a><br></p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;ValueTuple&lt;LLamaSeqId, Int32&gt;&gt;</a><br></p>
+
+
+
+
+
+                
+              </article>
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
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+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
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+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
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+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
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+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+            
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamabeamsstate
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamabeamsstate
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#commonprefixlength" class="md-nav__link">
+    CommonPrefixLength
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lastcall" class="md-nav__link">
+    LastCall
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#beams" class="md-nav__link">
+    Beams
+  </a>
+  
+    <nav class="md-nav" aria-label="Beams">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#commonprefixlength" class="md-nav__link">
+    CommonPrefixLength
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#lastcall" class="md-nav__link">
+    LastCall
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#beams" class="md-nav__link">
+    Beams
+  </a>
+  
+    <nav class="md-nav" aria-label="Beams">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamabeamsstate">LLamaBeamsState<a class="headerlink" href="#llamabeamsstate" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Passed to beam_search_callback function.
+ Whenever 0 &lt; common_prefix_length, this number of tokens should be copied from any of the beams
+ (e.g. beams[0]) as they will be removed (shifted) from all beams in all subsequent callbacks.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaBeamsState</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaBeamsState</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="commonprefixlength"><strong>CommonPrefixLength</strong><a class="headerlink" href="#commonprefixlength" title="Permanent link"></a></h3>
+<p>Current max length of prefix tokens shared by all beams.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">CommonPrefixLength</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="lastcall"><strong>LastCall</strong><a class="headerlink" href="#lastcall" title="Permanent link"></a></h3>
+<p>True iff this is the last callback invocation.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">LastCall</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="beams"><strong>Beams</strong><a class="headerlink" href="#beams" title="Permanent link"></a></h3>
+<p>The current state of each beam</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="n">LLamaBeamView</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Beams</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;LLamaBeamView&gt;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
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diff --git a/0.11.1/xmldocs/llama.native.llamabeamview/index.html b/0.11.1/xmldocs/llama.native.llamabeamview/index.html
new file mode 100644
index 00000000..980193cd
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@@ -0,0 +1,2951 @@
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+        Use ChatSession
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+        Understand LLamaContext
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+    <li class="md-nav__item">
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
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+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
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+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamabeamview
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamabeamview
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#cumulativeprobability" class="md-nav__link">
+    CumulativeProbability
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#endofbeam" class="md-nav__link">
+    EndOfBeam
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokens" class="md-nav__link">
+    Tokens
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#cumulativeprobability" class="md-nav__link">
+    CumulativeProbability
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#endofbeam" class="md-nav__link">
+    EndOfBeam
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tokens" class="md-nav__link">
+    Tokens
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
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+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamabeamview">LLamaBeamView<a class="headerlink" href="#llamabeamview" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Information about a single beam in a beam search</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaBeamView</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaBeamView</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="cumulativeprobability"><strong>CumulativeProbability</strong><a class="headerlink" href="#cumulativeprobability" title="Permanent link"></a></h3>
+<p>Cumulative beam probability (renormalized relative to all beams)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">CumulativeProbability</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="endofbeam"><strong>EndOfBeam</strong><a class="headerlink" href="#endofbeam" title="Permanent link"></a></h3>
+<p>Callback should set this to true when a beam is at end-of-beam.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">EndOfBeam</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="tokens"><strong>Tokens</strong><a class="headerlink" href="#tokens" title="Permanent link"></a></h3>
+<p>Tokens in this beam</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Tokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;LLamaToken&gt;</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.native.llamachatmessage/index.html b/0.11.1/xmldocs/llama.native.llamachatmessage/index.html
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@@ -0,0 +1,2877 @@
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+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamachatmessage
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamachatmessage
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#role" class="md-nav__link">
+    role
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#content" class="md-nav__link">
+    content
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
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+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamachatmessage">LLamaChatMessage<a class="headerlink" href="#llamachatmessage" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaChatMessage</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaChatMessage</a></p>
+<p><strong>Remarks:</strong></p>
+<p>llama_chat_message</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="role"><strong>role</strong><a class="headerlink" href="#role" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">role</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="content"><strong>content</strong><a class="headerlink" href="#content" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">content</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
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diff --git a/0.11.1/xmldocs/llama.native.llamacontextparams/index.html b/0.11.1/xmldocs/llama.native.llamacontextparams/index.html
new file mode 100644
index 00000000..637a3847
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamacontextparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamacontextparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    seed
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_ctx" class="md-nav__link">
+    n_ctx
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_batch" class="md-nav__link">
+    n_batch
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_threads" class="md-nav__link">
+    n_threads
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_threads_batch" class="md-nav__link">
+    n_threads_batch
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rope_scaling_type" class="md-nav__link">
+    rope_scaling_type
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rope_freq_base" class="md-nav__link">
+    rope_freq_base
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rope_freq_scale" class="md-nav__link">
+    rope_freq_scale
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_ext_factor" class="md-nav__link">
+    yarn_ext_factor
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_attn_factor" class="md-nav__link">
+    yarn_attn_factor
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_beta_fast" class="md-nav__link">
+    yarn_beta_fast
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_beta_slow" class="md-nav__link">
+    yarn_beta_slow
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_orig_ctx" class="md-nav__link">
+    yarn_orig_ctx
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#defrag_threshold" class="md-nav__link">
+    defrag_threshold
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#cb_eval" class="md-nav__link">
+    cb_eval
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#cb_eval_user_data" class="md-nav__link">
+    cb_eval_user_data
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#type_k" class="md-nav__link">
+    type_k
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#type_v" class="md-nav__link">
+    type_v
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embedding" class="md-nav__link">
+    embedding
+  </a>
+  
+    <nav class="md-nav" aria-label="embedding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#offload_kqv" class="md-nav__link">
+    offload_kqv
+  </a>
+  
+    <nav class="md-nav" aria-label="offload_kqv">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#do_pooling" class="md-nav__link">
+    do_pooling
+  </a>
+  
+    <nav class="md-nav" aria-label="do_pooling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#seed" class="md-nav__link">
+    seed
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_ctx" class="md-nav__link">
+    n_ctx
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_batch" class="md-nav__link">
+    n_batch
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_threads" class="md-nav__link">
+    n_threads
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_threads_batch" class="md-nav__link">
+    n_threads_batch
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rope_scaling_type" class="md-nav__link">
+    rope_scaling_type
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rope_freq_base" class="md-nav__link">
+    rope_freq_base
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#rope_freq_scale" class="md-nav__link">
+    rope_freq_scale
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_ext_factor" class="md-nav__link">
+    yarn_ext_factor
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_attn_factor" class="md-nav__link">
+    yarn_attn_factor
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_beta_fast" class="md-nav__link">
+    yarn_beta_fast
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_beta_slow" class="md-nav__link">
+    yarn_beta_slow
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#yarn_orig_ctx" class="md-nav__link">
+    yarn_orig_ctx
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#defrag_threshold" class="md-nav__link">
+    defrag_threshold
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#cb_eval" class="md-nav__link">
+    cb_eval
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#cb_eval_user_data" class="md-nav__link">
+    cb_eval_user_data
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#type_k" class="md-nav__link">
+    type_k
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#type_v" class="md-nav__link">
+    type_v
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embedding" class="md-nav__link">
+    embedding
+  </a>
+  
+    <nav class="md-nav" aria-label="embedding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#offload_kqv" class="md-nav__link">
+    offload_kqv
+  </a>
+  
+    <nav class="md-nav" aria-label="offload_kqv">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#do_pooling" class="md-nav__link">
+    do_pooling
+  </a>
+  
+    <nav class="md-nav" aria-label="do_pooling">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamacontextparams">LLamaContextParams<a class="headerlink" href="#llamacontextparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A C# representation of the llama.cpp <code>llama_context_params</code> struct</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaContextParams</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaContextParams</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="seed"><strong>seed</strong><a class="headerlink" href="#seed" title="Permanent link"></a></h3>
+<p>RNG seed, -1 for random</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">seed</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_ctx"><strong>n_ctx</strong><a class="headerlink" href="#n_ctx" title="Permanent link"></a></h3>
+<p>text context, 0 = from model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">n_ctx</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_batch"><strong>n_batch</strong><a class="headerlink" href="#n_batch" title="Permanent link"></a></h3>
+<p>prompt processing batch size</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">n_batch</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_threads"><strong>n_threads</strong><a class="headerlink" href="#n_threads" title="Permanent link"></a></h3>
+<p>number of threads to use for generation</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">n_threads</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_threads_batch"><strong>n_threads_batch</strong><a class="headerlink" href="#n_threads_batch" title="Permanent link"></a></h3>
+<p>number of threads to use for batch processing</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">n_threads_batch</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="rope_scaling_type"><strong>rope_scaling_type</strong><a class="headerlink" href="#rope_scaling_type" title="Permanent link"></a></h3>
+<p>RoPE scaling type, from <code>enum llama_rope_scaling_type</code></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">RopeScalingType</span><span class="w"> </span><span class="n">rope_scaling_type</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="rope_freq_base"><strong>rope_freq_base</strong><a class="headerlink" href="#rope_freq_base" title="Permanent link"></a></h3>
+<p>RoPE base frequency, 0 = from model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">rope_freq_base</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="rope_freq_scale"><strong>rope_freq_scale</strong><a class="headerlink" href="#rope_freq_scale" title="Permanent link"></a></h3>
+<p>RoPE frequency scaling factor, 0 = from model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">rope_freq_scale</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="yarn_ext_factor"><strong>yarn_ext_factor</strong><a class="headerlink" href="#yarn_ext_factor" title="Permanent link"></a></h3>
+<p>YaRN extrapolation mix factor, negative = from model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">yarn_ext_factor</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="yarn_attn_factor"><strong>yarn_attn_factor</strong><a class="headerlink" href="#yarn_attn_factor" title="Permanent link"></a></h3>
+<p>YaRN magnitude scaling factor</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">yarn_attn_factor</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="yarn_beta_fast"><strong>yarn_beta_fast</strong><a class="headerlink" href="#yarn_beta_fast" title="Permanent link"></a></h3>
+<p>YaRN low correction dim</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">yarn_beta_fast</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="yarn_beta_slow"><strong>yarn_beta_slow</strong><a class="headerlink" href="#yarn_beta_slow" title="Permanent link"></a></h3>
+<p>YaRN high correction dim</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">yarn_beta_slow</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="yarn_orig_ctx"><strong>yarn_orig_ctx</strong><a class="headerlink" href="#yarn_orig_ctx" title="Permanent link"></a></h3>
+<p>YaRN original context size</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">yarn_orig_ctx</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="defrag_threshold"><strong>defrag_threshold</strong><a class="headerlink" href="#defrag_threshold" title="Permanent link"></a></h3>
+<p>defragment the KV cache if holes/size &gt; defrag_threshold, Set to &lt; 0 to disable (default)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">defrag_threshold</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="cb_eval"><strong>cb_eval</strong><a class="headerlink" href="#cb_eval" title="Permanent link"></a></h3>
+<p>ggml_backend_sched_eval_callback</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="n">cb_eval</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="cb_eval_user_data"><strong>cb_eval_user_data</strong><a class="headerlink" href="#cb_eval_user_data" title="Permanent link"></a></h3>
+<p>User data passed into cb_eval</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="n">cb_eval_user_data</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="type_k"><strong>type_k</strong><a class="headerlink" href="#type_k" title="Permanent link"></a></h3>
+<p>data type for K cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">GGMLType</span><span class="w"> </span><span class="n">type_k</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="type_v"><strong>type_v</strong><a class="headerlink" href="#type_v" title="Permanent link"></a></h3>
+<p>data type for V cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">GGMLType</span><span class="w"> </span><span class="n">type_v</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="embedding"><strong>embedding</strong><a class="headerlink" href="#embedding" title="Permanent link"></a></h3>
+<p>embedding mode only</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">embedding</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="offload_kqv"><strong>offload_kqv</strong><a class="headerlink" href="#offload_kqv" title="Permanent link"></a></h3>
+<p>whether to offload the KQV ops (including the KV cache) to GPU</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">offload_kqv</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="do_pooling"><strong>do_pooling</strong><a class="headerlink" href="#do_pooling" title="Permanent link"></a></h3>
+<p>Whether to pool (sum) embedding results by sequence id (ignored if no pooling layer)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">do_pooling</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
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new file mode 100644
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+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
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+    
+    <li class="md-nav__item md-nav__item--nested">
+      
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+      
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
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+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamaftype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamaftype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
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+        llama.types.completionusage
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+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
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+        llama.types.embeddingdata
+      </a>
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+        logger
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+  
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+</nav>
+                  </div>
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+              </div>
+            
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+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamaftype">LLamaFtype<a class="headerlink" href="#llamaftype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Supported model file types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaFtype</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaFtype</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>LLAMA_FTYPE_ALL_F32</td>
+<td align="right">0</td>
+<td>All f32</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_F16</td>
+<td align="right">1</td>
+<td>Mostly f16</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q8_0</td>
+<td align="right">7</td>
+<td>Mostly 8 bit</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q4_0</td>
+<td align="right">2</td>
+<td>Mostly 4 bit</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q4_1</td>
+<td align="right">3</td>
+<td>Mostly 4 bit</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q4_1_SOME_F16</td>
+<td align="right">4</td>
+<td>Mostly 4 bit, tok_embeddings.weight and output.weight are f16</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q5_0</td>
+<td align="right">8</td>
+<td>Mostly 5 bit</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q5_1</td>
+<td align="right">9</td>
+<td>Mostly 5 bit</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q2_K</td>
+<td align="right">10</td>
+<td>K-Quant 2 bit</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q3_K_S</td>
+<td align="right">11</td>
+<td>K-Quant 3 bit (Small)</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q3_K_M</td>
+<td align="right">12</td>
+<td>K-Quant 3 bit (Medium)</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q3_K_L</td>
+<td align="right">13</td>
+<td>K-Quant 3 bit (Large)</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q4_K_S</td>
+<td align="right">14</td>
+<td>K-Quant 4 bit (Small)</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q4_K_M</td>
+<td align="right">15</td>
+<td>K-Quant 4 bit (Medium)</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q5_K_S</td>
+<td align="right">16</td>
+<td>K-Quant 5 bit (Small)</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q5_K_M</td>
+<td align="right">17</td>
+<td>K-Quant 5 bit (Medium)</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q6_K</td>
+<td align="right">18</td>
+<td>K-Quant 6 bit</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ2_XXS</td>
+<td align="right">19</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ2_XS</td>
+<td align="right">20</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_Q2_K_S</td>
+<td align="right">21</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ3_K_XS</td>
+<td align="right">22</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ3_XXS</td>
+<td align="right">23</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ1_S</td>
+<td align="right">24</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ4_NL</td>
+<td align="right">25</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ3_S</td>
+<td align="right">26</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ3_M</td>
+<td align="right">27</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ2_S</td>
+<td align="right">28</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ2_M</td>
+<td align="right">29</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_MOSTLY_IQ4_XS</td>
+<td align="right">30</td>
+<td>except 1d tensors</td>
+</tr>
+<tr>
+<td>LLAMA_FTYPE_GUESSED</td>
+<td align="right">1024</td>
+<td>File type was not specified</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
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+        
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diff --git a/0.11.1/xmldocs/llama.native.llamagrammarelement/index.html b/0.11.1/xmldocs/llama.native.llamagrammarelement/index.html
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    </li>
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+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+  
+    
+  
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+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
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+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamagrammarelement
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamagrammarelement
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#type" class="md-nav__link">
+    Type
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#value" class="md-nav__link">
+    Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamagrammarelementllamagrammarelementtype-uint32" class="md-nav__link">
+    LLamaGrammarElement(LLamaGrammarElementType, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaGrammarElement(LLamaGrammarElementType, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#ischarelement" class="md-nav__link">
+    IsCharElement()
+  </a>
+  
+    <nav class="md-nav" aria-label="IsCharElement()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamagrammarelement" class="md-nav__link">
+    Equals(LLamaGrammarElement)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaGrammarElement)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#type" class="md-nav__link">
+    Type
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#value" class="md-nav__link">
+    Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamagrammarelementllamagrammarelementtype-uint32" class="md-nav__link">
+    LLamaGrammarElement(LLamaGrammarElementType, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaGrammarElement(LLamaGrammarElementType, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#ischarelement" class="md-nav__link">
+    IsCharElement()
+  </a>
+  
+    <nav class="md-nav" aria-label="IsCharElement()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamagrammarelement" class="md-nav__link">
+    Equals(LLamaGrammarElement)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaGrammarElement)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamagrammarelement">LLamaGrammarElement<a class="headerlink" href="#llamagrammarelement" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>An element of a grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaGrammarElement</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaGrammarElement</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;LLamaGrammarElement&gt;</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="type"><strong>Type</strong><a class="headerlink" href="#type" title="Permanent link"></a></h3>
+<p>The type of this element</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaGrammarElementType</span><span class="w"> </span><span class="n">Type</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="value"><strong>Value</strong><a class="headerlink" href="#value" title="Permanent link"></a></h3>
+<p>Unicode code point or rule ID</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">Value</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamagrammarelementllamagrammarelementtype-uint32"><strong>LLamaGrammarElement(LLamaGrammarElementType, UInt32)</strong><a class="headerlink" href="#llamagrammarelementllamagrammarelementtype-uint32" title="Permanent link"></a></h3>
+<p>Construct a new LLamaGrammarElement</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaGrammarElement</span><span class="p">(</span><span class="n">LLamaGrammarElementType</span><span class="w"> </span><span class="n">type</span><span class="p">,</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="k">value</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>type</code> <a href="../llama.native.llamagrammarelementtype/">LLamaGrammarElementType</a><br></p>
+<p><code>value</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="ischarelement"><strong>IsCharElement()</strong><a class="headerlink" href="#ischarelement" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">IsCharElement</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsllamagrammarelement"><strong>Equals(LLamaGrammarElement)</strong><a class="headerlink" href="#equalsllamagrammarelement" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">LLamaGrammarElement</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">LLamaGrammarElement</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.native.llamagrammarelementtype/index.html b/0.11.1/xmldocs/llama.native.llamagrammarelementtype/index.html
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+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamagrammarelementtype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamagrammarelementtype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamagrammarelementtype">LLamaGrammarElementType<a class="headerlink" href="#llamagrammarelementtype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>grammar element type</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaGrammarElementType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaGrammarElementType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>END</td>
+<td align="right">0</td>
+<td>end of rule definition</td>
+</tr>
+<tr>
+<td>ALT</td>
+<td align="right">1</td>
+<td>start of alternate definition for rule</td>
+</tr>
+<tr>
+<td>RULE_REF</td>
+<td align="right">2</td>
+<td>non-terminal element: reference to rule</td>
+</tr>
+<tr>
+<td>CHAR</td>
+<td align="right">3</td>
+<td>terminal element: character (code point)</td>
+</tr>
+<tr>
+<td>CHAR_NOT</td>
+<td align="right">4</td>
+<td>inverse char(s) ([^a], [^a-b] [^abc])</td>
+</tr>
+<tr>
+<td>CHAR_RNG_UPPER</td>
+<td align="right">5</td>
+<td>modifies a preceding CHAR or CHAR_ALT to be an inclusive range ([a-z])</td>
+</tr>
+<tr>
+<td>CHAR_ALT</td>
+<td align="right">6</td>
+<td>modifies a preceding CHAR or CHAR_RNG_UPPER to add an alternate char to match ([ab], [a-zA])</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
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diff --git a/0.11.1/xmldocs/llama.native.llamakvcacheview/index.html b/0.11.1/xmldocs/llama.native.llamakvcacheview/index.html
new file mode 100644
index 00000000..cde79b0c
--- /dev/null
+++ b/0.11.1/xmldocs/llama.native.llamakvcacheview/index.html
@@ -0,0 +1,2783 @@
+
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+          
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+        Use executors
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+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
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+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamakvcacheview
+      </a>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamakvcacheview">LLamaKvCacheView<a class="headerlink" href="#llamakvcacheview" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>An updateable view of the KV cache (llama_kv_cache_view)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaKvCacheView</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaKvCacheView</a></p>
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diff --git a/0.11.1/xmldocs/llama.native.llamakvcacheviewcell/index.html b/0.11.1/xmldocs/llama.native.llamakvcacheviewcell/index.html
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamakvcacheviewcell
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamakvcacheviewcell
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#pos" class="md-nav__link">
+    pos
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#pos" class="md-nav__link">
+    pos
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamakvcacheviewcell">LLamaKvCacheViewCell<a class="headerlink" href="#llamakvcacheviewcell" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Information associated with an individual cell in the KV cache view (llama_kv_cache_view_cell)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaKvCacheViewCell</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaKvCacheViewCell</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="pos"><strong>pos</strong><a class="headerlink" href="#pos" title="Permanent link"></a></h3>
+<p>The position for this cell. Takes KV cache shifts into account.
+ May be negative if the cell is not populated.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">pos</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/xmldocs/llama.native.llamakvcacheviewsafehandle/index.html b/0.11.1/xmldocs/llama.native.llamakvcacheviewsafehandle/index.html
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamakvcacheviewsafehandle
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamakvcacheviewsafehandlesafellamacontexthandle-llamakvcacheview" class="md-nav__link">
+    LLamaKvCacheViewSafeHandle(SafeLLamaContextHandle, LLamaKvCacheView)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaKvCacheViewSafeHandle(SafeLLamaContextHandle, LLamaKvCacheView)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#allocatesafellamacontexthandle-int32" class="md-nav__link">
+    Allocate(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Allocate(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#update" class="md-nav__link">
+    Update()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getview" class="md-nav__link">
+    GetView()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetView()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
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+        llama.types.completionlogprobs
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+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
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+  
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamakvcacheviewsafehandlesafellamacontexthandle-llamakvcacheview" class="md-nav__link">
+    LLamaKvCacheViewSafeHandle(SafeLLamaContextHandle, LLamaKvCacheView)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaKvCacheViewSafeHandle(SafeLLamaContextHandle, LLamaKvCacheView)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#allocatesafellamacontexthandle-int32" class="md-nav__link">
+    Allocate(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Allocate(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#update" class="md-nav__link">
+    Update()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getview" class="md-nav__link">
+    GetView()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetView()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
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+    </nav>
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+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamakvcacheviewsafehandle">LLamaKvCacheViewSafeHandle<a class="headerlink" href="#llamakvcacheviewsafehandle" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A safe handle for a LLamaKvCacheView</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">LLamaKvCacheViewSafeHandle</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">SafeLLamaHandleBase</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.constrainedexecution.criticalfinalizerobject">CriticalFinalizerObject</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.interopservices.safehandle">SafeHandle</a> → <a href="../llama.native.safellamahandlebase/">SafeLLamaHandleBase</a> → <a href="./">LLamaKvCacheViewSafeHandle</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="isinvalid"><strong>IsInvalid</strong><a class="headerlink" href="#isinvalid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsInvalid</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="isclosed"><strong>IsClosed</strong><a class="headerlink" href="#isclosed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsClosed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamakvcacheviewsafehandlesafellamacontexthandle-llamakvcacheview"><strong>LLamaKvCacheViewSafeHandle(SafeLLamaContextHandle, LLamaKvCacheView)</strong><a class="headerlink" href="#llamakvcacheviewsafehandlesafellamacontexthandle-llamakvcacheview" title="Permanent link"></a></h3>
+<p>Initialize a LLamaKvCacheViewSafeHandle which will call <code>llama_kv_cache_view_free</code> when disposed</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">LLamaKvCacheViewSafeHandle</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaKvCacheView</span><span class="w"> </span><span class="n">view</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>view</code> <a href="../llama.native.llamakvcacheview/">LLamaKvCacheView</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="allocatesafellamacontexthandle-int32"><strong>Allocate(SafeLLamaContextHandle, Int32)</strong><a class="headerlink" href="#allocatesafellamacontexthandle-int32" title="Permanent link"></a></h3>
+<p>Allocate a new KV cache view which can be used to inspect the KV cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaKvCacheViewSafeHandle</span><span class="w"> </span><span class="nf">Allocate</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">maxSequences</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>maxSequences</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The maximum number of sequences visible in this view per cell</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">LLamaKvCacheViewSafeHandle</a><br></p>
+<h3 id="releasehandle"><strong>ReleaseHandle()</strong><a class="headerlink" href="#releasehandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">ReleaseHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="update"><strong>Update()</strong><a class="headerlink" href="#update" title="Permanent link"></a></h3>
+<p>Update this view</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Update</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="getview"><strong>GetView()</strong><a class="headerlink" href="#getview" title="Permanent link"></a></h3>
+<p>Get the raw KV cache view</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaKvCacheView</span><span class="o">&amp;</span><span class="w"> </span><span class="n">GetView</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="./llama.native.llamakvcacheview&amp;.md">LLamaKvCacheView&amp;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
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diff --git a/0.11.1/xmldocs/llama.native.llamaloglevel/index.html b/0.11.1/xmldocs/llama.native.llamaloglevel/index.html
new file mode 100644
index 00000000..f68402be
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@@ -0,0 +1,2862 @@
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+          
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+        Talk to yourself
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+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamaloglevel
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamaloglevel
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
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+            
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
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+  
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
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+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
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+  
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+            
+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
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+      <a href="../llama.sessionstate/" class="md-nav__link">
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+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
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+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
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+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
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+  
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+          
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
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+  
+
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+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
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+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
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+          
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+              
+  
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+  
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+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
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+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
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+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
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+  
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+          
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+              
+  
+  
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+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
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+        logger
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+  
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+  
+
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+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
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+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
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+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
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+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamaloglevel">LLamaLogLevel<a class="headerlink" href="#llamaloglevel" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Severity level of a log message</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaLogLevel</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaLogLevel</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Error</td>
+<td align="right">2</td>
+<td>Logs that highlight when the current flow of execution is stopped due to a failure.</td>
+</tr>
+<tr>
+<td>Warning</td>
+<td align="right">3</td>
+<td>Logs that highlight an abnormal or unexpected event in the application flow, but do not otherwise cause the application execution to stop.</td>
+</tr>
+<tr>
+<td>Info</td>
+<td align="right">4</td>
+<td>Logs that track the general flow of the application.</td>
+</tr>
+<tr>
+<td>Debug</td>
+<td align="right">5</td>
+<td>Logs that are used for interactive investigation during development.</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
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diff --git a/0.11.1/xmldocs/llama.native.llamamodelkvoverridetype/index.html b/0.11.1/xmldocs/llama.native.llamamodelkvoverridetype/index.html
new file mode 100644
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@@ -0,0 +1,2859 @@
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+    </li>
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+      </nav>
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+        llama.abstractions.adaptercollection
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+        llama.abstractions.icontextparams
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+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamamodelkvoverridetype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamamodelkvoverridetype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
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+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamamodelkvoverridetype">LLamaModelKvOverrideType<a class="headerlink" href="#llamamodelkvoverridetype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Specifies what type of value is being overridden by LLamaModelKvOverride</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaModelKvOverrideType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaModelKvOverrideType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<p><strong>Remarks:</strong></p>
+<p>llama_model_kv_override_type</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Int</td>
+<td align="right">0</td>
+<td>Overriding an int value</td>
+</tr>
+<tr>
+<td>Float</td>
+<td align="right">1</td>
+<td>Overriding a float value</td>
+</tr>
+<tr>
+<td>Bool</td>
+<td align="right">2</td>
+<td>Overriding a bool value</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
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diff --git a/0.11.1/xmldocs/llama.native.llamamodelmetadataoverride/index.html b/0.11.1/xmldocs/llama.native.llamamodelmetadataoverride/index.html
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    </li>
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
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+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
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+      </nav>
+    </li>
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+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamamodelmetadataoverride
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamamodelmetadataoverride
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#key" class="md-nav__link">
+    key
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tag" class="md-nav__link">
+    Tag
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#intvalue" class="md-nav__link">
+    IntValue
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#floatvalue" class="md-nav__link">
+    FloatValue
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#boolvalue" class="md-nav__link">
+    BoolValue
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#key" class="md-nav__link">
+    key
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tag" class="md-nav__link">
+    Tag
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#intvalue" class="md-nav__link">
+    IntValue
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#floatvalue" class="md-nav__link">
+    FloatValue
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#boolvalue" class="md-nav__link">
+    BoolValue
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamamodelmetadataoverride">LLamaModelMetadataOverride<a class="headerlink" href="#llamamodelmetadataoverride" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Override a key/value pair in the llama model metadata (llama_model_kv_override)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaModelMetadataOverride</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaModelMetadataOverride</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="key"><strong>key</strong><a class="headerlink" href="#key" title="Permanent link"></a></h3>
+<p>Key to override</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="o">&lt;</span><span class="n">key</span><span class="o">&gt;</span><span class="n">e__FixedBuffer</span><span class="w"> </span><span class="n">key</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="tag"><strong>Tag</strong><a class="headerlink" href="#tag" title="Permanent link"></a></h3>
+<p>Type of value</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaModelKvOverrideType</span><span class="w"> </span><span class="n">Tag</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="intvalue"><strong>IntValue</strong><a class="headerlink" href="#intvalue" title="Permanent link"></a></h3>
+<p>Value, <strong>must</strong> only be used if Tag == LLAMA_KV_OVERRIDE_INT</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">long</span><span class="w"> </span><span class="n">IntValue</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="floatvalue"><strong>FloatValue</strong><a class="headerlink" href="#floatvalue" title="Permanent link"></a></h3>
+<p>Value, <strong>must</strong> only be used if Tag == LLAMA_KV_OVERRIDE_FLOAT</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">double</span><span class="w"> </span><span class="n">FloatValue</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="boolvalue"><strong>BoolValue</strong><a class="headerlink" href="#boolvalue" title="Permanent link"></a></h3>
+<p>Value, <strong>must</strong> only be used if Tag == LLAMA_KV_OVERRIDE_BOOL</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">long</span><span class="w"> </span><span class="n">BoolValue</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
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@@ -0,0 +1,3134 @@
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
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+        Understand LLamaContext
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+        Batched executor - basic guidance
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+    </li>
+  
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+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+              
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+    <li class="md-nav__item">
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
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+    </li>
+  
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
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+          API Reference
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamamodelparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamamodelparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#n_gpu_layers" class="md-nav__link">
+    n_gpu_layers
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#split_mode" class="md-nav__link">
+    split_mode
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#main_gpu" class="md-nav__link">
+    main_gpu
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensor_split" class="md-nav__link">
+    tensor_split
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#progress_callback" class="md-nav__link">
+    progress_callback
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#progress_callback_user_data" class="md-nav__link">
+    progress_callback_user_data
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kv_overrides" class="md-nav__link">
+    kv_overrides
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#vocab_only" class="md-nav__link">
+    vocab_only
+  </a>
+  
+    <nav class="md-nav" aria-label="vocab_only">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mmap" class="md-nav__link">
+    use_mmap
+  </a>
+  
+    <nav class="md-nav" aria-label="use_mmap">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mlock" class="md-nav__link">
+    use_mlock
+  </a>
+  
+    <nav class="md-nav" aria-label="use_mlock">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#n_gpu_layers" class="md-nav__link">
+    n_gpu_layers
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#split_mode" class="md-nav__link">
+    split_mode
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#main_gpu" class="md-nav__link">
+    main_gpu
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tensor_split" class="md-nav__link">
+    tensor_split
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#progress_callback" class="md-nav__link">
+    progress_callback
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#progress_callback_user_data" class="md-nav__link">
+    progress_callback_user_data
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kv_overrides" class="md-nav__link">
+    kv_overrides
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#vocab_only" class="md-nav__link">
+    vocab_only
+  </a>
+  
+    <nav class="md-nav" aria-label="vocab_only">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mmap" class="md-nav__link">
+    use_mmap
+  </a>
+  
+    <nav class="md-nav" aria-label="use_mmap">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#use_mlock" class="md-nav__link">
+    use_mlock
+  </a>
+  
+    <nav class="md-nav" aria-label="use_mlock">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamamodelparams">LLamaModelParams<a class="headerlink" href="#llamamodelparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A C# representation of the llama.cpp <code>llama_model_params</code> struct</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaModelParams</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaModelParams</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="n_gpu_layers"><strong>n_gpu_layers</strong><a class="headerlink" href="#n_gpu_layers" title="Permanent link"></a></h3>
+<p>// number of layers to store in VRAM</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_gpu_layers</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="split_mode"><strong>split_mode</strong><a class="headerlink" href="#split_mode" title="Permanent link"></a></h3>
+<p>how to split the model across multiple GPUs</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">GPUSplitMode</span><span class="w"> </span><span class="n">split_mode</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="main_gpu"><strong>main_gpu</strong><a class="headerlink" href="#main_gpu" title="Permanent link"></a></h3>
+<p>the GPU that is used for scratch and small tensors</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">main_gpu</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="tensor_split"><strong>tensor_split</strong><a class="headerlink" href="#tensor_split" title="Permanent link"></a></h3>
+<p>how to split layers across multiple GPUs (size: <a href="../llama.native.nativeapi/#llama_max_devices">NativeApi.llama_max_devices()</a>)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">tensor_split</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="progress_callback"><strong>progress_callback</strong><a class="headerlink" href="#progress_callback" title="Permanent link"></a></h3>
+<p>called with a progress value between 0 and 1, pass NULL to disable. If the provided progress_callback
+ returns true, model loading continues. If it returns false, model loading is immediately aborted.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LlamaProgressCallback</span><span class="w"> </span><span class="n">progress_callback</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="progress_callback_user_data"><strong>progress_callback_user_data</strong><a class="headerlink" href="#progress_callback_user_data" title="Permanent link"></a></h3>
+<p>context pointer passed to the progress callback</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Void</span><span class="o">*</span><span class="w"> </span><span class="n">progress_callback_user_data</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="kv_overrides"><strong>kv_overrides</strong><a class="headerlink" href="#kv_overrides" title="Permanent link"></a></h3>
+<p>override key-value pairs of the model meta data</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaModelMetadataOverride</span><span class="o">*</span><span class="w"> </span><span class="n">kv_overrides</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="vocab_only"><strong>vocab_only</strong><a class="headerlink" href="#vocab_only" title="Permanent link"></a></h3>
+<p>only load the vocabulary, no weights</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">vocab_only</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="use_mmap"><strong>use_mmap</strong><a class="headerlink" href="#use_mmap" title="Permanent link"></a></h3>
+<p>use mmap if possible</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mmap</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="use_mlock"><strong>use_mlock</strong><a class="headerlink" href="#use_mlock" title="Permanent link"></a></h3>
+<p>force system to keep model in RAM</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">use_mlock</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
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diff --git a/0.11.1/xmldocs/llama.native.llamamodelquantizeparams/index.html b/0.11.1/xmldocs/llama.native.llamamodelquantizeparams/index.html
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
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+      </nav>
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+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+  
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamamodelquantizeparams
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamamodelquantizeparams
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#nthread" class="md-nav__link">
+    nthread
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ftype" class="md-nav__link">
+    ftype
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#imatrix" class="md-nav__link">
+    imatrix
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#allow_requantize" class="md-nav__link">
+    allow_requantize
+  </a>
+  
+    <nav class="md-nav" aria-label="allow_requantize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#quantize_output_tensor" class="md-nav__link">
+    quantize_output_tensor
+  </a>
+  
+    <nav class="md-nav" aria-label="quantize_output_tensor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#only_copy" class="md-nav__link">
+    only_copy
+  </a>
+  
+    <nav class="md-nav" aria-label="only_copy">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#pure" class="md-nav__link">
+    pure
+  </a>
+  
+    <nav class="md-nav" aria-label="pure">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#nthread" class="md-nav__link">
+    nthread
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ftype" class="md-nav__link">
+    ftype
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#imatrix" class="md-nav__link">
+    imatrix
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#allow_requantize" class="md-nav__link">
+    allow_requantize
+  </a>
+  
+    <nav class="md-nav" aria-label="allow_requantize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#quantize_output_tensor" class="md-nav__link">
+    quantize_output_tensor
+  </a>
+  
+    <nav class="md-nav" aria-label="quantize_output_tensor">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#only_copy" class="md-nav__link">
+    only_copy
+  </a>
+  
+    <nav class="md-nav" aria-label="only_copy">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#pure" class="md-nav__link">
+    pure
+  </a>
+  
+    <nav class="md-nav" aria-label="pure">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamamodelquantizeparams">LLamaModelQuantizeParams<a class="headerlink" href="#llamamodelquantizeparams" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Quantizer parameters used in the native API</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaModelQuantizeParams</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaModelQuantizeParams</a></p>
+<p><strong>Remarks:</strong></p>
+<p>llama_model_quantize_params</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="nthread"><strong>nthread</strong><a class="headerlink" href="#nthread" title="Permanent link"></a></h3>
+<p>number of threads to use for quantizing, if &lt;=0 will use std::thread::hardware_concurrency()</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">nthread</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="ftype"><strong>ftype</strong><a class="headerlink" href="#ftype" title="Permanent link"></a></h3>
+<p>quantize to this llama_ftype</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaFtype</span><span class="w"> </span><span class="n">ftype</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="imatrix"><strong>imatrix</strong><a class="headerlink" href="#imatrix" title="Permanent link"></a></h3>
+<p>pointer to importance matrix data</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="n">imatrix</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="allow_requantize"><strong>allow_requantize</strong><a class="headerlink" href="#allow_requantize" title="Permanent link"></a></h3>
+<p>allow quantizing non-f32/f16 tensors</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">allow_requantize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="quantize_output_tensor"><strong>quantize_output_tensor</strong><a class="headerlink" href="#quantize_output_tensor" title="Permanent link"></a></h3>
+<p>quantize output.weight</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">quantize_output_tensor</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="only_copy"><strong>only_copy</strong><a class="headerlink" href="#only_copy" title="Permanent link"></a></h3>
+<p>only copy tensors - ftype, allow_requantize and quantize_output_tensor are ignored</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">only_copy</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="pure"><strong>pure</strong><a class="headerlink" href="#pure" title="Permanent link"></a></h3>
+<p>disable k-quant mixtures and quantize all tensors to the same type</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">pure</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.native.llamanativebatch/index.html b/0.11.1/xmldocs/llama.native.llamanativebatch/index.html
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+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
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+  
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+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamanativebatch
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamanativebatch
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#n_tokens" class="md-nav__link">
+    n_tokens
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokens" class="md-nav__link">
+    tokens
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embd" class="md-nav__link">
+    embd
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#pos" class="md-nav__link">
+    pos
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_seq_id" class="md-nav__link">
+    n_seq_id
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#seq_id" class="md-nav__link">
+    seq_id
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logits" class="md-nav__link">
+    logits
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#n_tokens" class="md-nav__link">
+    n_tokens
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokens" class="md-nav__link">
+    tokens
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embd" class="md-nav__link">
+    embd
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#pos" class="md-nav__link">
+    pos
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_seq_id" class="md-nav__link">
+    n_seq_id
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#seq_id" class="md-nav__link">
+    seq_id
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logits" class="md-nav__link">
+    logits
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamanativebatch">LLamaNativeBatch<a class="headerlink" href="#llamanativebatch" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Input data for llama_decode
+ A llama_batch object can contain input about one or many sequences
+ The provided arrays (i.e. token, embd, pos, etc.) must have size of n_tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaNativeBatch</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaNativeBatch</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="n_tokens"><strong>n_tokens</strong><a class="headerlink" href="#n_tokens" title="Permanent link"></a></h3>
+<p>The number of items pointed at by pos, seq_id and logits.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_tokens</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="tokens"><strong>tokens</strong><a class="headerlink" href="#tokens" title="Permanent link"></a></h3>
+<p>Either <code>n_tokens</code> of <code>llama_token</code>, or <code>NULL</code>, depending on how this batch was created</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaToken</span><span class="o">*</span><span class="w"> </span><span class="n">tokens</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="embd"><strong>embd</strong><a class="headerlink" href="#embd" title="Permanent link"></a></h3>
+<p>Either <code>n_tokens * embd * sizeof(float)</code> or <code>NULL</code>, depending on how this batch was created</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">embd</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="pos"><strong>pos</strong><a class="headerlink" href="#pos" title="Permanent link"></a></h3>
+<p>the positions of the respective token in the sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaPos</span><span class="o">*</span><span class="w"> </span><span class="n">pos</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_seq_id"><strong>n_seq_id</strong><a class="headerlink" href="#n_seq_id" title="Permanent link"></a></h3>
+<p><a href="https://github.com/ggerganov/llama.cpp/blob/master/llama.h#L139">https://github.com/ggerganov/llama.cpp/blob/master/llama.h#L139</a> ???</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Int32</span><span class="o">*</span><span class="w"> </span><span class="n">n_seq_id</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="seq_id"><strong>seq_id</strong><a class="headerlink" href="#seq_id" title="Permanent link"></a></h3>
+<p>the sequence to which the respective token belongs</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="o">**</span><span class="w"> </span><span class="n">seq_id</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="logits"><strong>logits</strong><a class="headerlink" href="#logits" title="Permanent link"></a></h3>
+<p>if zero, the logits for the respective token will not be output</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">logits</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/xmldocs/llama.native.llamapoolingtype/index.html b/0.11.1/xmldocs/llama.native.llamapoolingtype/index.html
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamapoolingtype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamapoolingtype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
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+  
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+    <li class="md-nav__item">
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+        logger
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+  
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+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamapoolingtype">LLamaPoolingType<a class="headerlink" href="#llamapoolingtype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaPoolingType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaPoolingType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<p><strong>Remarks:</strong></p>
+<p>llama_pooling_type</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td></td>
+<td></td>
+<td></td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
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+      
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diff --git a/0.11.1/xmldocs/llama.native.llamapos/index.html b/0.11.1/xmldocs/llama.native.llamapos/index.html
new file mode 100644
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--- /dev/null
+++ b/0.11.1/xmldocs/llama.native.llamapos/index.html
@@ -0,0 +1,3100 @@
+
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+    
+      
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+  
+  
+    
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamapos
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamapos
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#value" class="md-nav__link">
+    Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamapos" class="md-nav__link">
+    Equals(LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#value" class="md-nav__link">
+    Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamapos" class="md-nav__link">
+    Equals(LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamapos">LLamaPos<a class="headerlink" href="#llamapos" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Indicates position in a sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaPos</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaPos</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;LLamaPos&gt;</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="value"><strong>Value</strong><a class="headerlink" href="#value" title="Permanent link"></a></h3>
+<p>The raw value</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Value</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsllamapos"><strong>Equals(LLamaPos)</strong><a class="headerlink" href="#equalsllamapos" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">LLamaPos</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
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diff --git a/0.11.1/xmldocs/llama.native.llamaropetype/index.html b/0.11.1/xmldocs/llama.native.llamaropetype/index.html
new file mode 100644
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@@ -0,0 +1,2846 @@
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+    
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamaropetype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamaropetype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
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+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
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+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
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+      <a href="../llama.native.nativeapi/" class="md-nav__link">
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+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
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+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
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+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
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+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
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+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
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+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
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+      <a href="../llama.quantizer/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
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+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
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+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
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+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
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+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
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+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
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+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
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+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
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+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
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+        llama.types.embeddingusage
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+    <li class="md-nav__item">
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+        logger
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+  
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+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
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+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamaropetype">LLamaRopeType<a class="headerlink" href="#llamaropetype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaRopeType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaRopeType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td></td>
+<td></td>
+<td></td>
+</tr>
+</tbody>
+</table>
+
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+
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+          
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diff --git a/0.11.1/xmldocs/llama.native.llamaseqid/index.html b/0.11.1/xmldocs/llama.native.llamaseqid/index.html
new file mode 100644
index 00000000..83687c61
--- /dev/null
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@@ -0,0 +1,3118 @@
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamaseqid
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamaseqid
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#value" class="md-nav__link">
+    Value
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#zero" class="md-nav__link">
+    Zero
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamaseqid" class="md-nav__link">
+    Equals(LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#value" class="md-nav__link">
+    Value
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#zero" class="md-nav__link">
+    Zero
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamaseqid" class="md-nav__link">
+    Equals(LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamaseqid">LLamaSeqId<a class="headerlink" href="#llamaseqid" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>ID for a sequence in a batch</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaSeqId</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaSeqId</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;LLamaSeqId&gt;</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="value"><strong>Value</strong><a class="headerlink" href="#value" title="Permanent link"></a></h3>
+<p>The raw value</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Value</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="zero"><strong>Zero</strong><a class="headerlink" href="#zero" title="Permanent link"></a></h3>
+<p>LLamaSeqId with value 0</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">Zero</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsllamaseqid"><strong>Equals(LLamaSeqId)</strong><a class="headerlink" href="#equalsllamaseqid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">LLamaSeqId</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
+
+
+
+
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+              </article>
+            </div>
+          
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diff --git a/0.11.1/xmldocs/llama.native.llamatoken/index.html b/0.11.1/xmldocs/llama.native.llamatoken/index.html
new file mode 100644
index 00000000..98879ff0
--- /dev/null
+++ b/0.11.1/xmldocs/llama.native.llamatoken/index.html
@@ -0,0 +1,3055 @@
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamatoken
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamatoken
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamatoken" class="md-nav__link">
+    Equals(LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+      <a href="../llama.types.completionchunk/" class="md-nav__link">
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+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
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+                  <div class="md-sidebar__inner">
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
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+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsllamatoken" class="md-nav__link">
+    Equals(LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamatoken">LLamaToken<a class="headerlink" href="#llamatoken" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A single token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaToken</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaToken</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;LLamaToken&gt;</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsllamatoken"><strong>Equals(LLamaToken)</strong><a class="headerlink" href="#equalsllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">LLamaToken</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
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+        
+      </main>
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diff --git a/0.11.1/xmldocs/llama.native.llamatokendata/index.html b/0.11.1/xmldocs/llama.native.llamatokendata/index.html
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+++ b/0.11.1/xmldocs/llama.native.llamatokendata/index.html
@@ -0,0 +1,2971 @@
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
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+    <li class="md-nav__item">
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+
+            
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+      </nav>
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
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+  
+    
+  
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+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamatokendata
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamatokendata
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    id
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logit" class="md-nav__link">
+    logit
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#p" class="md-nav__link">
+    p
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamatokendatallamatoken-single-single" class="md-nav__link">
+    LLamaTokenData(LLamaToken, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaTokenData(LLamaToken, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
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+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    id
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logit" class="md-nav__link">
+    logit
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#p" class="md-nav__link">
+    p
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamatokendatallamatoken-single-single" class="md-nav__link">
+    LLamaTokenData(LLamaToken, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaTokenData(LLamaToken, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamatokendata">LLamaTokenData<a class="headerlink" href="#llamatokendata" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A single token along with probability of this token being selected</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaTokenData</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaTokenData</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="id"><strong>id</strong><a class="headerlink" href="#id" title="Permanent link"></a></h3>
+<p>token id</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">id</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="logit"><strong>logit</strong><a class="headerlink" href="#logit" title="Permanent link"></a></h3>
+<p>log-odds of the token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">logit</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="p"><strong>p</strong><a class="headerlink" href="#p" title="Permanent link"></a></h3>
+<p>probability of the token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamatokendatallamatoken-single-single"><strong>LLamaTokenData(LLamaToken, Single, Single)</strong><a class="headerlink" href="#llamatokendatallamatoken-single-single" title="Permanent link"></a></h3>
+<p>Create a new LLamaTokenData</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaTokenData</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">id</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">logit</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>id</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<p><code>logit</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+
+
+
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamatokendataarray
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamatokendataarray
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    data
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sorted" class="md-nav__link">
+    sorted
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamatokendataarraymemoryllamatokendata-boolean" class="md-nav__link">
+    LLamaTokenDataArray(Memory&lt;LLamaTokenData&gt;, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaTokenDataArray(Memory<LLamaTokenData>, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createreadonlyspansingle" class="md-nav__link">
+    Create(ReadOnlySpan&lt;Single&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(ReadOnlySpan<Single>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#overwritelogitsreadonlyspanvaluetuplellamatoken-single" class="md-nav__link">
+    OverwriteLogits(ReadOnlySpan&lt;ValueTuple&lt;LLamaToken, Single&gt;&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="OverwriteLogits(ReadOnlySpan<ValueTuple<LLamaToken, Single>>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#applygrammarsafellamacontexthandle-safellamagrammarhandle" class="md-nav__link">
+    ApplyGrammar(SafeLLamaContextHandle, SafeLLamaGrammarHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="ApplyGrammar(SafeLLamaContextHandle, SafeLLamaGrammarHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topksafellamacontexthandle-int32-uint64" class="md-nav__link">
+    TopK(SafeLLamaContextHandle, Int32, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK(SafeLLamaContextHandle, Int32, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#toppsafellamacontexthandle-single-uint64" class="md-nav__link">
+    TopP(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minpsafellamacontexthandle-single-uint64" class="md-nav__link">
+    MinP(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tailfreesafellamacontexthandle-single-uint64" class="md-nav__link">
+    TailFree(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="TailFree(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#locallytypicalsafellamacontexthandle-single-uint64" class="md-nav__link">
+    LocallyTypical(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="LocallyTypical(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repetitionpenaltysafellamacontexthandle-readonlyspanllamatoken-single-single-single" class="md-nav__link">
+    RepetitionPenalty(SafeLLamaContextHandle, ReadOnlySpan&lt;LLamaToken&gt;, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="RepetitionPenalty(SafeLLamaContextHandle, ReadOnlySpan<LLamaToken>, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#guidancesafellamacontexthandle-readonlyspansingle-single" class="md-nav__link">
+    Guidance(SafeLLamaContextHandle, ReadOnlySpan&lt;Single&gt;, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="Guidance(SafeLLamaContextHandle, ReadOnlySpan<Single>, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperaturesafellamacontexthandle-single" class="md-nav__link">
+    Temperature(SafeLLamaContextHandle, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature(SafeLLamaContextHandle, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#softmaxsafellamacontexthandle" class="md-nav__link">
+    Softmax(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="Softmax(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokensafellamacontexthandle" class="md-nav__link">
+    SampleToken(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleToken(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokengreedysafellamacontexthandle" class="md-nav__link">
+    SampleTokenGreedy(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleTokenGreedy(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokenmirostatsafellamacontexthandle-single-single-int32-single" class="md-nav__link">
+    SampleTokenMirostat(SafeLLamaContextHandle, Single, Single, Int32, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleTokenMirostat(SafeLLamaContextHandle, Single, Single, Int32, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokenmirostat2safellamacontexthandle-single-single-single" class="md-nav__link">
+    SampleTokenMirostat2(SafeLLamaContextHandle, Single, Single, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleTokenMirostat2(SafeLLamaContextHandle, Single, Single, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    data
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sorted" class="md-nav__link">
+    sorted
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llamatokendataarraymemoryllamatokendata-boolean" class="md-nav__link">
+    LLamaTokenDataArray(Memory&lt;LLamaTokenData&gt;, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="LLamaTokenDataArray(Memory<LLamaTokenData>, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createreadonlyspansingle" class="md-nav__link">
+    Create(ReadOnlySpan&lt;Single&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(ReadOnlySpan<Single>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#overwritelogitsreadonlyspanvaluetuplellamatoken-single" class="md-nav__link">
+    OverwriteLogits(ReadOnlySpan&lt;ValueTuple&lt;LLamaToken, Single&gt;&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="OverwriteLogits(ReadOnlySpan<ValueTuple<LLamaToken, Single>>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#applygrammarsafellamacontexthandle-safellamagrammarhandle" class="md-nav__link">
+    ApplyGrammar(SafeLLamaContextHandle, SafeLLamaGrammarHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="ApplyGrammar(SafeLLamaContextHandle, SafeLLamaGrammarHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topksafellamacontexthandle-int32-uint64" class="md-nav__link">
+    TopK(SafeLLamaContextHandle, Int32, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK(SafeLLamaContextHandle, Int32, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#toppsafellamacontexthandle-single-uint64" class="md-nav__link">
+    TopP(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minpsafellamacontexthandle-single-uint64" class="md-nav__link">
+    MinP(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tailfreesafellamacontexthandle-single-uint64" class="md-nav__link">
+    TailFree(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="TailFree(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#locallytypicalsafellamacontexthandle-single-uint64" class="md-nav__link">
+    LocallyTypical(SafeLLamaContextHandle, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="LocallyTypical(SafeLLamaContextHandle, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repetitionpenaltysafellamacontexthandle-readonlyspanllamatoken-single-single-single" class="md-nav__link">
+    RepetitionPenalty(SafeLLamaContextHandle, ReadOnlySpan&lt;LLamaToken&gt;, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="RepetitionPenalty(SafeLLamaContextHandle, ReadOnlySpan<LLamaToken>, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#guidancesafellamacontexthandle-readonlyspansingle-single" class="md-nav__link">
+    Guidance(SafeLLamaContextHandle, ReadOnlySpan&lt;Single&gt;, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="Guidance(SafeLLamaContextHandle, ReadOnlySpan<Single>, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperaturesafellamacontexthandle-single" class="md-nav__link">
+    Temperature(SafeLLamaContextHandle, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature(SafeLLamaContextHandle, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#softmaxsafellamacontexthandle" class="md-nav__link">
+    Softmax(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="Softmax(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokensafellamacontexthandle" class="md-nav__link">
+    SampleToken(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleToken(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokengreedysafellamacontexthandle" class="md-nav__link">
+    SampleTokenGreedy(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleTokenGreedy(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokenmirostatsafellamacontexthandle-single-single-int32-single" class="md-nav__link">
+    SampleTokenMirostat(SafeLLamaContextHandle, Single, Single, Int32, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleTokenMirostat(SafeLLamaContextHandle, Single, Single, Int32, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sampletokenmirostat2safellamacontexthandle-single-single-single" class="md-nav__link">
+    SampleTokenMirostat2(SafeLLamaContextHandle, Single, Single, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="SampleTokenMirostat2(SafeLLamaContextHandle, Single, Single, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamatokendataarray">LLamaTokenDataArray<a class="headerlink" href="#llamatokendataarray" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Contains an array of LLamaTokenData, potentially sorted.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaTokenDataArray</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaTokenDataArray</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="data"><strong>data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<p>The LLamaTokenData</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Memory</span><span class="o">&lt;</span><span class="n">LLamaTokenData</span><span class="o">&gt;</span><span class="w"> </span><span class="n">data</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="sorted"><strong>sorted</strong><a class="headerlink" href="#sorted" title="Permanent link"></a></h3>
+<p>Indicates if <code>data</code> is sorted by logits in descending order. If this is false the token data is in <em>no particular order</em>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">sorted</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="llamatokendataarraymemoryllamatokendata-boolean"><strong>LLamaTokenDataArray(Memory&lt;LLamaTokenData&gt;, Boolean)</strong><a class="headerlink" href="#llamatokendataarraymemoryllamatokendata-boolean" title="Permanent link"></a></h3>
+<p>Create a new LLamaTokenDataArray</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaTokenDataArray</span><span class="p">(</span><span class="n">Memory</span><span class="o">&lt;</span><span class="n">LLamaTokenData</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">isSorted</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.memory-1">Memory&lt;LLamaTokenData&gt;</a><br></p>
+<p><code>isSorted</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="createreadonlyspansingle"><strong>Create(ReadOnlySpan&lt;Single&gt;)</strong><a class="headerlink" href="#createreadonlyspansingle" title="Permanent link"></a></h3>
+<p>Create a new LLamaTokenDataArray, copying the data from the given logits</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="nf">Create</span><span class="p">(</span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;Single&gt;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">LLamaTokenDataArray</a><br></p>
+<h3 id="overwritelogitsreadonlyspanvaluetuplellamatoken-single"><strong>OverwriteLogits(ReadOnlySpan&lt;ValueTuple&lt;LLamaToken, Single&gt;&gt;)</strong><a class="headerlink" href="#overwritelogitsreadonlyspanvaluetuplellamatoken-single" title="Permanent link"></a></h3>
+<p>Overwrite the logit values for all given tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">OverwriteLogits</span><span class="p">(</span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">ValueTuple</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;&gt;</span><span class="w"> </span><span class="n">values</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>values</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;ValueTuple&lt;LLamaToken, Single&gt;&gt;</a><br>
+tuples of token and logit value to overwrite</p>
+<h3 id="applygrammarsafellamacontexthandle-safellamagrammarhandle"><strong>ApplyGrammar(SafeLLamaContextHandle, SafeLLamaGrammarHandle)</strong><a class="headerlink" href="#applygrammarsafellamacontexthandle-safellamagrammarhandle" title="Permanent link"></a></h3>
+<p>Apply grammar rules to candidate tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">ApplyGrammar</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">grammar</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>grammar</code> <a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h3 id="topksafellamacontexthandle-int32-uint64"><strong>TopK(SafeLLamaContextHandle, Int32, UInt64)</strong><a class="headerlink" href="#topksafellamacontexthandle-int32-uint64" title="Permanent link"></a></h3>
+<p>Top-K sampling described in academic paper "The Curious Case of Neural Text Degeneration" <a href="https://arxiv.org/abs/1904.09751">https://arxiv.org/abs/1904.09751</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">TopK</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">minKeep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Number of tokens to keep</p>
+<p><code>minKeep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+Minimum number to keep</p>
+<h3 id="toppsafellamacontexthandle-single-uint64"><strong>TopP(SafeLLamaContextHandle, Single, UInt64)</strong><a class="headerlink" href="#toppsafellamacontexthandle-single-uint64" title="Permanent link"></a></h3>
+<p>Nucleus sampling described in academic paper "The Curious Case of Neural Text Degeneration" <a href="https://arxiv.org/abs/1904.09751">https://arxiv.org/abs/1904.09751</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">TopP</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">minKeep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>minKeep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="minpsafellamacontexthandle-single-uint64"><strong>MinP(SafeLLamaContextHandle, Single, UInt64)</strong><a class="headerlink" href="#minpsafellamacontexthandle-single-uint64" title="Permanent link"></a></h3>
+<p>Minimum P sampling as described in <a href="https://github.com/ggerganov/llama.cpp/pull/3841">https://github.com/ggerganov/llama.cpp/pull/3841</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">MinP</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">minKeep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+All tokens with probability greater than this will be kept</p>
+<p><code>minKeep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="tailfreesafellamacontexthandle-single-uint64"><strong>TailFree(SafeLLamaContextHandle, Single, UInt64)</strong><a class="headerlink" href="#tailfreesafellamacontexthandle-single-uint64" title="Permanent link"></a></h3>
+<p>Tail Free Sampling described in <a href="https://www.trentonbricken.com/Tail-Free-Sampling/">https://www.trentonbricken.com/Tail-Free-Sampling/</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">TailFree</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">z</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">min_keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>z</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="locallytypicalsafellamacontexthandle-single-uint64"><strong>LocallyTypical(SafeLLamaContextHandle, Single, UInt64)</strong><a class="headerlink" href="#locallytypicalsafellamacontexthandle-single-uint64" title="Permanent link"></a></h3>
+<p>Locally Typical Sampling implementation described in the paper <a href="https://arxiv.org/abs/2202.00666">https://arxiv.org/abs/2202.00666</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">LocallyTypical</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">min_keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="repetitionpenaltysafellamacontexthandle-readonlyspanllamatoken-single-single-single"><strong>RepetitionPenalty(SafeLLamaContextHandle, ReadOnlySpan&lt;LLamaToken&gt;, Single, Single, Single)</strong><a class="headerlink" href="#repetitionpenaltysafellamacontexthandle-readonlyspanllamatoken-single-single-single" title="Permanent link"></a></h3>
+<p>Repetition penalty described in CTRL academic paper <a href="https://arxiv.org/abs/1909.05858">https://arxiv.org/abs/1909.05858</a>, with negative logit fix.
+ Frequency and presence penalties described in OpenAI API <a href="https://platform.openai.com/docs/api-reference/parameter-details">https://platform.openai.com/docs/api-reference/parameter-details</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">RepetitionPenalty</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">last_tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">penalty_repeat</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">penalty_freq</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">penalty_present</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>last_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<p><code>penalty_repeat</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>penalty_freq</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>penalty_present</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="guidancesafellamacontexthandle-readonlyspansingle-single"><strong>Guidance(SafeLLamaContextHandle, ReadOnlySpan&lt;Single&gt;, Single)</strong><a class="headerlink" href="#guidancesafellamacontexthandle-readonlyspansingle-single" title="Permanent link"></a></h3>
+<p>Apply classifier-free guidance to the logits as described in academic paper "Stay on topic with Classifier-Free Guidance" <a href="https://arxiv.org/abs/2306.17806">https://arxiv.org/abs/2306.17806</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">Guidance</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">guidanceLogits</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">guidance</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_10">Parameters<a class="headerlink" href="#parameters_10" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>guidanceLogits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;Single&gt;</a><br>
+Logits extracted from a separate context from the same model.
+ Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p>
+<p><code>guidance</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+Guidance strength. 0 means no guidance, higher values applies stronger guidance</p>
+<h3 id="temperaturesafellamacontexthandle-single"><strong>Temperature(SafeLLamaContextHandle, Single)</strong><a class="headerlink" href="#temperaturesafellamacontexthandle-single" title="Permanent link"></a></h3>
+<p>Sample with temperature.
+ As temperature increases, the prediction becomes more diverse but also vulnerable to hallucinations -- generating tokens that are sensible but not factual</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">Temperature</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temp</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_11">Parameters<a class="headerlink" href="#parameters_11" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="softmaxsafellamacontexthandle"><strong>Softmax(SafeLLamaContextHandle)</strong><a class="headerlink" href="#softmaxsafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Sorts candidate tokens by their logits in descending order and calculate probabilities based on logits.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">Softmax</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_12">Parameters<a class="headerlink" href="#parameters_12" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h3 id="sampletokensafellamacontexthandle"><strong>SampleToken(SafeLLamaContextHandle)</strong><a class="headerlink" href="#sampletokensafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Randomly selects a token from the candidates based on their probabilities.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">SampleToken</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_13">Parameters<a class="headerlink" href="#parameters_13" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="sampletokengreedysafellamacontexthandle"><strong>SampleTokenGreedy(SafeLLamaContextHandle)</strong><a class="headerlink" href="#sampletokengreedysafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Selects the token with the highest probability.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">SampleTokenGreedy</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_14">Parameters<a class="headerlink" href="#parameters_14" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="sampletokenmirostatsafellamacontexthandle-single-single-int32-single"><strong>SampleTokenMirostat(SafeLLamaContextHandle, Single, Single, Int32, Single&amp;)</strong><a class="headerlink" href="#sampletokenmirostatsafellamacontexthandle-single-single-int32-single" title="Permanent link"></a></h3>
+<p>Mirostat 1.0 algorithm described in the paper <a href="https://arxiv.org/abs/2007.14966">https://arxiv.org/abs/2007.14966</a>. Uses tokens instead of words.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">SampleTokenMirostat</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">tau</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">eta</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="o">&amp;</span><span class="w"> </span><span class="n">mu</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_15">Parameters<a class="headerlink" href="#parameters_15" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p>
+<p><code>eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p>
+<p><code>m</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The number of tokens considered in the estimation of <code>s_hat</code>. This is an arbitrary value that is used to calculate <code>s_hat</code>, which in turn helps to calculate the value of <code>k</code>. In the paper, they use <code>m = 100</code>, but you can experiment with different values to see how it affects the performance of the algorithm.</p>
+<p><code>mu</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single&amp;</a><br>
+Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="sampletokenmirostat2safellamacontexthandle-single-single-single"><strong>SampleTokenMirostat2(SafeLLamaContextHandle, Single, Single, Single&amp;)</strong><a class="headerlink" href="#sampletokenmirostat2safellamacontexthandle-single-single-single" title="Permanent link"></a></h3>
+<p>Mirostat 2.0 algorithm described in the paper <a href="https://arxiv.org/abs/2007.14966">https://arxiv.org/abs/2007.14966</a>. Uses tokens instead of words.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">SampleTokenMirostat2</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">tau</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">eta</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="o">&amp;</span><span class="w"> </span><span class="n">mu</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_16">Parameters<a class="headerlink" href="#parameters_16" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p>
+<p><code>eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p>
+<p><code>mu</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single&amp;</a><br>
+Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
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+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamatokendataarraynative
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamatokendataarraynative
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    data
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#size" class="md-nav__link">
+    size
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#sorted" class="md-nav__link">
+    sorted
+  </a>
+  
+    <nav class="md-nav" aria-label="sorted">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createllamatokendataarray-llamatokendataarraynative" class="md-nav__link">
+    Create(LLamaTokenDataArray, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(LLamaTokenDataArray, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
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+  <a href="#fields" class="md-nav__link">
+    Fields
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+  <a href="#data" class="md-nav__link">
+    data
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+</li>
+        
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+    size
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+  
+</li>
+      
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+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#sorted" class="md-nav__link">
+    sorted
+  </a>
+  
+    <nav class="md-nav" aria-label="sorted">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createllamatokendataarray-llamatokendataarraynative" class="md-nav__link">
+    Create(LLamaTokenDataArray, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(LLamaTokenDataArray, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
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+    Returns
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+</nav>
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+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamatokendataarraynative">LLamaTokenDataArrayNative<a class="headerlink" href="#llamatokendataarraynative" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Contains a pointer to an array of LLamaTokenData which is pinned in memory.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLamaTokenDataArrayNative</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLamaTokenDataArrayNative</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="data"><strong>data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<p>A pointer to an array of LlamaTokenData</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="n">data</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<p><strong>Remarks:</strong></p>
+<p>Memory must be pinned in place for all the time this LLamaTokenDataArrayNative is in use</p>
+<h3 id="size"><strong>size</strong><a class="headerlink" href="#size" title="Permanent link"></a></h3>
+<p>Number of LLamaTokenData in the array</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">size</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="sorted"><strong>sorted</strong><a class="headerlink" href="#sorted" title="Permanent link"></a></h3>
+<p>Indicates if the items in the array are sorted</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">sorted</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="createllamatokendataarray-llamatokendataarraynative"><strong>Create(LLamaTokenDataArray, LLamaTokenDataArrayNative&amp;)</strong><a class="headerlink" href="#createllamatokendataarray-llamatokendataarraynative" title="Permanent link"></a></h3>
+<p>Create a new LLamaTokenDataArrayNative around the data in the LLamaTokenDataArray</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">MemoryHandle</span><span class="w"> </span><span class="nf">Create</span><span class="p">(</span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">array</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">native</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>array</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br>
+Data source</p>
+<p><code>native</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Created native array</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.buffers.memoryhandle">MemoryHandle</a><br>
+A memory handle, pinning the data in place until disposed</p>
+
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diff --git a/0.11.1/xmldocs/llama.native.llamatokentype/index.html b/0.11.1/xmldocs/llama.native.llamatokentype/index.html
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+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamatokentype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamatokentype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+    Fields
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+                
+                  
+
+
+<h1 id="llamatokentype">LLamaTokenType<a class="headerlink" href="#llamatokentype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Token Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaTokenType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaTokenType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<p><strong>Remarks:</strong></p>
+<p>C# equivalent of llama_token_get_type</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>LLAMA_TOKEN_TYPE_UNDEFINED</td>
+<td align="right">0</td>
+<td>No specific type has been set for this token</td>
+</tr>
+<tr>
+<td>LLAMA_TOKEN_TYPE_NORMAL</td>
+<td align="right">1</td>
+<td>This is a "normal" token</td>
+</tr>
+<tr>
+<td>LLAMA_TOKEN_TYPE_UNKNOWN</td>
+<td align="right">2</td>
+<td>An "unknown" character/text token e.g. &lt;unk&gt;</td>
+</tr>
+<tr>
+<td>LLAMA_TOKEN_TYPE_CONTROL</td>
+<td align="right">3</td>
+<td>A special control token e.g. &lt;/s&gt;</td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
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diff --git a/0.11.1/xmldocs/llama.native.llamavocabtype/index.html b/0.11.1/xmldocs/llama.native.llamavocabtype/index.html
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+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llamavocabtype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llamavocabtype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
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+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
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+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
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+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llamavocabtype">LLamaVocabType<a class="headerlink" href="#llamavocabtype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">LLamaVocabType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">LLamaVocabType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<p><strong>Remarks:</strong></p>
+<p>llama_vocab_type</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td></td>
+<td></td>
+<td></td>
+</tr>
+</tbody>
+</table>
+
+
+
+
+
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+              </article>
+            </div>
+          
+          
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diff --git a/0.11.1/xmldocs/llama.native.llavaimageembed/index.html b/0.11.1/xmldocs/llama.native.llavaimageembed/index.html
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--- /dev/null
+++ b/0.11.1/xmldocs/llama.native.llavaimageembed/index.html
@@ -0,0 +1,2876 @@
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+  
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+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.llavaimageembed
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.llavaimageembed
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+    <nav class="md-nav" aria-label="Fields">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embed" class="md-nav__link">
+    embed
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_image_pos" class="md-nav__link">
+    n_image_pos
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+      <ul class="md-nav__list">
+        
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+  <a href="#embed" class="md-nav__link">
+    embed
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#n_image_pos" class="md-nav__link">
+    n_image_pos
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+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="llavaimageembed">LLavaImageEmbed<a class="headerlink" href="#llavaimageembed" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>LLaVa Image embeddings</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">struct</span><span class="w"> </span><span class="nc">LLavaImageEmbed</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="./">LLavaImageEmbed</a></p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<h3 id="embed"><strong>embed</strong><a class="headerlink" href="#embed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">embed</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="n_image_pos"><strong>n_image_pos</strong><a class="headerlink" href="#n_image_pos" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_image_pos</span><span class="p">;</span>
+</code></pre></div></td></tr></table></div>
+
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diff --git a/0.11.1/xmldocs/llama.native.nativeapi/index.html b/0.11.1/xmldocs/llama.native.nativeapi/index.html
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
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+  
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
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+      </nav>
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+          Integrations
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
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+    <li class="md-nav__item md-nav__item--nested">
+      
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+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.nativeapi
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.nativeapi
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single" class="md-nav__link">
+    llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Int32, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Int32, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single" class="md-nav__link">
+    llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
+    llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_tokensafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
+    llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_embeddingsg__llama_get_embeddings_native30_0safellamacontexthandle" class="md-nav__link">
+    &lt;llama_get_embeddings&gt;g__llama_get_embeddings_native|30_0(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_get_embeddings>g__llama_get_embeddings_native|30_0(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_to_pieceg__llama_token_to_piece_native44_0safellamamodelhandle-llamatoken-byte-int32" class="md-nav__link">
+    &lt;llama_token_to_piece&gt;g__llama_token_to_piece_native|44_0(SafeLlamaModelHandle, LLamaToken, Byte*, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_token_to_piece>g__llama_token_to_piece_native|44_0(SafeLlamaModelHandle, LLamaToken, Byte*, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tryloadlibrariesg__tryload84_0string" class="md-nav__link">
+    &lt;TryLoadLibraries&gt;g__TryLoad|84_0(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="<TryLoadLibraries>g__TryLoad|84_0(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tryloadlibrariesg__tryfindpath84_1string-c__displayclass84_0" class="md-nav__link">
+    &lt;TryLoadLibraries&gt;g__TryFindPath|84_1(String, &lt;&gt;c__DisplayClass84_0&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="<TryLoadLibraries>g__TryFindPath|84_1(String, <>c__DisplayClass84_0&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_set_n_threadssafellamacontexthandle-uint32-uint32" class="md-nav__link">
+    llama_set_n_threads(SafeLLamaContextHandle, UInt32, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_set_n_threads(SafeLLamaContextHandle, UInt32, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_vocab_typesafellamamodelhandle" class="md-nav__link">
+    llama_vocab_type(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_vocab_type(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_rope_typesafellamamodelhandle" class="md-nav__link">
+    llama_rope_type(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_rope_type(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_initllamagrammarelement-uint64-uint64" class="md-nav__link">
+    llama_grammar_init(LLamaGrammarElement, UInt64, UInt64)**
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_init(LLamaGrammarElement, UInt64, UInt64)**">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_freeintptr" class="md-nav__link">
+    llama_grammar_free(IntPtr)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_free(IntPtr)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_copysafellamagrammarhandle" class="md-nav__link">
+    llama_grammar_copy(SafeLLamaGrammarHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_copy(SafeLLamaGrammarHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle" class="md-nav__link">
+    llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaGrammarHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, SafeLLamaGrammarHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-llamatoken" class="md-nav__link">
+    llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_validate_embed_sizesafellamacontexthandle-safellavamodelhandle" class="md-nav__link">
+    llava_validate_embed_size(SafeLLamaContextHandle, SafeLlavaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_validate_embed_size(SafeLLamaContextHandle, SafeLlavaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_image_embed_make_with_bytessafellavamodelhandle-int32-byte-int32" class="md-nav__link">
+    llava_image_embed_make_with_bytes(SafeLlavaModelHandle, Int32, Byte[], Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_image_embed_make_with_bytes(SafeLlavaModelHandle, Int32, Byte[], Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_17" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_13" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_image_embed_make_with_filenamesafellavamodelhandle-int32-string" class="md-nav__link">
+    llava_image_embed_make_with_filename(SafeLlavaModelHandle, Int32, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_image_embed_make_with_filename(SafeLlavaModelHandle, Int32, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_18" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_14" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_image_embed_freeintptr" class="md-nav__link">
+    llava_image_embed_free(IntPtr)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_image_embed_free(IntPtr)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_19" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_eval_image_embedsafellamacontexthandle-safellavaimageembedhandle-int32-int32" class="md-nav__link">
+    llava_eval_image_embed(SafeLLamaContextHandle, SafeLlavaImageEmbedHandle, Int32, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_eval_image_embed(SafeLLamaContextHandle, SafeLlavaImageEmbedHandle, Int32, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_20" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_15" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_quantizestring-string-llamamodelquantizeparams" class="md-nav__link">
+    llama_model_quantize(String, String, LLamaModelQuantizeParams*)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_quantize(String, String, LLamaModelQuantizeParams*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_21" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_16" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_repetition_penaltiessafellamacontexthandle-llamatokendataarraynative-llamatoken-uint64-single-single-single" class="md-nav__link">
+    llama_sample_repetition_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, LLamaToken*, UInt64, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_repetition_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, LLamaToken*, UInt64, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_22" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_apply_guidancesafellamacontexthandle-spansingle-readonlyspansingle-single" class="md-nav__link">
+    llama_sample_apply_guidance(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;Single&gt;, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_apply_guidance(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<Single>, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_23" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_apply_guidancesafellamacontexthandle-single-single-single" class="md-nav__link">
+    llama_sample_apply_guidance(SafeLLamaContextHandle, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_apply_guidance(SafeLLamaContextHandle, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_24" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
+    llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_25" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64" class="md-nav__link">
+    llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Int32, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_26" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_27" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_min_psafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_min_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_min_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_28" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_29" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_30" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-single-single" class="md-nav__link">
+    llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_31" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_tempsafellamacontexthandle-llamatokendataarraynative-single" class="md-nav__link">
+    llama_sample_temp(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_temp(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_32" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_embeddingssafellamacontexthandle" class="md-nav__link">
+    llama_get_embeddings(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_embeddings(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_33" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_17" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_chat_apply_templatesafellamamodelhandle-char-llamachatmessage-intptr-boolean-char-int32" class="md-nav__link">
+    llama_chat_apply_template(SafeLlamaModelHandle, Char, LLamaChatMessage, IntPtr, Boolean, Char*, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_chat_apply_template(SafeLlamaModelHandle, Char, LLamaChatMessage, IntPtr, Boolean, Char*, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_34" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_18" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_bossafellamamodelhandle" class="md-nav__link">
+    llama_token_bos(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_bos(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_35" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_19" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_eossafellamamodelhandle" class="md-nav__link">
+    llama_token_eos(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_eos(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_36" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_20" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_nlsafellamamodelhandle" class="md-nav__link">
+    llama_token_nl(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_nl(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_37" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_21" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_add_bos_tokensafellamamodelhandle" class="md-nav__link">
+    llama_add_bos_token(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_add_bos_token(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_38" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_22" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_add_eos_tokensafellamamodelhandle" class="md-nav__link">
+    llama_add_eos_token(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_add_eos_token(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_39" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_23" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_prefixsafellamamodelhandle" class="md-nav__link">
+    llama_token_prefix(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_prefix(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_40" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_24" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_middlesafellamamodelhandle" class="md-nav__link">
+    llama_token_middle(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_middle(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_41" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_25" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_suffixsafellamamodelhandle" class="md-nav__link">
+    llama_token_suffix(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_suffix(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_42" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_26" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_eotsafellamamodelhandle" class="md-nav__link">
+    llama_token_eot(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_eot(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_43" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_27" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_print_timingssafellamacontexthandle" class="md-nav__link">
+    llama_print_timings(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_print_timings(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_44" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_reset_timingssafellamacontexthandle" class="md-nav__link">
+    llama_reset_timings(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_reset_timings(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_45" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_print_system_info" class="md-nav__link">
+    llama_print_system_info()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_print_system_info()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_28" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_to_piecesafellamamodelhandle-llamatoken-spanbyte" class="md-nav__link">
+    llama_token_to_piece(SafeLlamaModelHandle, LLamaToken, Span&lt;Byte&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_to_piece(SafeLlamaModelHandle, LLamaToken, Span<Byte>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_46" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_29" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_tokenizesafellamamodelhandle-byte-int32-llamatoken-int32-boolean-boolean" class="md-nav__link">
+    llama_tokenize(SafeLlamaModelHandle, Byte, Int32, LLamaToken, Int32, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_tokenize(SafeLlamaModelHandle, Byte, Int32, LLamaToken, Int32, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_47" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_30" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_log_setllamalogcallback" class="md-nav__link">
+    llama_log_set(LLamaLogCallback)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_log_set(LLamaLogCallback)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_48" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_clearsafellamacontexthandle" class="md-nav__link">
+    llama_kv_cache_clear(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_clear(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_49" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_rmsafellamacontexthandle-llamaseqid-llamapos-llamapos" class="md-nav__link">
+    llama_kv_cache_seq_rm(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_rm(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_50" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_cpsafellamacontexthandle-llamaseqid-llamaseqid-llamapos-llamapos" class="md-nav__link">
+    llama_kv_cache_seq_cp(SafeLLamaContextHandle, LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_cp(SafeLLamaContextHandle, LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_51" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_keepsafellamacontexthandle-llamaseqid" class="md-nav__link">
+    llama_kv_cache_seq_keep(SafeLLamaContextHandle, LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_keep(SafeLLamaContextHandle, LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_52" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_addsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    llama_kv_cache_seq_add(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_add(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_53" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_divsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    llama_kv_cache_seq_div(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_div(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_54" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_pos_maxsafellamacontexthandle-llamaseqid" class="md-nav__link">
+    llama_kv_cache_seq_pos_max(SafeLLamaContextHandle, LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_pos_max(SafeLLamaContextHandle, LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_55" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_31" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_defragsafellamacontexthandle" class="md-nav__link">
+    llama_kv_cache_defrag(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_defrag(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_56" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_32" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_updatesafellamacontexthandle" class="md-nav__link">
+    llama_kv_cache_update(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_update(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_57" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_batch_initint32-int32-int32" class="md-nav__link">
+    llama_batch_init(Int32, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_batch_init(Int32, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_58" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_33" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_batch_freellamanativebatch" class="md-nav__link">
+    llama_batch_free(LLamaNativeBatch)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_batch_free(LLamaNativeBatch)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_59" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_decodesafellamacontexthandle-llamanativebatch" class="md-nav__link">
+    llama_decode(SafeLLamaContextHandle, LLamaNativeBatch)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_decode(SafeLLamaContextHandle, LLamaNativeBatch)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_60" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_34" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_view_initsafellamacontexthandle-int32" class="md-nav__link">
+    llama_kv_cache_view_init(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_view_init(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_61" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_35" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_view_freellamakvcacheview" class="md-nav__link">
+    llama_kv_cache_view_free(LLamaKvCacheView&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_view_free(LLamaKvCacheView&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_62" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_view_updatesafellamacontexthandle-llamakvcacheview" class="md-nav__link">
+    llama_kv_cache_view_update(SafeLLamaContextHandle, LLamaKvCacheView&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_view_update(SafeLLamaContextHandle, LLamaKvCacheView&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_63" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_kv_cache_token_countsafellamacontexthandle" class="md-nav__link">
+    llama_get_kv_cache_token_count(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_kv_cache_token_count(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_64" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_36" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_kv_cache_used_cellssafellamacontexthandle" class="md-nav__link">
+    llama_get_kv_cache_used_cells(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_kv_cache_used_cells(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_65" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_37" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_beam_searchsafellamacontexthandle-llamabeamsearchcallback-intptr-uint64-int32-int32-int32" class="md-nav__link">
+    llama_beam_search(SafeLLamaContextHandle, LLamaBeamSearchCallback, IntPtr, UInt64, Int32, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_beam_search(SafeLLamaContextHandle, LLamaBeamSearchCallback, IntPtr, UInt64, Int32, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_66" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_empty_call" class="md-nav__link">
+    llama_empty_call()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_max_devices" class="md-nav__link">
+    llama_max_devices()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_max_devices()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_38" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_default_params" class="md-nav__link">
+    llama_model_default_params()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_default_params()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_39" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_context_default_params" class="md-nav__link">
+    llama_context_default_params()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_context_default_params()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_40" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_quantize_default_params" class="md-nav__link">
+    llama_model_quantize_default_params()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_quantize_default_params()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_41" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_supports_mmap" class="md-nav__link">
+    llama_supports_mmap()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_supports_mmap()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_42" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_supports_mlock" class="md-nav__link">
+    llama_supports_mlock()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_supports_mlock()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_43" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_supports_gpu_offload" class="md-nav__link">
+    llama_supports_gpu_offload()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_supports_gpu_offload()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_44" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_set_rng_seedsafellamacontexthandle-uint32" class="md-nav__link">
+    llama_set_rng_seed(SafeLLamaContextHandle, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_set_rng_seed(SafeLLamaContextHandle, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_67" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_state_sizesafellamacontexthandle" class="md-nav__link">
+    llama_get_state_size(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_state_size(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_68" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_45" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_copy_state_datasafellamacontexthandle-byte" class="md-nav__link">
+    llama_copy_state_data(SafeLLamaContextHandle, Byte*)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_copy_state_data(SafeLLamaContextHandle, Byte*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_69" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_46" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_set_state_datasafellamacontexthandle-byte" class="md-nav__link">
+    llama_set_state_data(SafeLLamaContextHandle, Byte*)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_set_state_data(SafeLLamaContextHandle, Byte*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_70" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_47" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_load_session_filesafellamacontexthandle-string-llamatoken-uint64-uint64" class="md-nav__link">
+    llama_load_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64, UInt64&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_load_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64, UInt64&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_71" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_48" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_save_session_filesafellamacontexthandle-string-llamatoken-uint64" class="md-nav__link">
+    llama_save_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_save_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_72" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_49" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_get_textsafellamamodelhandle-llamatoken" class="md-nav__link">
+    llama_token_get_text(SafeLlamaModelHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_get_text(SafeLlamaModelHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_73" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_50" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_get_scoresafellamamodelhandle-llamatoken" class="md-nav__link">
+    llama_token_get_score(SafeLlamaModelHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_get_score(SafeLlamaModelHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_74" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_51" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_get_typesafellamamodelhandle-llamatoken" class="md-nav__link">
+    llama_token_get_type(SafeLlamaModelHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_get_type(SafeLlamaModelHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_75" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_52" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_n_ctxsafellamacontexthandle" class="md-nav__link">
+    llama_n_ctx(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_n_ctx(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_76" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_53" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_n_batchsafellamacontexthandle" class="md-nav__link">
+    llama_n_batch(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_n_batch(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_77" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_54" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_logitssafellamacontexthandle" class="md-nav__link">
+    llama_get_logits(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_logits(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_78" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_55" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_logits_ithsafellamacontexthandle-int32" class="md-nav__link">
+    llama_get_logits_ith(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_logits_ith(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_79" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_56" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_embeddings_ithsafellamacontexthandle-int32" class="md-nav__link">
+    llama_get_embeddings_ith(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_embeddings_ith(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_80" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_57" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single" class="md-nav__link">
+    llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Int32, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Int32, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single" class="md-nav__link">
+    llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Single&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
+    llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_tokensafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
+    llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_embeddingsg__llama_get_embeddings_native30_0safellamacontexthandle" class="md-nav__link">
+    &lt;llama_get_embeddings&gt;g__llama_get_embeddings_native|30_0(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_get_embeddings>g__llama_get_embeddings_native|30_0(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_to_pieceg__llama_token_to_piece_native44_0safellamamodelhandle-llamatoken-byte-int32" class="md-nav__link">
+    &lt;llama_token_to_piece&gt;g__llama_token_to_piece_native|44_0(SafeLlamaModelHandle, LLamaToken, Byte*, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_token_to_piece>g__llama_token_to_piece_native|44_0(SafeLlamaModelHandle, LLamaToken, Byte*, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tryloadlibrariesg__tryload84_0string" class="md-nav__link">
+    &lt;TryLoadLibraries&gt;g__TryLoad|84_0(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="<TryLoadLibraries>g__TryLoad|84_0(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tryloadlibrariesg__tryfindpath84_1string-c__displayclass84_0" class="md-nav__link">
+    &lt;TryLoadLibraries&gt;g__TryFindPath|84_1(String, &lt;&gt;c__DisplayClass84_0&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="<TryLoadLibraries>g__TryFindPath|84_1(String, <>c__DisplayClass84_0&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_set_n_threadssafellamacontexthandle-uint32-uint32" class="md-nav__link">
+    llama_set_n_threads(SafeLLamaContextHandle, UInt32, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_set_n_threads(SafeLLamaContextHandle, UInt32, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_vocab_typesafellamamodelhandle" class="md-nav__link">
+    llama_vocab_type(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_vocab_type(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_rope_typesafellamamodelhandle" class="md-nav__link">
+    llama_rope_type(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_rope_type(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_initllamagrammarelement-uint64-uint64" class="md-nav__link">
+    llama_grammar_init(LLamaGrammarElement, UInt64, UInt64)**
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_init(LLamaGrammarElement, UInt64, UInt64)**">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_freeintptr" class="md-nav__link">
+    llama_grammar_free(IntPtr)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_free(IntPtr)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_copysafellamagrammarhandle" class="md-nav__link">
+    llama_grammar_copy(SafeLLamaGrammarHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_copy(SafeLLamaGrammarHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle" class="md-nav__link">
+    llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaGrammarHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, SafeLLamaGrammarHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-llamatoken" class="md-nav__link">
+    llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_validate_embed_sizesafellamacontexthandle-safellavamodelhandle" class="md-nav__link">
+    llava_validate_embed_size(SafeLLamaContextHandle, SafeLlavaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_validate_embed_size(SafeLLamaContextHandle, SafeLlavaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_image_embed_make_with_bytessafellavamodelhandle-int32-byte-int32" class="md-nav__link">
+    llava_image_embed_make_with_bytes(SafeLlavaModelHandle, Int32, Byte[], Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_image_embed_make_with_bytes(SafeLlavaModelHandle, Int32, Byte[], Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_17" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_13" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_image_embed_make_with_filenamesafellavamodelhandle-int32-string" class="md-nav__link">
+    llava_image_embed_make_with_filename(SafeLlavaModelHandle, Int32, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_image_embed_make_with_filename(SafeLlavaModelHandle, Int32, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_18" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_14" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_image_embed_freeintptr" class="md-nav__link">
+    llava_image_embed_free(IntPtr)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_image_embed_free(IntPtr)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_19" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llava_eval_image_embedsafellamacontexthandle-safellavaimageembedhandle-int32-int32" class="md-nav__link">
+    llava_eval_image_embed(SafeLLamaContextHandle, SafeLlavaImageEmbedHandle, Int32, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llava_eval_image_embed(SafeLLamaContextHandle, SafeLlavaImageEmbedHandle, Int32, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_20" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_15" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_quantizestring-string-llamamodelquantizeparams" class="md-nav__link">
+    llama_model_quantize(String, String, LLamaModelQuantizeParams*)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_quantize(String, String, LLamaModelQuantizeParams*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_21" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_16" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_repetition_penaltiessafellamacontexthandle-llamatokendataarraynative-llamatoken-uint64-single-single-single" class="md-nav__link">
+    llama_sample_repetition_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, LLamaToken*, UInt64, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_repetition_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, LLamaToken*, UInt64, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_22" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_apply_guidancesafellamacontexthandle-spansingle-readonlyspansingle-single" class="md-nav__link">
+    llama_sample_apply_guidance(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;Single&gt;, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_apply_guidance(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<Single>, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_23" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_apply_guidancesafellamacontexthandle-single-single-single" class="md-nav__link">
+    llama_sample_apply_guidance(SafeLLamaContextHandle, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_apply_guidance(SafeLLamaContextHandle, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_24" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative" class="md-nav__link">
+    llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_25" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64" class="md-nav__link">
+    llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Int32, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_26" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_27" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_min_psafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_min_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_min_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_28" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_29" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64" class="md-nav__link">
+    llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_30" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-single-single" class="md-nav__link">
+    llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single, Single, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_31" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_sample_tempsafellamacontexthandle-llamatokendataarraynative-single" class="md-nav__link">
+    llama_sample_temp(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_sample_temp(SafeLLamaContextHandle, LLamaTokenDataArrayNative&, Single)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_32" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_embeddingssafellamacontexthandle" class="md-nav__link">
+    llama_get_embeddings(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_embeddings(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_33" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_17" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_chat_apply_templatesafellamamodelhandle-char-llamachatmessage-intptr-boolean-char-int32" class="md-nav__link">
+    llama_chat_apply_template(SafeLlamaModelHandle, Char, LLamaChatMessage, IntPtr, Boolean, Char*, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_chat_apply_template(SafeLlamaModelHandle, Char, LLamaChatMessage, IntPtr, Boolean, Char*, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_34" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_18" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_bossafellamamodelhandle" class="md-nav__link">
+    llama_token_bos(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_bos(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_35" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_19" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_eossafellamamodelhandle" class="md-nav__link">
+    llama_token_eos(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_eos(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_36" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_20" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_nlsafellamamodelhandle" class="md-nav__link">
+    llama_token_nl(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_nl(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_37" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_21" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_add_bos_tokensafellamamodelhandle" class="md-nav__link">
+    llama_add_bos_token(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_add_bos_token(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_38" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_22" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_add_eos_tokensafellamamodelhandle" class="md-nav__link">
+    llama_add_eos_token(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_add_eos_token(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_39" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_23" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_prefixsafellamamodelhandle" class="md-nav__link">
+    llama_token_prefix(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_prefix(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_40" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_24" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_middlesafellamamodelhandle" class="md-nav__link">
+    llama_token_middle(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_middle(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_41" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_25" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_suffixsafellamamodelhandle" class="md-nav__link">
+    llama_token_suffix(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_suffix(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_42" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_26" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_eotsafellamamodelhandle" class="md-nav__link">
+    llama_token_eot(SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_eot(SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_43" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_27" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_print_timingssafellamacontexthandle" class="md-nav__link">
+    llama_print_timings(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_print_timings(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_44" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_reset_timingssafellamacontexthandle" class="md-nav__link">
+    llama_reset_timings(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_reset_timings(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_45" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_print_system_info" class="md-nav__link">
+    llama_print_system_info()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_print_system_info()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_28" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_to_piecesafellamamodelhandle-llamatoken-spanbyte" class="md-nav__link">
+    llama_token_to_piece(SafeLlamaModelHandle, LLamaToken, Span&lt;Byte&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_to_piece(SafeLlamaModelHandle, LLamaToken, Span<Byte>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_46" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_29" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_tokenizesafellamamodelhandle-byte-int32-llamatoken-int32-boolean-boolean" class="md-nav__link">
+    llama_tokenize(SafeLlamaModelHandle, Byte, Int32, LLamaToken, Int32, Boolean, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_tokenize(SafeLlamaModelHandle, Byte, Int32, LLamaToken, Int32, Boolean, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_47" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_30" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_log_setllamalogcallback" class="md-nav__link">
+    llama_log_set(LLamaLogCallback)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_log_set(LLamaLogCallback)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_48" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_clearsafellamacontexthandle" class="md-nav__link">
+    llama_kv_cache_clear(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_clear(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_49" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_rmsafellamacontexthandle-llamaseqid-llamapos-llamapos" class="md-nav__link">
+    llama_kv_cache_seq_rm(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_rm(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_50" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_cpsafellamacontexthandle-llamaseqid-llamaseqid-llamapos-llamapos" class="md-nav__link">
+    llama_kv_cache_seq_cp(SafeLLamaContextHandle, LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_cp(SafeLLamaContextHandle, LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_51" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_keepsafellamacontexthandle-llamaseqid" class="md-nav__link">
+    llama_kv_cache_seq_keep(SafeLLamaContextHandle, LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_keep(SafeLLamaContextHandle, LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_52" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_addsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    llama_kv_cache_seq_add(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_add(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_53" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_divsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    llama_kv_cache_seq_div(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_div(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_54" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_seq_pos_maxsafellamacontexthandle-llamaseqid" class="md-nav__link">
+    llama_kv_cache_seq_pos_max(SafeLLamaContextHandle, LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_seq_pos_max(SafeLLamaContextHandle, LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_55" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_31" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_defragsafellamacontexthandle" class="md-nav__link">
+    llama_kv_cache_defrag(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_defrag(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_56" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_32" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_updatesafellamacontexthandle" class="md-nav__link">
+    llama_kv_cache_update(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_update(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_57" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_batch_initint32-int32-int32" class="md-nav__link">
+    llama_batch_init(Int32, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_batch_init(Int32, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_58" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_33" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_batch_freellamanativebatch" class="md-nav__link">
+    llama_batch_free(LLamaNativeBatch)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_batch_free(LLamaNativeBatch)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_59" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_decodesafellamacontexthandle-llamanativebatch" class="md-nav__link">
+    llama_decode(SafeLLamaContextHandle, LLamaNativeBatch)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_decode(SafeLLamaContextHandle, LLamaNativeBatch)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_60" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_34" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_view_initsafellamacontexthandle-int32" class="md-nav__link">
+    llama_kv_cache_view_init(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_view_init(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_61" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_35" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_view_freellamakvcacheview" class="md-nav__link">
+    llama_kv_cache_view_free(LLamaKvCacheView&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_view_free(LLamaKvCacheView&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_62" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_kv_cache_view_updatesafellamacontexthandle-llamakvcacheview" class="md-nav__link">
+    llama_kv_cache_view_update(SafeLLamaContextHandle, LLamaKvCacheView&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_kv_cache_view_update(SafeLLamaContextHandle, LLamaKvCacheView&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_63" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_kv_cache_token_countsafellamacontexthandle" class="md-nav__link">
+    llama_get_kv_cache_token_count(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_kv_cache_token_count(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_64" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_36" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_kv_cache_used_cellssafellamacontexthandle" class="md-nav__link">
+    llama_get_kv_cache_used_cells(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_kv_cache_used_cells(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_65" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_37" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_beam_searchsafellamacontexthandle-llamabeamsearchcallback-intptr-uint64-int32-int32-int32" class="md-nav__link">
+    llama_beam_search(SafeLLamaContextHandle, LLamaBeamSearchCallback, IntPtr, UInt64, Int32, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_beam_search(SafeLLamaContextHandle, LLamaBeamSearchCallback, IntPtr, UInt64, Int32, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_66" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_empty_call" class="md-nav__link">
+    llama_empty_call()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_max_devices" class="md-nav__link">
+    llama_max_devices()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_max_devices()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_38" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_default_params" class="md-nav__link">
+    llama_model_default_params()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_default_params()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_39" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_context_default_params" class="md-nav__link">
+    llama_context_default_params()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_context_default_params()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_40" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_quantize_default_params" class="md-nav__link">
+    llama_model_quantize_default_params()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_quantize_default_params()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_41" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_supports_mmap" class="md-nav__link">
+    llama_supports_mmap()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_supports_mmap()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_42" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_supports_mlock" class="md-nav__link">
+    llama_supports_mlock()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_supports_mlock()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_43" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_supports_gpu_offload" class="md-nav__link">
+    llama_supports_gpu_offload()
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_supports_gpu_offload()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_44" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_set_rng_seedsafellamacontexthandle-uint32" class="md-nav__link">
+    llama_set_rng_seed(SafeLLamaContextHandle, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_set_rng_seed(SafeLLamaContextHandle, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_67" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_state_sizesafellamacontexthandle" class="md-nav__link">
+    llama_get_state_size(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_state_size(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_68" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_45" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_copy_state_datasafellamacontexthandle-byte" class="md-nav__link">
+    llama_copy_state_data(SafeLLamaContextHandle, Byte*)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_copy_state_data(SafeLLamaContextHandle, Byte*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_69" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_46" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_set_state_datasafellamacontexthandle-byte" class="md-nav__link">
+    llama_set_state_data(SafeLLamaContextHandle, Byte*)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_set_state_data(SafeLLamaContextHandle, Byte*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_70" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_47" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_load_session_filesafellamacontexthandle-string-llamatoken-uint64-uint64" class="md-nav__link">
+    llama_load_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64, UInt64&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_load_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64, UInt64&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_71" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_48" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_save_session_filesafellamacontexthandle-string-llamatoken-uint64" class="md-nav__link">
+    llama_save_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_save_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_72" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_49" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_get_textsafellamamodelhandle-llamatoken" class="md-nav__link">
+    llama_token_get_text(SafeLlamaModelHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_get_text(SafeLlamaModelHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_73" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_50" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_get_scoresafellamamodelhandle-llamatoken" class="md-nav__link">
+    llama_token_get_score(SafeLlamaModelHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_get_score(SafeLlamaModelHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_74" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_51" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_token_get_typesafellamamodelhandle-llamatoken" class="md-nav__link">
+    llama_token_get_type(SafeLlamaModelHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_token_get_type(SafeLlamaModelHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_75" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_52" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_n_ctxsafellamacontexthandle" class="md-nav__link">
+    llama_n_ctx(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_n_ctx(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_76" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_53" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_n_batchsafellamacontexthandle" class="md-nav__link">
+    llama_n_batch(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_n_batch(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_77" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_54" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_logitssafellamacontexthandle" class="md-nav__link">
+    llama_get_logits(SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_logits(SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_78" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_55" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_logits_ithsafellamacontexthandle-int32" class="md-nav__link">
+    llama_get_logits_ith(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_logits_ith(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_79" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_56" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_get_embeddings_ithsafellamacontexthandle-int32" class="md-nav__link">
+    llama_get_embeddings_ith(SafeLLamaContextHandle, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_get_embeddings_ith(SafeLLamaContextHandle, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_80" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_57" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="nativeapi">NativeApi<a class="headerlink" href="#nativeapi" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Direct translation of the llama.cpp API</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">NativeApi</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">NativeApi</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single"><strong>llama_sample_token_mirostat(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Int32, Single&amp;)</strong><a class="headerlink" href="#llama_sample_token_mirostatsafellamacontexthandle-llamatokendataarraynative-single-single-int32-single" title="Permanent link"></a></h3>
+<p>Mirostat 1.0 algorithm described in the paper <a href="https://arxiv.org/abs/2007.14966">https://arxiv.org/abs/2007.14966</a>. Uses tokens instead of words.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">llama_sample_token_mirostat</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">tau</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">eta</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">m</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="o">&amp;</span><span class="w"> </span><span class="n">mu</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+A vector of <code>llama_token_data</code> containing the candidate tokens, their probabilities (p), and log-odds (logit) for the current position in the generated text.</p>
+<p><code>tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p>
+<p><code>eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p>
+<p><code>m</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The number of tokens considered in the estimation of <code>s_hat</code>. This is an arbitrary value that is used to calculate <code>s_hat</code>, which in turn helps to calculate the value of <code>k</code>. In the paper, they use <code>m = 100</code>, but you can experiment with different values to see how it affects the performance of the algorithm.</p>
+<p><code>mu</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single&amp;</a><br>
+Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single"><strong>llama_sample_token_mirostat_v2(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single&amp;)</strong><a class="headerlink" href="#llama_sample_token_mirostat_v2safellamacontexthandle-llamatokendataarraynative-single-single-single" title="Permanent link"></a></h3>
+<p>Mirostat 2.0 algorithm described in the paper <a href="https://arxiv.org/abs/2007.14966">https://arxiv.org/abs/2007.14966</a>. Uses tokens instead of words.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">llama_sample_token_mirostat_v2</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">tau</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">eta</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="o">&amp;</span><span class="w"> </span><span class="n">mu</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+A vector of <code>llama_token_data</code> containing the candidate tokens, their probabilities (p), and log-odds (logit) for the current position in the generated text.</p>
+<p><code>tau</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The target cross-entropy (or surprise) value you want to achieve for the generated text. A higher value corresponds to more surprising or less predictable text, while a lower value corresponds to less surprising or more predictable text.</p>
+<p><code>eta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+The learning rate used to update <code>mu</code> based on the error between the target and observed surprisal of the sampled word. A larger learning rate will cause <code>mu</code> to be updated more quickly, while a smaller learning rate will result in slower updates.</p>
+<p><code>mu</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single&amp;</a><br>
+Maximum cross-entropy. This value is initialized to be twice the target cross-entropy (<code>2 * tau</code>) and is updated in the algorithm based on the error between the target and observed surprisal.</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative"><strong>llama_sample_token_greedy(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)</strong><a class="headerlink" href="#llama_sample_token_greedysafellamacontexthandle-llamatokendataarraynative" title="Permanent link"></a></h3>
+<p>Selects the token with the highest probability.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">llama_sample_token_greedy</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llama_sample_tokensafellamacontexthandle-llamatokendataarraynative"><strong>llama_sample_token(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)</strong><a class="headerlink" href="#llama_sample_tokensafellamacontexthandle-llamatokendataarraynative" title="Permanent link"></a></h3>
+<p>Randomly selects a token from the candidates based on their probabilities.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">llama_sample_token</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llama_get_embeddingsg__llama_get_embeddings_native30_0safellamacontexthandle"><strong>&lt;llama_get_embeddings&gt;g__llama_get_embeddings_native|30_0(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_get_embeddingsg__llama_get_embeddings_native30_0safellamacontexthandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="o">&lt;</span><span class="n">llama_get_embeddings</span><span class="o">&gt;</span><span class="n">g__llama_get_embeddings_native</span><span class="o">|</span><span class="m">30</span><span class="n">_0</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br></p>
+<h3 id="llama_token_to_pieceg__llama_token_to_piece_native44_0safellamamodelhandle-llamatoken-byte-int32"><strong>&lt;llama_token_to_piece&gt;g__llama_token_to_piece_native|44_0(SafeLlamaModelHandle, LLamaToken, Byte*, Int32)</strong><a class="headerlink" href="#llama_token_to_pieceg__llama_token_to_piece_native44_0safellamamodelhandle-llamatoken-byte-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="o">&lt;</span><span class="n">llama_token_to_piece</span><span class="o">&gt;</span><span class="n">g__llama_token_to_piece_native</span><span class="o">|</span><span class="m">44</span><span class="n">_0</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">llamaToken</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">buffer</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">length</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>llamaToken</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<p><code>buffer</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<p><code>length</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="tryloadlibrariesg__tryload84_0string"><strong>&lt;TryLoadLibraries&gt;g__TryLoad|84_0(String)</strong><a class="headerlink" href="#tryloadlibrariesg__tryload84_0string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="o">&lt;</span><span class="n">TryLoadLibraries</span><span class="o">&gt;</span><span class="n">g__TryLoad</span><span class="o">|</span><span class="m">84</span><span class="n">_0</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">path</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_6">Returns<a class="headerlink" href="#returns_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
+<h3 id="tryloadlibrariesg__tryfindpath84_1string-c__displayclass84_0"><strong>&lt;TryLoadLibraries&gt;g__TryFindPath|84_1(String, &lt;&gt;c__DisplayClass84_0&amp;)</strong><a class="headerlink" href="#tryloadlibrariesg__tryfindpath84_1string-c__displayclass84_0" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="o">&lt;</span><span class="n">TryLoadLibraries</span><span class="o">&gt;</span><span class="n">g__TryFindPath</span><span class="o">|</span><span class="m">84</span><span class="n">_1</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">filename</span><span class="p">,</span><span class="w"> </span><span class="o">&lt;&gt;</span><span class="n">c__DisplayClass84_0</span><span class="o">&amp;</span><span class="w"> </span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>filename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p>`` <a href="./llama.native.nativeapi.&lt;&gt;c__displayclass84_0&amp;.md">&lt;&gt;c__DisplayClass84_0&amp;</a><br></p>
+<h4 id="returns_7">Returns<a class="headerlink" href="#returns_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="llama_set_n_threadssafellamacontexthandle-uint32-uint32"><strong>llama_set_n_threads(SafeLLamaContextHandle, UInt32, UInt32)</strong><a class="headerlink" href="#llama_set_n_threadssafellamacontexthandle-uint32-uint32" title="Permanent link"></a></h3>
+<p>Set the number of threads used for decoding</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_set_n_threads</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">n_threads</span><span class="p">,</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">n_threads_batch</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br>
+n_threads is the number of threads used for generation (single token)</p>
+<p><code>n_threads_batch</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br>
+n_threads_batch is the number of threads used for prompt and batch processing (multiple tokens)</p>
+<h3 id="llama_vocab_typesafellamamodelhandle"><strong>llama_vocab_type(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_vocab_typesafellamamodelhandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaVocabType</span><span class="w"> </span><span class="nf">llama_vocab_type</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_8">Returns<a class="headerlink" href="#returns_8" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamavocabtype/">LLamaVocabType</a><br></p>
+<h3 id="llama_rope_typesafellamamodelhandle"><strong>llama_rope_type(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_rope_typesafellamamodelhandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaRopeType</span><span class="w"> </span><span class="nf">llama_rope_type</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_10">Parameters<a class="headerlink" href="#parameters_10" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_9">Returns<a class="headerlink" href="#returns_9" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamaropetype/">LLamaRopeType</a><br></p>
+<h3 id="llama_grammar_initllamagrammarelement-uint64-uint64"><strong>llama_grammar_init(LLamaGrammarElement</strong>, UInt64, UInt64)**<a class="headerlink" href="#llama_grammar_initllamagrammarelement-uint64-uint64" title="Permanent link"></a></h3>
+<p>Create a new grammar from the given set of grammar rules</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="nf">llama_grammar_init</span><span class="p">(</span><span class="n">LLamaGrammarElement</span><span class="o">**</span><span class="w"> </span><span class="n">rules</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">n_rules</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">start_rule_index</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_11">Parameters<a class="headerlink" href="#parameters_11" title="Permanent link"></a></h4>
+<p><code>rules</code> <a href="./llama.native.llamagrammarelement**.md">LLamaGrammarElement**</a><br></p>
+<p><code>n_rules</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<p><code>start_rule_index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h4 id="returns_10">Returns<a class="headerlink" href="#returns_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
+<h3 id="llama_grammar_freeintptr"><strong>llama_grammar_free(IntPtr)</strong><a class="headerlink" href="#llama_grammar_freeintptr" title="Permanent link"></a></h3>
+<p>Free all memory from the given SafeLLamaGrammarHandle</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_grammar_free</span><span class="p">(</span><span class="n">IntPtr</span><span class="w"> </span><span class="n">grammar</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_12">Parameters<a class="headerlink" href="#parameters_12" title="Permanent link"></a></h4>
+<p><code>grammar</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
+<h3 id="llama_grammar_copysafellamagrammarhandle"><strong>llama_grammar_copy(SafeLLamaGrammarHandle)</strong><a class="headerlink" href="#llama_grammar_copysafellamagrammarhandle" title="Permanent link"></a></h3>
+<p>Create a copy of an existing grammar instance</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="nf">llama_grammar_copy</span><span class="p">(</span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">grammar</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_13">Parameters<a class="headerlink" href="#parameters_13" title="Permanent link"></a></h4>
+<p><code>grammar</code> <a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h4 id="returns_11">Returns<a class="headerlink" href="#returns_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
+<h3 id="llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle"><strong>llama_sample_grammar(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, SafeLLamaGrammarHandle)</strong><a class="headerlink" href="#llama_sample_grammarsafellamacontexthandle-llamatokendataarraynative-safellamagrammarhandle" title="Permanent link"></a></h3>
+<p>Apply constraints from grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_grammar</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">grammar</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_14">Parameters<a class="headerlink" href="#parameters_14" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br></p>
+<p><code>grammar</code> <a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h3 id="llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-llamatoken"><strong>llama_grammar_accept_token(SafeLLamaContextHandle, SafeLLamaGrammarHandle, LLamaToken)</strong><a class="headerlink" href="#llama_grammar_accept_tokensafellamacontexthandle-safellamagrammarhandle-llamatoken" title="Permanent link"></a></h3>
+<p>Accepts the sampled token into the grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_grammar_accept_token</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">grammar</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_15">Parameters<a class="headerlink" href="#parameters_15" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>grammar</code> <a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llava_validate_embed_sizesafellamacontexthandle-safellavamodelhandle"><strong>llava_validate_embed_size(SafeLLamaContextHandle, SafeLlavaModelHandle)</strong><a class="headerlink" href="#llava_validate_embed_sizesafellamacontexthandle-safellavamodelhandle" title="Permanent link"></a></h3>
+<p>Sanity check for clip &lt;-&gt; llava embed size match</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">llava_validate_embed_size</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLlavaModelHandle</span><span class="w"> </span><span class="n">ctxClip</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_16">Parameters<a class="headerlink" href="#parameters_16" title="Permanent link"></a></h4>
+<p><code>ctxLlama</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+LLama Context</p>
+<p><code>ctxClip</code> <a href="../llama.native.safellavamodelhandle/">SafeLlavaModelHandle</a><br>
+Llava Model</p>
+<h4 id="returns_12">Returns<a class="headerlink" href="#returns_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+True if validate successfully</p>
+<h3 id="llava_image_embed_make_with_bytessafellavamodelhandle-int32-byte-int32"><strong>llava_image_embed_make_with_bytes(SafeLlavaModelHandle, Int32, Byte[], Int32)</strong><a class="headerlink" href="#llava_image_embed_make_with_bytessafellavamodelhandle-int32-byte-int32" title="Permanent link"></a></h3>
+<p>Build an image embed from image file bytes</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">llava_image_embed_make_with_bytes</span><span class="p">(</span><span class="n">SafeLlavaModelHandle</span><span class="w"> </span><span class="n">ctx_clip</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="p">[]</span><span class="w"> </span><span class="n">image_bytes</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">image_bytes_length</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_17">Parameters<a class="headerlink" href="#parameters_17" title="Permanent link"></a></h4>
+<p><code>ctx_clip</code> <a href="../llama.native.safellavamodelhandle/">SafeLlavaModelHandle</a><br>
+SafeHandle to the Clip Model</p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Number of threads</p>
+<p><code>image_bytes</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br>
+Binary image in jpeg format</p>
+<p><code>image_bytes_length</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Bytes lenght of the image</p>
+<h4 id="returns_13">Returns<a class="headerlink" href="#returns_13" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br>
+SafeHandle to the Embeddings</p>
+<h3 id="llava_image_embed_make_with_filenamesafellavamodelhandle-int32-string"><strong>llava_image_embed_make_with_filename(SafeLlavaModelHandle, Int32, String)</strong><a class="headerlink" href="#llava_image_embed_make_with_filenamesafellavamodelhandle-int32-string" title="Permanent link"></a></h3>
+<p>Build an image embed from a path to an image filename</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">llava_image_embed_make_with_filename</span><span class="p">(</span><span class="n">SafeLlavaModelHandle</span><span class="w"> </span><span class="n">ctx_clip</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">image_path</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_18">Parameters<a class="headerlink" href="#parameters_18" title="Permanent link"></a></h4>
+<p><code>ctx_clip</code> <a href="../llama.native.safellavamodelhandle/">SafeLlavaModelHandle</a><br>
+SafeHandle to the Clip Model</p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Number of threads</p>
+<p><code>image_path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Image filename (jpeg) to generate embeddings</p>
+<h4 id="returns_14">Returns<a class="headerlink" href="#returns_14" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br>
+SafeHandel to the embeddings</p>
+<h3 id="llava_image_embed_freeintptr"><strong>llava_image_embed_free(IntPtr)</strong><a class="headerlink" href="#llava_image_embed_freeintptr" title="Permanent link"></a></h3>
+<p>Free an embedding made with llava_image_embed_make_*</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llava_image_embed_free</span><span class="p">(</span><span class="n">IntPtr</span><span class="w"> </span><span class="n">embed</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_19">Parameters<a class="headerlink" href="#parameters_19" title="Permanent link"></a></h4>
+<p><code>embed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br>
+Embeddings to release</p>
+<h3 id="llava_eval_image_embedsafellamacontexthandle-safellavaimageembedhandle-int32-int32"><strong>llava_eval_image_embed(SafeLLamaContextHandle, SafeLlavaImageEmbedHandle, Int32, Int32&amp;)</strong><a class="headerlink" href="#llava_eval_image_embedsafellamacontexthandle-safellavaimageembedhandle-int32-int32" title="Permanent link"></a></h3>
+<p>Write the image represented by embed into the llama context with batch size n_batch, starting at context
+ pos n_past. on completion, n_past points to the next position in the context after the image embed.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">llava_eval_image_embed</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx_llama</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="n">embed</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_batch</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">n_past</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_20">Parameters<a class="headerlink" href="#parameters_20" title="Permanent link"></a></h4>
+<p><code>ctx_llama</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+Llama Context</p>
+<p><code>embed</code> <a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br>
+Embedding handle</p>
+<p><code>n_batch</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_past</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<h4 id="returns_15">Returns<a class="headerlink" href="#returns_15" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+True on success</p>
+<h3 id="llama_model_quantizestring-string-llamamodelquantizeparams"><strong>llama_model_quantize(String, String, LLamaModelQuantizeParams*)</strong><a class="headerlink" href="#llama_model_quantizestring-string-llamamodelquantizeparams" title="Permanent link"></a></h3>
+<p>Returns 0 on success</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="nf">llama_model_quantize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">fname_inp</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">fname_out</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaModelQuantizeParams</span><span class="o">*</span><span class="w"> </span><span class="n">param</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_21">Parameters<a class="headerlink" href="#parameters_21" title="Permanent link"></a></h4>
+<p><code>fname_inp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>fname_out</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>param</code> <a href="./llama.native.llamamodelquantizeparams*.md">LLamaModelQuantizeParams*</a><br></p>
+<h4 id="returns_16">Returns<a class="headerlink" href="#returns_16" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br>
+Returns 0 on success</p>
+<h3 id="llama_sample_repetition_penaltiessafellamacontexthandle-llamatokendataarraynative-llamatoken-uint64-single-single-single"><strong>llama_sample_repetition_penalties(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, LLamaToken*, UInt64, Single, Single, Single)</strong><a class="headerlink" href="#llama_sample_repetition_penaltiessafellamacontexthandle-llamatokendataarraynative-llamatoken-uint64-single-single-single" title="Permanent link"></a></h3>
+<p>Repetition penalty described in CTRL academic paper <a href="https://arxiv.org/abs/1909.05858">https://arxiv.org/abs/1909.05858</a>, with negative logit fix.
+ Frequency and presence penalties described in OpenAI API <a href="https://platform.openai.com/docs/api-reference/parameter-details">https://platform.openai.com/docs/api-reference/parameter-details</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_repetition_penalties</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="o">*</span><span class="w"> </span><span class="n">last_tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">last_tokens_size</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">penalty_repeat</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">penalty_freq</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">penalty_present</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_22">Parameters<a class="headerlink" href="#parameters_22" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<p><code>last_tokens</code> <a href="./llama.native.llamatoken*.md">LLamaToken*</a><br></p>
+<p><code>last_tokens_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<p><code>penalty_repeat</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+Repetition penalty described in CTRL academic paper <a href="https://arxiv.org/abs/1909.05858">https://arxiv.org/abs/1909.05858</a>, with negative logit fix.</p>
+<p><code>penalty_freq</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+Frequency and presence penalties described in OpenAI API <a href="https://platform.openai.com/docs/api-reference/parameter-details">https://platform.openai.com/docs/api-reference/parameter-details</a>.</p>
+<p><code>penalty_present</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+Frequency and presence penalties described in OpenAI API <a href="https://platform.openai.com/docs/api-reference/parameter-details">https://platform.openai.com/docs/api-reference/parameter-details</a>.</p>
+<h3 id="llama_sample_apply_guidancesafellamacontexthandle-spansingle-readonlyspansingle-single"><strong>llama_sample_apply_guidance(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;Single&gt;, Single)</strong><a class="headerlink" href="#llama_sample_apply_guidancesafellamacontexthandle-spansingle-readonlyspansingle-single" title="Permanent link"></a></h3>
+<p>Apply classifier-free guidance to the logits as described in academic paper "Stay on topic with Classifier-Free Guidance" <a href="https://arxiv.org/abs/2306.17806">https://arxiv.org/abs/2306.17806</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_apply_guidance</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits_guidance</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">scale</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_23">Parameters<a class="headerlink" href="#parameters_23" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br>
+Logits extracted from the original generation context.</p>
+<p><code>logits_guidance</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;Single&gt;</a><br>
+Logits extracted from a separate context from the same model.
+ Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p>
+<p><code>scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+Guidance strength. 1.0f means no guidance. Higher values mean stronger guidance.</p>
+<h3 id="llama_sample_apply_guidancesafellamacontexthandle-single-single-single"><strong>llama_sample_apply_guidance(SafeLLamaContextHandle, Single<em>, Single</em>, Single)</strong><a class="headerlink" href="#llama_sample_apply_guidancesafellamacontexthandle-single-single-single" title="Permanent link"></a></h3>
+<p>Apply classifier-free guidance to the logits as described in academic paper "Stay on topic with Classifier-Free Guidance" <a href="https://arxiv.org/abs/2306.17806">https://arxiv.org/abs/2306.17806</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_apply_guidance</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">logits_guidance</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">scale</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_24">Parameters<a class="headerlink" href="#parameters_24" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br>
+Logits extracted from the original generation context.</p>
+<p><code>logits_guidance</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br>
+Logits extracted from a separate context from the same model.
+ Other than a negative prompt at the beginning, it should have all generated and user input tokens copied from the main context.</p>
+<p><code>scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br>
+Guidance strength. 1.0f means no guidance. Higher values mean stronger guidance.</p>
+<h3 id="llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative"><strong>llama_sample_softmax(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;)</strong><a class="headerlink" href="#llama_sample_softmaxsafellamacontexthandle-llamatokendataarraynative" title="Permanent link"></a></h3>
+<p>Sorts candidate tokens by their logits in descending order and calculate probabilities based on logits.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_softmax</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_25">Parameters<a class="headerlink" href="#parameters_25" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<h3 id="llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64"><strong>llama_sample_top_k(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Int32, UInt64)</strong><a class="headerlink" href="#llama_sample_top_ksafellamacontexthandle-llamatokendataarraynative-int32-uint64" title="Permanent link"></a></h3>
+<p>Top-K sampling described in academic paper "The Curious Case of Neural Text Degeneration" <a href="https://arxiv.org/abs/1904.09751">https://arxiv.org/abs/1904.09751</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_top_k</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">k</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">min_keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_26">Parameters<a class="headerlink" href="#parameters_26" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<p><code>k</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64"><strong>llama_sample_top_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)</strong><a class="headerlink" href="#llama_sample_top_psafellamacontexthandle-llamatokendataarraynative-single-uint64" title="Permanent link"></a></h3>
+<p>Nucleus sampling described in academic paper "The Curious Case of Neural Text Degeneration" <a href="https://arxiv.org/abs/1904.09751">https://arxiv.org/abs/1904.09751</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_top_p</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">min_keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_27">Parameters<a class="headerlink" href="#parameters_27" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="llama_sample_min_psafellamacontexthandle-llamatokendataarraynative-single-uint64"><strong>llama_sample_min_p(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)</strong><a class="headerlink" href="#llama_sample_min_psafellamacontexthandle-llamatokendataarraynative-single-uint64" title="Permanent link"></a></h3>
+<p>Minimum P sampling as described in <a href="https://github.com/ggerganov/llama.cpp/pull/3841">https://github.com/ggerganov/llama.cpp/pull/3841</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_min_p</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">min_keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_28">Parameters<a class="headerlink" href="#parameters_28" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64"><strong>llama_sample_tail_free(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)</strong><a class="headerlink" href="#llama_sample_tail_freesafellamacontexthandle-llamatokendataarraynative-single-uint64" title="Permanent link"></a></h3>
+<p>Tail Free Sampling described in <a href="https://www.trentonbricken.com/Tail-Free-Sampling/">https://www.trentonbricken.com/Tail-Free-Sampling/</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_tail_free</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">z</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">min_keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_29">Parameters<a class="headerlink" href="#parameters_29" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<p><code>z</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64"><strong>llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, UInt64)</strong><a class="headerlink" href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-uint64" title="Permanent link"></a></h3>
+<p>Locally Typical Sampling implementation described in the paper <a href="https://arxiv.org/abs/2202.00666">https://arxiv.org/abs/2202.00666</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_typical</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">p</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">min_keep</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_30">Parameters<a class="headerlink" href="#parameters_30" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<p><code>p</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>min_keep</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-single-single"><strong>llama_sample_typical(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single, Single, Single)</strong><a class="headerlink" href="#llama_sample_typicalsafellamacontexthandle-llamatokendataarraynative-single-single-single" title="Permanent link"></a></h3>
+<p>Dynamic temperature implementation described in the paper <a href="https://arxiv.org/abs/2309.02772">https://arxiv.org/abs/2309.02772</a>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_typical</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">min_temp</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">max_temp</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">exponent_val</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_31">Parameters<a class="headerlink" href="#parameters_31" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br>
+Pointer to LLamaTokenDataArray</p>
+<p><code>min_temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>max_temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>exponent_val</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="llama_sample_tempsafellamacontexthandle-llamatokendataarraynative-single"><strong>llama_sample_temp(SafeLLamaContextHandle, LLamaTokenDataArrayNative&amp;, Single)</strong><a class="headerlink" href="#llama_sample_tempsafellamacontexthandle-llamatokendataarraynative-single" title="Permanent link"></a></h3>
+<p>Modify logits by temperature</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_sample_temp</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArrayNative</span><span class="o">&amp;</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">temp</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_32">Parameters<a class="headerlink" href="#parameters_32" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="./llama.native.llamatokendataarraynative&amp;.md">LLamaTokenDataArrayNative&amp;</a><br></p>
+<p><code>temp</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="llama_get_embeddingssafellamacontexthandle"><strong>llama_get_embeddings(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_get_embeddingssafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Get the embeddings for the input</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">llama_get_embeddings</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_33">Parameters<a class="headerlink" href="#parameters_33" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_17">Returns<a class="headerlink" href="#returns_17" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<h3 id="llama_chat_apply_templatesafellamamodelhandle-char-llamachatmessage-intptr-boolean-char-int32"><strong>llama_chat_apply_template(SafeLlamaModelHandle, Char<em>, LLamaChatMessage</em>, IntPtr, Boolean, Char*, Int32)</strong><a class="headerlink" href="#llama_chat_apply_templatesafellamamodelhandle-char-llamachatmessage-intptr-boolean-char-int32" title="Permanent link"></a></h3>
+<p>Apply chat template. Inspired by hf apply_chat_template() on python.
+ Both "model" and "custom_template" are optional, but at least one is required. "custom_template" has higher precedence than "model"
+ NOTE: This function does not use a jinja parser. It only support a pre-defined list of template. See more: <a href="https://github.com/ggerganov/llama.cpp/wiki/Templates-supported-by-llama_chat_apply_template">https://github.com/ggerganov/llama.cpp/wiki/Templates-supported-by-llama_chat_apply_template</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_chat_apply_template</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">Char</span><span class="o">*</span><span class="w"> </span><span class="n">tmpl</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaChatMessage</span><span class="o">*</span><span class="w"> </span><span class="n">chat</span><span class="p">,</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="n">n_msg</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">add_ass</span><span class="p">,</span><span class="w"> </span><span class="n">Char</span><span class="o">*</span><span class="w"> </span><span class="n">buf</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">length</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_34">Parameters<a class="headerlink" href="#parameters_34" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>tmpl</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.char*">Char*</a><br>
+A Jinja template to use for this chat. If this is nullptr, the model’s default chat template will be used instead.</p>
+<p><code>chat</code> <a href="./llama.native.llamachatmessage*.md">LLamaChatMessage*</a><br>
+Pointer to a list of multiple llama_chat_message</p>
+<p><code>n_msg</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br>
+Number of llama_chat_message in this chat</p>
+<p><code>add_ass</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Whether to end the prompt with the token(s) that indicate the start of an assistant message.</p>
+<p><code>buf</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.char*">Char*</a><br>
+A buffer to hold the output formatted prompt. The recommended alloc size is 2 * (total number of characters of all messages)</p>
+<p><code>length</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The size of the allocated buffer</p>
+<h4 id="returns_18">Returns<a class="headerlink" href="#returns_18" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The total number of bytes of the formatted prompt. If is it larger than the size of buffer, you may need to re-alloc it and then re-apply the template.</p>
+<h3 id="llama_token_bossafellamamodelhandle"><strong>llama_token_bos(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_token_bossafellamamodelhandle" title="Permanent link"></a></h3>
+<p>Get the "Beginning of sentence" token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">llama_token_bos</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_35">Parameters<a class="headerlink" href="#parameters_35" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_19">Returns<a class="headerlink" href="#returns_19" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llama_token_eossafellamamodelhandle"><strong>llama_token_eos(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_token_eossafellamamodelhandle" title="Permanent link"></a></h3>
+<p>Get the "End of sentence" token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">llama_token_eos</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_36">Parameters<a class="headerlink" href="#parameters_36" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_20">Returns<a class="headerlink" href="#returns_20" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llama_token_nlsafellamamodelhandle"><strong>llama_token_nl(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_token_nlsafellamamodelhandle" title="Permanent link"></a></h3>
+<p>Get the "new line" token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">llama_token_nl</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_37">Parameters<a class="headerlink" href="#parameters_37" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_21">Returns<a class="headerlink" href="#returns_21" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="llama_add_bos_tokensafellamamodelhandle"><strong>llama_add_bos_token(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_add_bos_tokensafellamamodelhandle" title="Permanent link"></a></h3>
+<p>Returns -1 if unknown, 1 for true or 0 for false.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_add_bos_token</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_38">Parameters<a class="headerlink" href="#parameters_38" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_22">Returns<a class="headerlink" href="#returns_22" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_add_eos_tokensafellamamodelhandle"><strong>llama_add_eos_token(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_add_eos_tokensafellamamodelhandle" title="Permanent link"></a></h3>
+<p>Returns -1 if unknown, 1 for true or 0 for false.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_add_eos_token</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_39">Parameters<a class="headerlink" href="#parameters_39" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_23">Returns<a class="headerlink" href="#returns_23" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_token_prefixsafellamamodelhandle"><strong>llama_token_prefix(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_token_prefixsafellamamodelhandle" title="Permanent link"></a></h3>
+<p>codellama infill tokens, Beginning of infill prefix</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_token_prefix</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_40">Parameters<a class="headerlink" href="#parameters_40" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_24">Returns<a class="headerlink" href="#returns_24" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_token_middlesafellamamodelhandle"><strong>llama_token_middle(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_token_middlesafellamamodelhandle" title="Permanent link"></a></h3>
+<p>codellama infill tokens, Beginning of infill middle</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_token_middle</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_41">Parameters<a class="headerlink" href="#parameters_41" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_25">Returns<a class="headerlink" href="#returns_25" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_token_suffixsafellamamodelhandle"><strong>llama_token_suffix(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_token_suffixsafellamamodelhandle" title="Permanent link"></a></h3>
+<p>codellama infill tokens, Beginning of infill suffix</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_token_suffix</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_42">Parameters<a class="headerlink" href="#parameters_42" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_26">Returns<a class="headerlink" href="#returns_26" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_token_eotsafellamamodelhandle"><strong>llama_token_eot(SafeLlamaModelHandle)</strong><a class="headerlink" href="#llama_token_eotsafellamamodelhandle" title="Permanent link"></a></h3>
+<p>codellama infill tokens, End of infill middle</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_token_eot</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_43">Parameters<a class="headerlink" href="#parameters_43" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_27">Returns<a class="headerlink" href="#returns_27" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_print_timingssafellamacontexthandle"><strong>llama_print_timings(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_print_timingssafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Print out timing information for this context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_print_timings</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_44">Parameters<a class="headerlink" href="#parameters_44" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h3 id="llama_reset_timingssafellamacontexthandle"><strong>llama_reset_timings(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_reset_timingssafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Reset all collected timing information for this context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_reset_timings</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_45">Parameters<a class="headerlink" href="#parameters_45" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h3 id="llama_print_system_info"><strong>llama_print_system_info()</strong><a class="headerlink" href="#llama_print_system_info" title="Permanent link"></a></h3>
+<p>Print system information</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="nf">llama_print_system_info</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_28">Returns<a class="headerlink" href="#returns_28" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br></p>
+<h3 id="llama_token_to_piecesafellamamodelhandle-llamatoken-spanbyte"><strong>llama_token_to_piece(SafeLlamaModelHandle, LLamaToken, Span&lt;Byte&gt;)</strong><a class="headerlink" href="#llama_token_to_piecesafellamamodelhandle-llamatoken-spanbyte" title="Permanent link"></a></h3>
+<p>Convert a single token into text</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_token_to_piece</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">llamaToken</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">byte</span><span class="o">&gt;</span><span class="w"> </span><span class="n">buffer</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_46">Parameters<a class="headerlink" href="#parameters_46" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>llamaToken</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<p><code>buffer</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Byte&gt;</a><br>
+buffer to write string into</p>
+<h4 id="returns_29">Returns<a class="headerlink" href="#returns_29" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The length written, or if the buffer is too small a negative that indicates the length required</p>
+<h3 id="llama_tokenizesafellamamodelhandle-byte-int32-llamatoken-int32-boolean-boolean"><strong>llama_tokenize(SafeLlamaModelHandle, Byte<em>, Int32, LLamaToken</em>, Int32, Boolean, Boolean)</strong><a class="headerlink" href="#llama_tokenizesafellamamodelhandle-byte-int32-llamatoken-int32-boolean-boolean" title="Permanent link"></a></h3>
+<p>Convert text into tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_tokenize</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">text_len</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="o">*</span><span class="w"> </span><span class="n">tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_max_tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">add_bos</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">special</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_47">Parameters<a class="headerlink" href="#parameters_47" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<p><code>text_len</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>tokens</code> <a href="./llama.native.llamatoken*.md">LLamaToken*</a><br></p>
+<p><code>n_max_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>add_bos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>special</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Allow tokenizing special and/or control tokens which otherwise are not exposed and treated as plaintext. Does not insert a leading space.</p>
+<h4 id="returns_30">Returns<a class="headerlink" href="#returns_30" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Returns the number of tokens on success, no more than n_max_tokens.
+ Returns a negative number on failure - the number of tokens that would have been returned</p>
+<h3 id="llama_log_setllamalogcallback"><strong>llama_log_set(LLamaLogCallback)</strong><a class="headerlink" href="#llama_log_setllamalogcallback" title="Permanent link"></a></h3>
+<p>Register a callback to receive llama log messages</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_log_set</span><span class="p">(</span><span class="n">LLamaLogCallback</span><span class="w"> </span><span class="n">logCallback</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_48">Parameters<a class="headerlink" href="#parameters_48" title="Permanent link"></a></h4>
+<p><code>logCallback</code> <a href="./llama.native.llamalogcallback.md">LLamaLogCallback</a><br></p>
+<h3 id="llama_kv_cache_clearsafellamacontexthandle"><strong>llama_kv_cache_clear(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_kv_cache_clearsafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Clear the KV cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_clear</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_49">Parameters<a class="headerlink" href="#parameters_49" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h3 id="llama_kv_cache_seq_rmsafellamacontexthandle-llamaseqid-llamapos-llamapos"><strong>llama_kv_cache_seq_rm(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos)</strong><a class="headerlink" href="#llama_kv_cache_seq_rmsafellamacontexthandle-llamaseqid-llamapos-llamapos" title="Permanent link"></a></h3>
+<p>Removes all tokens that belong to the specified sequence and have positions in [p0, p1)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_seq_rm</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_50">Parameters<a class="headerlink" href="#parameters_50" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<h3 id="llama_kv_cache_seq_cpsafellamacontexthandle-llamaseqid-llamaseqid-llamapos-llamapos"><strong>llama_kv_cache_seq_cp(SafeLLamaContextHandle, LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)</strong><a class="headerlink" href="#llama_kv_cache_seq_cpsafellamacontexthandle-llamaseqid-llamaseqid-llamapos-llamapos" title="Permanent link"></a></h3>
+<p>Copy all tokens that belong to the specified sequence to another sequence
+ Note that this does not allocate extra KV cache memory - it simply assigns the tokens to the new sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_seq_cp</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">src</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">dest</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_51">Parameters<a class="headerlink" href="#parameters_51" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>src</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>dest</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<h3 id="llama_kv_cache_seq_keepsafellamacontexthandle-llamaseqid"><strong>llama_kv_cache_seq_keep(SafeLLamaContextHandle, LLamaSeqId)</strong><a class="headerlink" href="#llama_kv_cache_seq_keepsafellamacontexthandle-llamaseqid" title="Permanent link"></a></h3>
+<p>Removes all tokens that do not belong to the specified sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_seq_keep</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_52">Parameters<a class="headerlink" href="#parameters_52" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<h3 id="llama_kv_cache_seq_addsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32"><strong>llama_kv_cache_seq_add(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)</strong><a class="headerlink" href="#llama_kv_cache_seq_addsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32" title="Permanent link"></a></h3>
+<p>Adds relative position "delta" to all tokens that belong to the specified sequence and have positions in [p0, p1)
+ If the KV cache is RoPEd, the KV data is updated accordingly:
+ - lazily on next llama_decode()
+ - explicitly with llama_kv_cache_update()</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_seq_add</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">delta</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_53">Parameters<a class="headerlink" href="#parameters_53" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>delta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_kv_cache_seq_divsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32"><strong>llama_kv_cache_seq_div(SafeLLamaContextHandle, LLamaSeqId, LLamaPos, LLamaPos, Int32)</strong><a class="headerlink" href="#llama_kv_cache_seq_divsafellamacontexthandle-llamaseqid-llamapos-llamapos-int32" title="Permanent link"></a></h3>
+<p>Integer division of the positions by factor of <code>d &amp;gt; 1</code>
+ If the KV cache is RoPEd, the KV data is updated accordingly:
+ - lazily on next llama_decode()
+ - explicitly with llama_kv_cache_update()
+ <br>
+ p0 &lt; 0 : [0, p1]
+ <br>
+ p1 &lt; 0 : [p0, inf)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_seq_div</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">d</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_54">Parameters<a class="headerlink" href="#parameters_54" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>d</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_kv_cache_seq_pos_maxsafellamacontexthandle-llamaseqid"><strong>llama_kv_cache_seq_pos_max(SafeLLamaContextHandle, LLamaSeqId)</strong><a class="headerlink" href="#llama_kv_cache_seq_pos_maxsafellamacontexthandle-llamaseqid" title="Permanent link"></a></h3>
+<p>Returns the largest position present in the KV cache for the specified sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="nf">llama_kv_cache_seq_pos_max</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_55">Parameters<a class="headerlink" href="#parameters_55" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<h4 id="returns_31">Returns<a class="headerlink" href="#returns_31" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<h3 id="llama_kv_cache_defragsafellamacontexthandle"><strong>llama_kv_cache_defrag(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_kv_cache_defragsafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Defragment the KV cache. This will be applied:
+ - lazily on next llama_decode()
+ - explicitly with llama_kv_cache_update()</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="nf">llama_kv_cache_defrag</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_56">Parameters<a class="headerlink" href="#parameters_56" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_32">Returns<a class="headerlink" href="#returns_32" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<h3 id="llama_kv_cache_updatesafellamacontexthandle"><strong>llama_kv_cache_update(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_kv_cache_updatesafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Apply the KV cache updates (such as K-shifts, defragmentation, etc.)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_update</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_57">Parameters<a class="headerlink" href="#parameters_57" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h3 id="llama_batch_initint32-int32-int32"><strong>llama_batch_init(Int32, Int32, Int32)</strong><a class="headerlink" href="#llama_batch_initint32-int32-int32" title="Permanent link"></a></h3>
+<p>Allocates a batch of tokens on the heap
+ Each token can be assigned up to n_seq_max sequence ids
+ The batch has to be freed with llama_batch_free()
+ If embd != 0, llama_batch.embd will be allocated with size of n_tokens * embd * sizeof(float)
+ Otherwise, llama_batch.token will be allocated to store n_tokens llama_token
+ The rest of the llama_batch members are allocated with size n_tokens
+ All members are left uninitialized</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaNativeBatch</span><span class="w"> </span><span class="nf">llama_batch_init</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">n_tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">embd</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_seq_max</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_58">Parameters<a class="headerlink" href="#parameters_58" title="Permanent link"></a></h4>
+<p><code>n_tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>embd</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>n_seq_max</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Each token can be assigned up to n_seq_max sequence ids</p>
+<h4 id="returns_33">Returns<a class="headerlink" href="#returns_33" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamanativebatch/">LLamaNativeBatch</a><br></p>
+<h3 id="llama_batch_freellamanativebatch"><strong>llama_batch_free(LLamaNativeBatch)</strong><a class="headerlink" href="#llama_batch_freellamanativebatch" title="Permanent link"></a></h3>
+<p>Frees a batch of tokens allocated with llama_batch_init()</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_batch_free</span><span class="p">(</span><span class="n">LLamaNativeBatch</span><span class="w"> </span><span class="n">batch</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_59">Parameters<a class="headerlink" href="#parameters_59" title="Permanent link"></a></h4>
+<p><code>batch</code> <a href="../llama.native.llamanativebatch/">LLamaNativeBatch</a><br></p>
+<h3 id="llama_decodesafellamacontexthandle-llamanativebatch"><strong>llama_decode(SafeLLamaContextHandle, LLamaNativeBatch)</strong><a class="headerlink" href="#llama_decodesafellamacontexthandle-llamanativebatch" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_decode</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaNativeBatch</span><span class="w"> </span><span class="n">batch</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_60">Parameters<a class="headerlink" href="#parameters_60" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>batch</code> <a href="../llama.native.llamanativebatch/">LLamaNativeBatch</a><br></p>
+<h4 id="returns_34">Returns<a class="headerlink" href="#returns_34" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Positive return values does not mean a fatal error, but rather a warning:<br>
+ - 0: success<br>
+ - 1: could not find a KV slot for the batch (try reducing the size of the batch or increase the context)<br>
+ - &lt; 0: error<br></p>
+<h3 id="llama_kv_cache_view_initsafellamacontexthandle-int32"><strong>llama_kv_cache_view_init(SafeLLamaContextHandle, Int32)</strong><a class="headerlink" href="#llama_kv_cache_view_initsafellamacontexthandle-int32" title="Permanent link"></a></h3>
+<p>Create an empty KV cache view. (use only for debugging purposes)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaKvCacheView</span><span class="w"> </span><span class="nf">llama_kv_cache_view_init</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_max_seq</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_61">Parameters<a class="headerlink" href="#parameters_61" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>n_max_seq</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_35">Returns<a class="headerlink" href="#returns_35" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamakvcacheview/">LLamaKvCacheView</a><br></p>
+<h3 id="llama_kv_cache_view_freellamakvcacheview"><strong>llama_kv_cache_view_free(LLamaKvCacheView&amp;)</strong><a class="headerlink" href="#llama_kv_cache_view_freellamakvcacheview" title="Permanent link"></a></h3>
+<p>Free a KV cache view. (use only for debugging purposes)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_view_free</span><span class="p">(</span><span class="n">LLamaKvCacheView</span><span class="o">&amp;</span><span class="w"> </span><span class="n">view</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_62">Parameters<a class="headerlink" href="#parameters_62" title="Permanent link"></a></h4>
+<p><code>view</code> <a href="./llama.native.llamakvcacheview&amp;.md">LLamaKvCacheView&amp;</a><br></p>
+<h3 id="llama_kv_cache_view_updatesafellamacontexthandle-llamakvcacheview"><strong>llama_kv_cache_view_update(SafeLLamaContextHandle, LLamaKvCacheView&amp;)</strong><a class="headerlink" href="#llama_kv_cache_view_updatesafellamacontexthandle-llamakvcacheview" title="Permanent link"></a></h3>
+<p>Update the KV cache view structure with the current state of the KV cache. (use only for debugging purposes)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_kv_cache_view_update</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaKvCacheView</span><span class="o">&amp;</span><span class="w"> </span><span class="n">view</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_63">Parameters<a class="headerlink" href="#parameters_63" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>view</code> <a href="./llama.native.llamakvcacheview&amp;.md">LLamaKvCacheView&amp;</a><br></p>
+<h3 id="llama_get_kv_cache_token_countsafellamacontexthandle"><strong>llama_get_kv_cache_token_count(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_get_kv_cache_token_countsafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Returns the number of tokens in the KV cache (slow, use only for debug)
+ If a KV cell has multiple sequences assigned to it, it will be counted multiple times</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_get_kv_cache_token_count</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_64">Parameters<a class="headerlink" href="#parameters_64" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_36">Returns<a class="headerlink" href="#returns_36" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_get_kv_cache_used_cellssafellamacontexthandle"><strong>llama_get_kv_cache_used_cells(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_get_kv_cache_used_cellssafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Returns the number of used KV cells (i.e. have at least one sequence assigned to them)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_get_kv_cache_used_cells</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_65">Parameters<a class="headerlink" href="#parameters_65" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_37">Returns<a class="headerlink" href="#returns_37" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_beam_searchsafellamacontexthandle-llamabeamsearchcallback-intptr-uint64-int32-int32-int32"><strong>llama_beam_search(SafeLLamaContextHandle, LLamaBeamSearchCallback, IntPtr, UInt64, Int32, Int32, Int32)</strong><a class="headerlink" href="#llama_beam_searchsafellamacontexthandle-llamabeamsearchcallback-intptr-uint64-int32-int32-int32" title="Permanent link"></a></h3>
+<p>Deterministically returns entire sentence constructed by a beam search.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_beam_search</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaBeamSearchCallback</span><span class="w"> </span><span class="n">callback</span><span class="p">,</span><span class="w"> </span><span class="n">IntPtr</span><span class="w"> </span><span class="n">callback_data</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">n_beams</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_past</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_predict</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_66">Parameters<a class="headerlink" href="#parameters_66" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+Pointer to the llama_context.</p>
+<p><code>callback</code> <a href="./llama.native.nativeapi.llamabeamsearchcallback.md">LLamaBeamSearchCallback</a><br>
+Invoked for each iteration of the beam_search loop, passing in beams_state.</p>
+<p><code>callback_data</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br>
+A pointer that is simply passed back to callback.</p>
+<p><code>n_beams</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+Number of beams to use.</p>
+<p><code>n_past</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Number of tokens already evaluated.</p>
+<p><code>n_predict</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Maximum number of tokens to predict. EOS may occur earlier.</p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Number of threads.</p>
+<h3 id="llama_empty_call"><strong>llama_empty_call()</strong><a class="headerlink" href="#llama_empty_call" title="Permanent link"></a></h3>
+<p>A method that does nothing. This is a native method, calling it will force the llama native dependencies to be loaded.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_empty_call</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="llama_max_devices"><strong>llama_max_devices()</strong><a class="headerlink" href="#llama_max_devices" title="Permanent link"></a></h3>
+<p>Get the maximum number of devices supported by llama.cpp</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">long</span><span class="w"> </span><span class="nf">llama_max_devices</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_38">Returns<a class="headerlink" href="#returns_38" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int64">Int64</a><br></p>
+<h3 id="llama_model_default_params"><strong>llama_model_default_params()</strong><a class="headerlink" href="#llama_model_default_params" title="Permanent link"></a></h3>
+<p>Create a LLamaModelParams with default values</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaModelParams</span><span class="w"> </span><span class="nf">llama_model_default_params</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_39">Returns<a class="headerlink" href="#returns_39" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamamodelparams/">LLamaModelParams</a><br></p>
+<h3 id="llama_context_default_params"><strong>llama_context_default_params()</strong><a class="headerlink" href="#llama_context_default_params" title="Permanent link"></a></h3>
+<p>Create a LLamaContextParams with default values</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaContextParams</span><span class="w"> </span><span class="nf">llama_context_default_params</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_40">Returns<a class="headerlink" href="#returns_40" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamacontextparams/">LLamaContextParams</a><br></p>
+<h3 id="llama_model_quantize_default_params"><strong>llama_model_quantize_default_params()</strong><a class="headerlink" href="#llama_model_quantize_default_params" title="Permanent link"></a></h3>
+<p>Create a LLamaModelQuantizeParams with default values</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaModelQuantizeParams</span><span class="w"> </span><span class="nf">llama_model_quantize_default_params</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_41">Returns<a class="headerlink" href="#returns_41" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamamodelquantizeparams/">LLamaModelQuantizeParams</a><br></p>
+<h3 id="llama_supports_mmap"><strong>llama_supports_mmap()</strong><a class="headerlink" href="#llama_supports_mmap" title="Permanent link"></a></h3>
+<p>Check if memory mapping is supported</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">llama_supports_mmap</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_42">Returns<a class="headerlink" href="#returns_42" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="llama_supports_mlock"><strong>llama_supports_mlock()</strong><a class="headerlink" href="#llama_supports_mlock" title="Permanent link"></a></h3>
+<p>Check if memory locking is supported</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">llama_supports_mlock</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_43">Returns<a class="headerlink" href="#returns_43" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="llama_supports_gpu_offload"><strong>llama_supports_gpu_offload()</strong><a class="headerlink" href="#llama_supports_gpu_offload" title="Permanent link"></a></h3>
+<p>Check if GPU offload is supported</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">llama_supports_gpu_offload</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_44">Returns<a class="headerlink" href="#returns_44" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="llama_set_rng_seedsafellamacontexthandle-uint32"><strong>llama_set_rng_seed(SafeLLamaContextHandle, UInt32)</strong><a class="headerlink" href="#llama_set_rng_seedsafellamacontexthandle-uint32" title="Permanent link"></a></h3>
+<p>Sets the current rng seed.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">llama_set_rng_seed</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">seed</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_67">Parameters<a class="headerlink" href="#parameters_67" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="llama_get_state_sizesafellamacontexthandle"><strong>llama_get_state_size(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_get_state_sizesafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Returns the maximum size in bytes of the state (rng, logits, embedding
+ and kv_cache) - will often be smaller after compacting tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">llama_get_state_size</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_68">Parameters<a class="headerlink" href="#parameters_68" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_45">Returns<a class="headerlink" href="#returns_45" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="llama_copy_state_datasafellamacontexthandle-byte"><strong>llama_copy_state_data(SafeLLamaContextHandle, Byte*)</strong><a class="headerlink" href="#llama_copy_state_datasafellamacontexthandle-byte" title="Permanent link"></a></h3>
+<p>Copies the state to the specified destination address.
+ Destination needs to have allocated enough memory.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">llama_copy_state_data</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">dest</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_69">Parameters<a class="headerlink" href="#parameters_69" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<h4 id="returns_46">Returns<a class="headerlink" href="#returns_46" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+the number of bytes copied</p>
+<h3 id="llama_set_state_datasafellamacontexthandle-byte"><strong>llama_set_state_data(SafeLLamaContextHandle, Byte*)</strong><a class="headerlink" href="#llama_set_state_datasafellamacontexthandle-byte" title="Permanent link"></a></h3>
+<p>Set the state reading from the specified address</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">llama_set_state_data</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">src</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_70">Parameters<a class="headerlink" href="#parameters_70" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>src</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<h4 id="returns_47">Returns<a class="headerlink" href="#returns_47" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+the number of bytes read</p>
+<h3 id="llama_load_session_filesafellamacontexthandle-string-llamatoken-uint64-uint64"><strong>llama_load_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64, UInt64&amp;)</strong><a class="headerlink" href="#llama_load_session_filesafellamacontexthandle-string-llamatoken-uint64-uint64" title="Permanent link"></a></h3>
+<p>Load session file</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">llama_load_session_file</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">path_session</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="p">[]</span><span class="w"> </span><span class="n">tokens_out</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">n_token_capacity</span><span class="p">,</span><span class="w"> </span><span class="n">UInt64</span><span class="o">&amp;</span><span class="w"> </span><span class="n">n_token_count_out</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_71">Parameters<a class="headerlink" href="#parameters_71" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>path_session</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>tokens_out</code> <a href="../llama.native.llamatoken/">LLamaToken[]</a><br></p>
+<p><code>n_token_capacity</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<p><code>n_token_count_out</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64&amp;">UInt64&amp;</a><br></p>
+<h4 id="returns_48">Returns<a class="headerlink" href="#returns_48" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="llama_save_session_filesafellamacontexthandle-string-llamatoken-uint64"><strong>llama_save_session_file(SafeLLamaContextHandle, String, LLamaToken[], UInt64)</strong><a class="headerlink" href="#llama_save_session_filesafellamacontexthandle-string-llamatoken-uint64" title="Permanent link"></a></h3>
+<p>Save session file</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">llama_save_session_file</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">path_session</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="p">[]</span><span class="w"> </span><span class="n">tokens</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">n_token_count</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_72">Parameters<a class="headerlink" href="#parameters_72" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>path_session</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>tokens</code> <a href="../llama.native.llamatoken/">LLamaToken[]</a><br></p>
+<p><code>n_token_count</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h4 id="returns_49">Returns<a class="headerlink" href="#returns_49" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="llama_token_get_textsafellamamodelhandle-llamatoken"><strong>llama_token_get_text(SafeLlamaModelHandle, LLamaToken)</strong><a class="headerlink" href="#llama_token_get_textsafellamamodelhandle-llamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">llama_token_get_text</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_73">Parameters<a class="headerlink" href="#parameters_73" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h4 id="returns_50">Returns<a class="headerlink" href="#returns_50" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<h3 id="llama_token_get_scoresafellamamodelhandle-llamatoken"><strong>llama_token_get_score(SafeLlamaModelHandle, LLamaToken)</strong><a class="headerlink" href="#llama_token_get_scoresafellamamodelhandle-llamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="nf">llama_token_get_score</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_74">Parameters<a class="headerlink" href="#parameters_74" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h4 id="returns_51">Returns<a class="headerlink" href="#returns_51" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="llama_token_get_typesafellamamodelhandle-llamatoken"><strong>llama_token_get_type(SafeLlamaModelHandle, LLamaToken)</strong><a class="headerlink" href="#llama_token_get_typesafellamamodelhandle-llamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaTokenType</span><span class="w"> </span><span class="nf">llama_token_get_type</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_75">Parameters<a class="headerlink" href="#parameters_75" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h4 id="returns_52">Returns<a class="headerlink" href="#returns_52" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatokentype/">LLamaTokenType</a><br></p>
+<h3 id="llama_n_ctxsafellamacontexthandle"><strong>llama_n_ctx(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_n_ctxsafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Get the size of the context window for the model for this context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="nf">llama_n_ctx</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_76">Parameters<a class="headerlink" href="#parameters_76" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_53">Returns<a class="headerlink" href="#returns_53" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="llama_n_batchsafellamacontexthandle"><strong>llama_n_batch(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_n_batchsafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Get the batch size for this context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="nf">llama_n_batch</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_77">Parameters<a class="headerlink" href="#parameters_77" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_54">Returns<a class="headerlink" href="#returns_54" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="llama_get_logitssafellamacontexthandle"><strong>llama_get_logits(SafeLLamaContextHandle)</strong><a class="headerlink" href="#llama_get_logitssafellamacontexthandle" title="Permanent link"></a></h3>
+<p>Token logits obtained from the last call to llama_decode
+ The logits for the last token are stored in the last row
+ Can be mutated in order to change the probabilities of the next token.<br>
+ Rows: n_tokens<br>
+ Cols: n_vocab</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">llama_get_logits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_78">Parameters<a class="headerlink" href="#parameters_78" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h4 id="returns_55">Returns<a class="headerlink" href="#returns_55" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br></p>
+<h3 id="llama_get_logits_ithsafellamacontexthandle-int32"><strong>llama_get_logits_ith(SafeLLamaContextHandle, Int32)</strong><a class="headerlink" href="#llama_get_logits_ithsafellamacontexthandle-int32" title="Permanent link"></a></h3>
+<p>Logits for the ith token. Equivalent to: llama_get_logits(ctx) + i*n_vocab</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">llama_get_logits_ith</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_79">Parameters<a class="headerlink" href="#parameters_79" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>i</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_56">Returns<a class="headerlink" href="#returns_56" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br></p>
+<h3 id="llama_get_embeddings_ithsafellamacontexthandle-int32"><strong>llama_get_embeddings_ith(SafeLLamaContextHandle, Int32)</strong><a class="headerlink" href="#llama_get_embeddings_ithsafellamacontexthandle-int32" title="Permanent link"></a></h3>
+<p>Get the embeddings for the ith sequence. Equivalent to: llama_get_embeddings(ctx) + i*n_embd</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Single</span><span class="o">*</span><span class="w"> </span><span class="n">llama_get_embeddings_ith</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_80">Parameters<a class="headerlink" href="#parameters_80" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>i</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_57">Returns<a class="headerlink" href="#returns_57" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single*">Single*</a><br></p>
+
+
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new file mode 100644
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+        semantic-kernel integration
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+        kernel-memory integration
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+        BotSharp integration
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+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
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+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
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+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+            
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
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+            
+          
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+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
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+          
+            
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
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+          
+            
+              
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+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.nativelibraryconfig
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.nativelibraryconfig
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#instance" class="md-nav__link">
+    Instance
+  </a>
+  
+    <nav class="md-nav" aria-label="Instance">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#libraryhasloaded" class="md-nav__link">
+    LibraryHasLoaded
+  </a>
+  
+    <nav class="md-nav" aria-label="LibraryHasLoaded">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#withlibrarystring-string" class="md-nav__link">
+    WithLibrary(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithLibrary(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withcudaboolean" class="md-nav__link">
+    WithCuda(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithCuda(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withavxavxlevel" class="md-nav__link">
+    WithAvx(AvxLevel)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithAvx(AvxLevel)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withautofallbackboolean" class="md-nav__link">
+    WithAutoFallback(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithAutoFallback(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#skipcheckboolean" class="md-nav__link">
+    SkipCheck(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="SkipCheck(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_4" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withlogsboolean" class="md-nav__link">
+    WithLogs(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithLogs(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_5" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withlogsllamaloglevel" class="md-nav__link">
+    WithLogs(LLamaLogLevel)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithLogs(LLamaLogLevel)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_6" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withsearchdirectoriesienumerablestring" class="md-nav__link">
+    WithSearchDirectories(IEnumerable&lt;String&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithSearchDirectories(IEnumerable<String>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withsearchdirectorystring" class="md-nav__link">
+    WithSearchDirectory(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithSearchDirectory(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#checkandgatherdescriptionlibraryname" class="md-nav__link">
+    CheckAndGatherDescription(LibraryName)
+  </a>
+  
+    <nav class="md-nav" aria-label="CheckAndGatherDescription(LibraryName)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#avxleveltostringavxlevel" class="md-nav__link">
+    AvxLevelToString(AvxLevel)
+  </a>
+  
+    <nav class="md-nav" aria-label="AvxLevelToString(AvxLevel)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#instance" class="md-nav__link">
+    Instance
+  </a>
+  
+    <nav class="md-nav" aria-label="Instance">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#libraryhasloaded" class="md-nav__link">
+    LibraryHasLoaded
+  </a>
+  
+    <nav class="md-nav" aria-label="LibraryHasLoaded">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#withlibrarystring-string" class="md-nav__link">
+    WithLibrary(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithLibrary(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withcudaboolean" class="md-nav__link">
+    WithCuda(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithCuda(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withavxavxlevel" class="md-nav__link">
+    WithAvx(AvxLevel)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithAvx(AvxLevel)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withautofallbackboolean" class="md-nav__link">
+    WithAutoFallback(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithAutoFallback(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#skipcheckboolean" class="md-nav__link">
+    SkipCheck(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="SkipCheck(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_4" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withlogsboolean" class="md-nav__link">
+    WithLogs(Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithLogs(Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_5" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withlogsllamaloglevel" class="md-nav__link">
+    WithLogs(LLamaLogLevel)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithLogs(LLamaLogLevel)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_6" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withsearchdirectoriesienumerablestring" class="md-nav__link">
+    WithSearchDirectories(IEnumerable&lt;String&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithSearchDirectories(IEnumerable<String>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#withsearchdirectorystring" class="md-nav__link">
+    WithSearchDirectory(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="WithSearchDirectory(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#checkandgatherdescriptionlibraryname" class="md-nav__link">
+    CheckAndGatherDescription(LibraryName)
+  </a>
+  
+    <nav class="md-nav" aria-label="CheckAndGatherDescription(LibraryName)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#avxleveltostringavxlevel" class="md-nav__link">
+    AvxLevelToString(AvxLevel)
+  </a>
+  
+    <nav class="md-nav" aria-label="AvxLevelToString(AvxLevel)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="nativelibraryconfig">NativeLibraryConfig<a class="headerlink" href="#nativelibraryconfig" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Allows configuration of the native llama.cpp libraries to load and use.
+ All configuration must be done before using <strong>any</strong> other LLamaSharp methods!</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">NativeLibraryConfig</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">NativeLibraryConfig</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="instance"><strong>Instance</strong><a class="headerlink" href="#instance" title="Permanent link"></a></h3>
+<p>Get the config instance</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="n">Instance</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h3 id="libraryhasloaded"><strong>LibraryHasLoaded</strong><a class="headerlink" href="#libraryhasloaded" title="Permanent link"></a></h3>
+<p>Check if the native library has already been loaded. Configuration cannot be modified if this is true.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">LibraryHasLoaded</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">internal</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="withlibrarystring-string"><strong>WithLibrary(String, String)</strong><a class="headerlink" href="#withlibrarystring-string" title="Permanent link"></a></h3>
+<p>Load a specified native library as backend for LLamaSharp.
+ When this method is called, all the other configurations will be ignored.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithLibrary</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">llamaPath</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">llavaPath</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>llamaPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The full path to the llama library to load.</p>
+<p><code>llavaPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The full path to the llava library to load.</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br>
+Thrown if <code>LibraryHasLoaded</code> is true.</p>
+<h3 id="withcudaboolean"><strong>WithCuda(Boolean)</strong><a class="headerlink" href="#withcudaboolean" title="Permanent link"></a></h3>
+<p>Configure whether to use cuda backend if possible.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithCuda</span><span class="p">(</span><span class="kt">bool</span><span class="w"> </span><span class="n">enable</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>enable</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br>
+Thrown if <code>LibraryHasLoaded</code> is true.</p>
+<h3 id="withavxavxlevel"><strong>WithAvx(AvxLevel)</strong><a class="headerlink" href="#withavxavxlevel" title="Permanent link"></a></h3>
+<p>Configure the prefferred avx support level of the backend.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithAvx</span><span class="p">(</span><span class="n">AvxLevel</span><span class="w"> </span><span class="n">level</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>level</code> <a href="./llama.native.nativelibraryconfig.avxlevel.md">AvxLevel</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h4 id="exceptions_2">Exceptions<a class="headerlink" href="#exceptions_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br>
+Thrown if <code>LibraryHasLoaded</code> is true.</p>
+<h3 id="withautofallbackboolean"><strong>WithAutoFallback(Boolean)</strong><a class="headerlink" href="#withautofallbackboolean" title="Permanent link"></a></h3>
+<p>Configure whether to allow fallback when there's no match for preferred settings.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithAutoFallback</span><span class="p">(</span><span class="kt">bool</span><span class="w"> </span><span class="n">enable</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>enable</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h4 id="exceptions_3">Exceptions<a class="headerlink" href="#exceptions_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br>
+Thrown if <code>LibraryHasLoaded</code> is true.</p>
+<h3 id="skipcheckboolean"><strong>SkipCheck(Boolean)</strong><a class="headerlink" href="#skipcheckboolean" title="Permanent link"></a></h3>
+<p>Whether to skip the check when you don't allow fallback. This option 
+ may be useful under some complex conditions. For example, you're sure 
+ you have your cublas configured but LLamaSharp take it as invalid by mistake.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">SkipCheck</span><span class="p">(</span><span class="kt">bool</span><span class="w"> </span><span class="n">enable</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>enable</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h4 id="exceptions_4">Exceptions<a class="headerlink" href="#exceptions_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br>
+Thrown if <code>LibraryHasLoaded</code> is true.</p>
+<h3 id="withlogsboolean"><strong>WithLogs(Boolean)</strong><a class="headerlink" href="#withlogsboolean" title="Permanent link"></a></h3>
+<p>Whether to output the logs to console when loading the native library with your configuration.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithLogs</span><span class="p">(</span><span class="kt">bool</span><span class="w"> </span><span class="n">enable</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>enable</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h4 id="exceptions_5">Exceptions<a class="headerlink" href="#exceptions_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br>
+Thrown if <code>LibraryHasLoaded</code> is true.</p>
+<h3 id="withlogsllamaloglevel"><strong>WithLogs(LLamaLogLevel)</strong><a class="headerlink" href="#withlogsllamaloglevel" title="Permanent link"></a></h3>
+<p>Enable console logging with the specified log logLevel.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithLogs</span><span class="p">(</span><span class="n">LLamaLogLevel</span><span class="w"> </span><span class="n">logLevel</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>logLevel</code> <a href="../llama.native.llamaloglevel/">LLamaLogLevel</a><br></p>
+<h4 id="returns_6">Returns<a class="headerlink" href="#returns_6" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h4 id="exceptions_6">Exceptions<a class="headerlink" href="#exceptions_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br>
+Thrown if <code>LibraryHasLoaded</code> is true.</p>
+<h3 id="withsearchdirectoriesienumerablestring"><strong>WithSearchDirectories(IEnumerable&lt;String&gt;)</strong><a class="headerlink" href="#withsearchdirectoriesienumerablestring" title="Permanent link"></a></h3>
+<p>Add self-defined search directories. Note that the file stucture of the added 
+ directories must be the same as the default directory. Besides, the directory 
+ won't be used recursively.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithSearchDirectories</span><span class="p">(</span><span class="n">IEnumerable</span><span class="o">&lt;</span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">directories</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>directories</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ienumerable-1">IEnumerable&lt;String&gt;</a><br></p>
+<h4 id="returns_7">Returns<a class="headerlink" href="#returns_7" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h3 id="withsearchdirectorystring"><strong>WithSearchDirectory(String)</strong><a class="headerlink" href="#withsearchdirectorystring" title="Permanent link"></a></h3>
+<p>Add self-defined search directories. Note that the file stucture of the added 
+ directories must be the same as the default directory. Besides, the directory 
+ won't be used recursively.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">NativeLibraryConfig</span><span class="w"> </span><span class="nf">WithSearchDirectory</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">directory</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>directory</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns_8">Returns<a class="headerlink" href="#returns_8" title="Permanent link"></a></h4>
+<p><a href="./">NativeLibraryConfig</a><br></p>
+<h3 id="checkandgatherdescriptionlibraryname"><strong>CheckAndGatherDescription(LibraryName)</strong><a class="headerlink" href="#checkandgatherdescriptionlibraryname" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Description</span><span class="w"> </span><span class="nf">CheckAndGatherDescription</span><span class="p">(</span><span class="n">LibraryName</span><span class="w"> </span><span class="n">library</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>library</code> <a href="./llama.native.libraryname.md">LibraryName</a><br></p>
+<h4 id="returns_9">Returns<a class="headerlink" href="#returns_9" title="Permanent link"></a></h4>
+<p><a href="./llama.native.nativelibraryconfig.description.md">Description</a><br></p>
+<h3 id="avxleveltostringavxlevel"><strong>AvxLevelToString(AvxLevel)</strong><a class="headerlink" href="#avxleveltostringavxlevel" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">AvxLevelToString</span><span class="p">(</span><span class="n">AvxLevel</span><span class="w"> </span><span class="n">level</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_10">Parameters<a class="headerlink" href="#parameters_10" title="Permanent link"></a></h4>
+<p><code>level</code> <a href="./llama.native.nativelibraryconfig.avxlevel.md">AvxLevel</a><br></p>
+<h4 id="returns_10">Returns<a class="headerlink" href="#returns_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
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+            
+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+      </nav>
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
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+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.ropescalingtype
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.ropescalingtype
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
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+  <a href="#fields" class="md-nav__link">
+    Fields
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+</li>
+      
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+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="ropescalingtype">RopeScalingType<a class="headerlink" href="#ropescalingtype" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>RoPE scaling type.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">RopeScalingType</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">RopeScalingType</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
+<p><strong>Remarks:</strong></p>
+<p>C# equivalent of llama_rope_scaling_type</p>
+<h2 id="fields">Fields<a class="headerlink" href="#fields" title="Permanent link"></a></h2>
+<table>
+<thead>
+<tr>
+<th>Name</th>
+<th align="right">Value</th>
+<th>Description</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td>Unspecified</td>
+<td align="right">-1</td>
+<td>No particular scaling type has been specified</td>
+</tr>
+<tr>
+<td>None</td>
+<td align="right">0</td>
+<td>Do not apply any RoPE scaling</td>
+</tr>
+<tr>
+<td>Linear</td>
+<td align="right">1</td>
+<td>Positional linear interpolation, as described by kaikendev: <a href="https://kaiokendev.github.io/til#extending-context-to-8k">https://kaiokendev.github.io/til#extending-context-to-8k</a></td>
+</tr>
+<tr>
+<td>Yarn</td>
+<td align="right">2</td>
+<td>YaRN scaling: <a href="https://arxiv.org/pdf/2309.00071.pdf">https://arxiv.org/pdf/2309.00071.pdf</a></td>
+</tr>
+</tbody>
+</table>
+
+
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+
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diff --git a/0.11.1/xmldocs/llama.native.safellamacontexthandle/index.html b/0.11.1/xmldocs/llama.native.safellamacontexthandle/index.html
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
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+            
+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+
+            
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+      </nav>
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+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
+      
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+  
+    
+  
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+    
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
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+      
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+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+          
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.safellamacontexthandle
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.safellamacontexthandle
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#vocabcount" class="md-nav__link">
+    VocabCount
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingsize" class="md-nav__link">
+    EmbeddingSize
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchsize" class="md-nav__link">
+    BatchSize
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modelhandle" class="md-nav__link">
+    ModelHandle
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelHandle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#safellamacontexthandle_1" class="md-nav__link">
+    SafeLLamaContextHandle()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createsafellamamodelhandle-llamacontextparams" class="md-nav__link">
+    Create(SafeLlamaModelHandle, LLamaContextParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(SafeLlamaModelHandle, LLamaContextParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getlogits" class="md-nav__link">
+    GetLogits()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetLogits()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getlogitsithint32" class="md-nav__link">
+    GetLogitsIth(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetLogitsIth(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenizestring-boolean-boolean-encoding" class="md-nav__link">
+    Tokenize(String, Boolean, Boolean, Encoding)
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokenize(String, Boolean, Boolean, Encoding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokentospanllamatoken-spanbyte" class="md-nav__link">
+    TokenToSpan(LLamaToken, Span&lt;Byte&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenToSpan(LLamaToken, Span<Byte>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#decodellamabatch" class="md-nav__link">
+    Decode(LLamaBatch)
+  </a>
+  
+    <nav class="md-nav" aria-label="Decode(LLamaBatch)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#decodelistllamatoken-llamaseqid-llamabatch-int32" class="md-nav__link">
+    Decode(List&lt;LLamaToken&gt;, LLamaSeqId, LLamaBatch, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Decode(List<LLamaToken>, LLamaSeqId, LLamaBatch, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getstatesize" class="md-nav__link">
+    GetStateSize()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetStateSize()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getstatebyte-uint64" class="md-nav__link">
+    GetState(Byte*, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetState(Byte*, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getstateintptr-uint64" class="md-nav__link">
+    GetState(IntPtr, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetState(IntPtr, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setstatebyte" class="md-nav__link">
+    SetState(Byte*)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetState(Byte*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setstateintptr" class="md-nav__link">
+    SetState(IntPtr)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetState(IntPtr)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setseeduint32" class="md-nav__link">
+    SetSeed(UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetSeed(UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setthreadsuint32-uint32" class="md-nav__link">
+    SetThreads(UInt32, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetThreads(UInt32, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachegetdebugviewint32" class="md-nav__link">
+    KvCacheGetDebugView(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheGetDebugView(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_13" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachecountcells" class="md-nav__link">
+    KvCacheCountCells()
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheCountCells()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_14" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachecounttokens" class="md-nav__link">
+    KvCacheCountTokens()
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheCountTokens()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_15" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcacheclear" class="md-nav__link">
+    KvCacheClear()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcacheremovellamaseqid-llamapos-llamapos" class="md-nav__link">
+    KvCacheRemove(LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheRemove(LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequencecopyllamaseqid-llamaseqid-llamapos-llamapos" class="md-nav__link">
+    KvCacheSequenceCopy(LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceCopy(LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequencekeepllamaseqid" class="md-nav__link">
+    KvCacheSequenceKeep(LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceKeep(LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequenceaddllamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    KvCacheSequenceAdd(LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceAdd(LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequencedividellamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    KvCacheSequenceDivide(LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceDivide(LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_17" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#vocabcount" class="md-nav__link">
+    VocabCount
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingsize" class="md-nav__link">
+    EmbeddingSize
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#batchsize" class="md-nav__link">
+    BatchSize
+  </a>
+  
+    <nav class="md-nav" aria-label="BatchSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#modelhandle" class="md-nav__link">
+    ModelHandle
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelHandle">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#safellamacontexthandle_1" class="md-nav__link">
+    SafeLLamaContextHandle()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createsafellamamodelhandle-llamacontextparams" class="md-nav__link">
+    Create(SafeLlamaModelHandle, LLamaContextParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(SafeLlamaModelHandle, LLamaContextParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getlogits" class="md-nav__link">
+    GetLogits()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetLogits()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getlogitsithint32" class="md-nav__link">
+    GetLogitsIth(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetLogitsIth(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenizestring-boolean-boolean-encoding" class="md-nav__link">
+    Tokenize(String, Boolean, Boolean, Encoding)
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokenize(String, Boolean, Boolean, Encoding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokentospanllamatoken-spanbyte" class="md-nav__link">
+    TokenToSpan(LLamaToken, Span&lt;Byte&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenToSpan(LLamaToken, Span<Byte>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#decodellamabatch" class="md-nav__link">
+    Decode(LLamaBatch)
+  </a>
+  
+    <nav class="md-nav" aria-label="Decode(LLamaBatch)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#decodelistllamatoken-llamaseqid-llamabatch-int32" class="md-nav__link">
+    Decode(List&lt;LLamaToken&gt;, LLamaSeqId, LLamaBatch, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Decode(List<LLamaToken>, LLamaSeqId, LLamaBatch, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getstatesize" class="md-nav__link">
+    GetStateSize()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetStateSize()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getstatebyte-uint64" class="md-nav__link">
+    GetState(Byte*, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetState(Byte*, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_2" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#getstateintptr-uint64" class="md-nav__link">
+    GetState(IntPtr, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="GetState(IntPtr, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_3" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setstatebyte" class="md-nav__link">
+    SetState(Byte*)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetState(Byte*)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setstateintptr" class="md-nav__link">
+    SetState(IntPtr)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetState(IntPtr)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setseeduint32" class="md-nav__link">
+    SetSeed(UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetSeed(UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#setthreadsuint32-uint32" class="md-nav__link">
+    SetThreads(UInt32, UInt32)
+  </a>
+  
+    <nav class="md-nav" aria-label="SetThreads(UInt32, UInt32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachegetdebugviewint32" class="md-nav__link">
+    KvCacheGetDebugView(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheGetDebugView(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_12" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_13" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachecountcells" class="md-nav__link">
+    KvCacheCountCells()
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheCountCells()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_14" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachecounttokens" class="md-nav__link">
+    KvCacheCountTokens()
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheCountTokens()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_15" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcacheclear" class="md-nav__link">
+    KvCacheClear()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcacheremovellamaseqid-llamapos-llamapos" class="md-nav__link">
+    KvCacheRemove(LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheRemove(LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_13" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequencecopyllamaseqid-llamaseqid-llamapos-llamapos" class="md-nav__link">
+    KvCacheSequenceCopy(LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceCopy(LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_14" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequencekeepllamaseqid" class="md-nav__link">
+    KvCacheSequenceKeep(LLamaSeqId)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceKeep(LLamaSeqId)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_15" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequenceaddllamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    KvCacheSequenceAdd(LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceAdd(LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_16" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kvcachesequencedividellamaseqid-llamapos-llamapos-int32" class="md-nav__link">
+    KvCacheSequenceDivide(LLamaSeqId, LLamaPos, LLamaPos, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="KvCacheSequenceDivide(LLamaSeqId, LLamaPos, LLamaPos, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_17" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="safellamacontexthandle">SafeLLamaContextHandle<a class="headerlink" href="#safellamacontexthandle" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A safe wrapper around a llama_context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SafeLLamaContextHandle</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">SafeLLamaHandleBase</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.constrainedexecution.criticalfinalizerobject">CriticalFinalizerObject</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.interopservices.safehandle">SafeHandle</a> → <a href="../llama.native.safellamahandlebase/">SafeLLamaHandleBase</a> → <a href="./">SafeLLamaContextHandle</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="vocabcount"><strong>VocabCount</strong><a class="headerlink" href="#vocabcount" title="Permanent link"></a></h3>
+<p>Total number of tokens in vocabulary of this model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">VocabCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="contextsize"><strong>ContextSize</strong><a class="headerlink" href="#contextsize" title="Permanent link"></a></h3>
+<p>Total number of tokens in the context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">ContextSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="embeddingsize"><strong>EmbeddingSize</strong><a class="headerlink" href="#embeddingsize" title="Permanent link"></a></h3>
+<p>Dimension of embedding vectors</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EmbeddingSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="batchsize"><strong>BatchSize</strong><a class="headerlink" href="#batchsize" title="Permanent link"></a></h3>
+<p>Get the maximum batch size for this context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">BatchSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="modelhandle"><strong>ModelHandle</strong><a class="headerlink" href="#modelhandle" title="Permanent link"></a></h3>
+<p>Get the model which this context is using</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">ModelHandle</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h3 id="isinvalid"><strong>IsInvalid</strong><a class="headerlink" href="#isinvalid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsInvalid</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="isclosed"><strong>IsClosed</strong><a class="headerlink" href="#isclosed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsClosed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="safellamacontexthandle_1"><strong>SafeLLamaContextHandle()</strong><a class="headerlink" href="#safellamacontexthandle_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">SafeLLamaContextHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="releasehandle"><strong>ReleaseHandle()</strong><a class="headerlink" href="#releasehandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">ReleaseHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="createsafellamamodelhandle-llamacontextparams"><strong>Create(SafeLlamaModelHandle, LLamaContextParams)</strong><a class="headerlink" href="#createsafellamamodelhandle-llamacontextparams" title="Permanent link"></a></h3>
+<p>Create a new llama_state for the given model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="nf">Create</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaContextParams</span><span class="w"> </span><span class="n">lparams</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<p><code>lparams</code> <a href="../llama.native.llamacontextparams/">LLamaContextParams</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">SafeLLamaContextHandle</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
+<h3 id="getlogits"><strong>GetLogits()</strong><a class="headerlink" href="#getlogits" title="Permanent link"></a></h3>
+<p>Token logits obtained from the last call to llama_decode
+ The logits for the last token are stored in the last row
+ Can be mutated in order to change the probabilities of the next token.<br>
+ Rows: n_tokens<br>
+ Cols: n_vocab</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">GetLogits</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<h3 id="getlogitsithint32"><strong>GetLogitsIth(Int32)</strong><a class="headerlink" href="#getlogitsithint32" title="Permanent link"></a></h3>
+<p>Logits for the ith token. Equivalent to: llama_get_logits(ctx) + i*n_vocab</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">GetLogitsIth</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">i</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>i</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<h3 id="tokenizestring-boolean-boolean-encoding"><strong>Tokenize(String, Boolean, Boolean, Encoding)</strong><a class="headerlink" href="#tokenizestring-boolean-boolean-encoding" title="Permanent link"></a></h3>
+<p>Convert the given text into tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaToken</span><span class="p">[]</span><span class="w"> </span><span class="nf">Tokenize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">add_bos</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">special</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">encoding</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+The text to tokenize</p>
+<p><code>add_bos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Whether the "BOS" token should be added</p>
+<p><code>special</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Allow tokenizing special and/or control tokens which otherwise are not exposed and treated as plaintext.</p>
+<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br>
+Encoding to use for the text</p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken[]</a><br></p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
+<h3 id="tokentospanllamatoken-spanbyte"><strong>TokenToSpan(LLamaToken, Span&lt;Byte&gt;)</strong><a class="headerlink" href="#tokentospanllamatoken-spanbyte" title="Permanent link"></a></h3>
+<p>Convert a single llama token into bytes</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="nf">TokenToSpan</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">byte</span><span class="o">&gt;</span><span class="w"> </span><span class="n">dest</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
+Token to decode</p>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Byte&gt;</a><br>
+A span to attempt to write into. If this is too small nothing will be written</p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br>
+The size of this token. <strong>nothing will be written</strong> if this is larger than <code>dest</code></p>
+<h3 id="decodellamabatch"><strong>Decode(LLamaBatch)</strong><a class="headerlink" href="#decodellamabatch" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">DecodeResult</span><span class="w"> </span><span class="nf">Decode</span><span class="p">(</span><span class="n">LLamaBatch</span><span class="w"> </span><span class="n">batch</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>batch</code> <a href="../llama.native.llamabatch/">LLamaBatch</a><br></p>
+<h4 id="returns_6">Returns<a class="headerlink" href="#returns_6" title="Permanent link"></a></h4>
+<p><a href="../llama.native.decoderesult/">DecodeResult</a><br>
+Positive return values does not mean a fatal error, but rather a warning:<br>
+ - 0: success<br>
+ - 1: could not find a KV slot for the batch (try reducing the size of the batch or increase the context)<br>
+ - &lt; 0: error<br></p>
+<h3 id="decodelistllamatoken-llamaseqid-llamabatch-int32"><strong>Decode(List&lt;LLamaToken&gt;, LLamaSeqId, LLamaBatch, Int32&amp;)</strong><a class="headerlink" href="#decodelistllamatoken-llamaseqid-llamabatch-int32" title="Permanent link"></a></h3>
+<p>Decode a set of tokens in batch-size chunks.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="n">ValueTuple</span><span class="o">&lt;</span><span class="n">DecodeResult</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">Decode</span><span class="p">(</span><span class="n">List</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">id</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaBatch</span><span class="w"> </span><span class="n">batch</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">n_past</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;LLamaToken&gt;</a><br></p>
+<p><code>id</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>batch</code> <a href="../llama.native.llamabatch/">LLamaBatch</a><br></p>
+<p><code>n_past</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<h4 id="returns_7">Returns<a class="headerlink" href="#returns_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetuple-2">ValueTuple&lt;DecodeResult, Int32&gt;</a><br>
+A tuple, containing the decode result and the number of tokens that have not been decoded yet.</p>
+<h3 id="getstatesize"><strong>GetStateSize()</strong><a class="headerlink" href="#getstatesize" title="Permanent link"></a></h3>
+<p>Get the size of the state, when saved as bytes</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">GetStateSize</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_8">Returns<a class="headerlink" href="#returns_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="getstatebyte-uint64"><strong>GetState(Byte*, UInt64)</strong><a class="headerlink" href="#getstatebyte-uint64" title="Permanent link"></a></h3>
+<p>Get the raw state of this context, encoded as bytes. Data is written into the <code>dest</code> pointer.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">GetState</span><span class="p">(</span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">dest</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br>
+Destination to write to</p>
+<p><code>size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+Number of bytes available to write to in dest (check required size with <code>GetStateSize()</code>)</p>
+<h4 id="returns_9">Returns<a class="headerlink" href="#returns_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+The number of bytes written to dest</p>
+<h4 id="exceptions_2">Exceptions<a class="headerlink" href="#exceptions_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentoutofrangeexception">ArgumentOutOfRangeException</a><br>
+Thrown if dest is too small</p>
+<h3 id="getstateintptr-uint64"><strong>GetState(IntPtr, UInt64)</strong><a class="headerlink" href="#getstateintptr-uint64" title="Permanent link"></a></h3>
+<p>Get the raw state of this context, encoded as bytes. Data is written into the <code>dest</code> pointer.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">GetState</span><span class="p">(</span><span class="n">IntPtr</span><span class="w"> </span><span class="n">dest</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br>
+Destination to write to</p>
+<p><code>size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+Number of bytes available to write to in dest (check required size with <code>GetStateSize()</code>)</p>
+<h4 id="returns_10">Returns<a class="headerlink" href="#returns_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+The number of bytes written to dest</p>
+<h4 id="exceptions_3">Exceptions<a class="headerlink" href="#exceptions_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentoutofrangeexception">ArgumentOutOfRangeException</a><br>
+Thrown if dest is too small</p>
+<h3 id="setstatebyte"><strong>SetState(Byte*)</strong><a class="headerlink" href="#setstatebyte" title="Permanent link"></a></h3>
+<p>Set the raw state of this context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">SetState</span><span class="p">(</span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">src</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>src</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br>
+The pointer to read the state from</p>
+<h4 id="returns_11">Returns<a class="headerlink" href="#returns_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+Number of bytes read from the src pointer</p>
+<h3 id="setstateintptr"><strong>SetState(IntPtr)</strong><a class="headerlink" href="#setstateintptr" title="Permanent link"></a></h3>
+<p>Set the raw state of this context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="nf">SetState</span><span class="p">(</span><span class="n">IntPtr</span><span class="w"> </span><span class="n">src</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>src</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.intptr">IntPtr</a><br>
+The pointer to read the state from</p>
+<h4 id="returns_12">Returns<a class="headerlink" href="#returns_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+Number of bytes read from the src pointer</p>
+<h3 id="setseeduint32"><strong>SetSeed(UInt32)</strong><a class="headerlink" href="#setseeduint32" title="Permanent link"></a></h3>
+<p>Set the RNG seed</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">SetSeed</span><span class="p">(</span><span class="kt">uint</span><span class="w"> </span><span class="n">seed</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_10">Parameters<a class="headerlink" href="#parameters_10" title="Permanent link"></a></h4>
+<p><code>seed</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br></p>
+<h3 id="setthreadsuint32-uint32"><strong>SetThreads(UInt32, UInt32)</strong><a class="headerlink" href="#setthreadsuint32-uint32" title="Permanent link"></a></h3>
+<p>Set the number of threads used for decoding</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">SetThreads</span><span class="p">(</span><span class="kt">uint</span><span class="w"> </span><span class="n">threads</span><span class="p">,</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="n">threadsBatch</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_11">Parameters<a class="headerlink" href="#parameters_11" title="Permanent link"></a></h4>
+<p><code>threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br>
+n_threads is the number of threads used for generation (single token)</p>
+<p><code>threadsBatch</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br>
+n_threads_batch is the number of threads used for prompt and batch processing (multiple tokens)</p>
+<h3 id="kvcachegetdebugviewint32"><strong>KvCacheGetDebugView(Int32)</strong><a class="headerlink" href="#kvcachegetdebugviewint32" title="Permanent link"></a></h3>
+<p>Get a new KV cache view that can be used to debug the KV cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaKvCacheViewSafeHandle</span><span class="w"> </span><span class="nf">KvCacheGetDebugView</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">maxSequences</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_12">Parameters<a class="headerlink" href="#parameters_12" title="Permanent link"></a></h4>
+<p><code>maxSequences</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_13">Returns<a class="headerlink" href="#returns_13" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamakvcacheviewsafehandle/">LLamaKvCacheViewSafeHandle</a><br></p>
+<h3 id="kvcachecountcells"><strong>KvCacheCountCells()</strong><a class="headerlink" href="#kvcachecountcells" title="Permanent link"></a></h3>
+<p>Count the number of used cells in the KV cache (i.e. have at least one sequence assigned to them)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">KvCacheCountCells</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_14">Returns<a class="headerlink" href="#returns_14" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="kvcachecounttokens"><strong>KvCacheCountTokens()</strong><a class="headerlink" href="#kvcachecounttokens" title="Permanent link"></a></h3>
+<p>Returns the number of tokens in the KV cache (slow, use only for debug)
+ If a KV cell has multiple sequences assigned to it, it will be counted multiple times</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">KvCacheCountTokens</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_15">Returns<a class="headerlink" href="#returns_15" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="kvcacheclear"><strong>KvCacheClear()</strong><a class="headerlink" href="#kvcacheclear" title="Permanent link"></a></h3>
+<p>Clear the KV cache</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">KvCacheClear</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="kvcacheremovellamaseqid-llamapos-llamapos"><strong>KvCacheRemove(LLamaSeqId, LLamaPos, LLamaPos)</strong><a class="headerlink" href="#kvcacheremovellamaseqid-llamapos-llamapos" title="Permanent link"></a></h3>
+<p>Removes all tokens that belong to the specified sequence and have positions in [p0, p1)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">KvCacheRemove</span><span class="p">(</span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_13">Parameters<a class="headerlink" href="#parameters_13" title="Permanent link"></a></h4>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<h3 id="kvcachesequencecopyllamaseqid-llamaseqid-llamapos-llamapos"><strong>KvCacheSequenceCopy(LLamaSeqId, LLamaSeqId, LLamaPos, LLamaPos)</strong><a class="headerlink" href="#kvcachesequencecopyllamaseqid-llamaseqid-llamapos-llamapos" title="Permanent link"></a></h3>
+<p>Copy all tokens that belong to the specified sequence to another sequence. Note that
+ this does not allocate extra KV cache memory - it simply assigns the tokens to the
+ new sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">KvCacheSequenceCopy</span><span class="p">(</span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">src</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">dest</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_14">Parameters<a class="headerlink" href="#parameters_14" title="Permanent link"></a></h4>
+<p><code>src</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>dest</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<h3 id="kvcachesequencekeepllamaseqid"><strong>KvCacheSequenceKeep(LLamaSeqId)</strong><a class="headerlink" href="#kvcachesequencekeepllamaseqid" title="Permanent link"></a></h3>
+<p>Removes all tokens that do not belong to the specified sequence</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">KvCacheSequenceKeep</span><span class="p">(</span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_15">Parameters<a class="headerlink" href="#parameters_15" title="Permanent link"></a></h4>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<h3 id="kvcachesequenceaddllamaseqid-llamapos-llamapos-int32"><strong>KvCacheSequenceAdd(LLamaSeqId, LLamaPos, LLamaPos, Int32)</strong><a class="headerlink" href="#kvcachesequenceaddllamaseqid-llamapos-llamapos-int32" title="Permanent link"></a></h3>
+<p>Adds relative position "delta" to all tokens that belong to the specified sequence
+ and have positions in [p0, p1. If the KV cache is RoPEd, the KV data is updated
+ accordingly</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">KvCacheSequenceAdd</span><span class="p">(</span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">delta</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_16">Parameters<a class="headerlink" href="#parameters_16" title="Permanent link"></a></h4>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>delta</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="kvcachesequencedividellamaseqid-llamapos-llamapos-int32"><strong>KvCacheSequenceDivide(LLamaSeqId, LLamaPos, LLamaPos, Int32)</strong><a class="headerlink" href="#kvcachesequencedividellamaseqid-llamapos-llamapos-int32" title="Permanent link"></a></h3>
+<p>Integer division of the positions by factor of <code>d &amp;gt; 1</code>.
+ If the KV cache is RoPEd, the KV data is updated accordingly.<br>
+ p0 &lt; 0 : [0, p1]<br>
+ p1 &lt; 0 : [p0, inf)</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">KvCacheSequenceDivide</span><span class="p">(</span><span class="n">LLamaSeqId</span><span class="w"> </span><span class="n">seq</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p0</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaPos</span><span class="w"> </span><span class="n">p1</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">divisor</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_17">Parameters<a class="headerlink" href="#parameters_17" title="Permanent link"></a></h4>
+<p><code>seq</code> <a href="../llama.native.llamaseqid/">LLamaSeqId</a><br></p>
+<p><code>p0</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>p1</code> <a href="../llama.native.llamapos/">LLamaPos</a><br></p>
+<p><code>divisor</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.native.safellamagrammarhandle/index.html b/0.11.1/xmldocs/llama.native.safellamagrammarhandle/index.html
new file mode 100644
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@@ -0,0 +1,3262 @@
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+  
+    <li class="md-nav__item">
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+  
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+          
+            
+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
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+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.safellamagrammarhandle
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.safellamagrammarhandle
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createireadonlylistgrammarrule-uint64" class="md-nav__link">
+    Create(IReadOnlyList&lt;GrammarRule&gt;, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(IReadOnlyList<GrammarRule>, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createllamagrammarelement-uint64-uint64" class="md-nav__link">
+    Create(LLamaGrammarElement, UInt64, UInt64)**
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(LLamaGrammarElement, UInt64, UInt64)**">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#accepttokensafellamacontexthandle-llamatoken" class="md-nav__link">
+    AcceptToken(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="AcceptToken(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
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+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
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+        llama.types.embedding
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
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+  
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
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+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
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+  
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+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
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+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
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+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
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+        
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createireadonlylistgrammarrule-uint64" class="md-nav__link">
+    Create(IReadOnlyList&lt;GrammarRule&gt;, UInt64)
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(IReadOnlyList<GrammarRule>, UInt64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createllamagrammarelement-uint64-uint64" class="md-nav__link">
+    Create(LLamaGrammarElement, UInt64, UInt64)**
+  </a>
+  
+    <nav class="md-nav" aria-label="Create(LLamaGrammarElement, UInt64, UInt64)**">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#accepttokensafellamacontexthandle-llamatoken" class="md-nav__link">
+    AcceptToken(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="AcceptToken(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
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+  
+</li>
+        
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+                
+                  
+
+
+<h1 id="safellamagrammarhandle">SafeLLamaGrammarHandle<a class="headerlink" href="#safellamagrammarhandle" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A safe reference to a <code>llama_grammar</code></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">SafeLLamaHandleBase</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.constrainedexecution.criticalfinalizerobject">CriticalFinalizerObject</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.interopservices.safehandle">SafeHandle</a> → <a href="../llama.native.safellamahandlebase/">SafeLLamaHandleBase</a> → <a href="./">SafeLLamaGrammarHandle</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="isinvalid"><strong>IsInvalid</strong><a class="headerlink" href="#isinvalid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsInvalid</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="isclosed"><strong>IsClosed</strong><a class="headerlink" href="#isclosed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsClosed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="releasehandle"><strong>ReleaseHandle()</strong><a class="headerlink" href="#releasehandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">ReleaseHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="createireadonlylistgrammarrule-uint64"><strong>Create(IReadOnlyList&lt;GrammarRule&gt;, UInt64)</strong><a class="headerlink" href="#createireadonlylistgrammarrule-uint64" title="Permanent link"></a></h3>
+<p>Create a new llama_grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="nf">Create</span><span class="p">(</span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="n">GrammarRule</span><span class="o">&gt;</span><span class="w"> </span><span class="n">rules</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">start_rule_index</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>rules</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;GrammarRule&gt;</a><br>
+A list of list of elements, each inner list makes up one grammar rule</p>
+<p><code>start_rule_index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+The index (in the outer list) of the start rule</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">SafeLLamaGrammarHandle</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
+<h3 id="createllamagrammarelement-uint64-uint64"><strong>Create(LLamaGrammarElement</strong>, UInt64, UInt64)**<a class="headerlink" href="#createllamagrammarelement-uint64-uint64" title="Permanent link"></a></h3>
+<p>Create a new llama_grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="nf">Create</span><span class="p">(</span><span class="n">LLamaGrammarElement</span><span class="o">**</span><span class="w"> </span><span class="n">rules</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">nrules</span><span class="p">,</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">start_rule_index</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>rules</code> <a href="./llama.native.llamagrammarelement**.md">LLamaGrammarElement**</a><br>
+rules list, each rule is a list of rule elements (terminated by a LLamaGrammarElementType.END element)</p>
+<p><code>nrules</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+total number of rules</p>
+<p><code>start_rule_index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br>
+index of the start rule of the grammar</p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="./">SafeLLamaGrammarHandle</a><br></p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<p>Create a copy of this grammar instance</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="./">SafeLLamaGrammarHandle</a><br></p>
+<h3 id="accepttokensafellamacontexthandle-llamatoken"><strong>AcceptToken(SafeLLamaContextHandle, LLamaToken)</strong><a class="headerlink" href="#accepttokensafellamacontexthandle-llamatoken" title="Permanent link"></a></h3>
+<p>Accepts the sampled token into the grammar</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">AcceptToken</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
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diff --git a/0.11.1/xmldocs/llama.native.safellamahandlebase/index.html b/0.11.1/xmldocs/llama.native.safellamahandlebase/index.html
new file mode 100644
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+    
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+    <li class="md-nav__item">
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+        Batched executor - basic guidance
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
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+              
+  
+  
+  
+    <li class="md-nav__item">
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+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+      </nav>
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+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
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+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
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+            
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+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
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+            
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+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
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+            
+          
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+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
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+            
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+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
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+            
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+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
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+          
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
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+          
+            
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
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+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
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+  
+
+            
+          
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+              
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+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
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+
+            
+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
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+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
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+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
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+          
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+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
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+  
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+          
+            
+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.safellamahandlebase
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.safellamahandlebase
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="safellamahandlebase">SafeLLamaHandleBase<a class="headerlink" href="#safellamahandlebase" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>Base class for all llama handles to native resources</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SafeLLamaHandleBase</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">Runtime</span><span class="p">.</span><span class="n">InteropServices</span><span class="p">.</span><span class="n">SafeHandle</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.constrainedexecution.criticalfinalizerobject">CriticalFinalizerObject</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.interopservices.safehandle">SafeHandle</a> → <a href="./">SafeLLamaHandleBase</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="isinvalid"><strong>IsInvalid</strong><a class="headerlink" href="#isinvalid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsInvalid</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="isclosed"><strong>IsClosed</strong><a class="headerlink" href="#isclosed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsClosed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.native.safellamamodelhandle/index.html b/0.11.1/xmldocs/llama.native.safellamamodelhandle/index.html
new file mode 100644
index 00000000..730f8d5f
--- /dev/null
+++ b/0.11.1/xmldocs/llama.native.safellamamodelhandle/index.html
@@ -0,0 +1,4279 @@
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+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.safellamamodelhandle
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.safellamamodelhandle
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#vocabcount" class="md-nav__link">
+    VocabCount
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequency" class="md-nav__link">
+    RopeFrequency
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequency">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingsize" class="md-nav__link">
+    EmbeddingSize
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sizeinbytes" class="md-nav__link">
+    SizeInBytes
+  </a>
+  
+    <nav class="md-nav" aria-label="SizeInBytes">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parametercount" class="md-nav__link">
+    ParameterCount
+  </a>
+  
+    <nav class="md-nav" aria-label="ParameterCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#description" class="md-nav__link">
+    Description
+  </a>
+  
+    <nav class="md-nav" aria-label="Description">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadatacount" class="md-nav__link">
+    MetadataCount
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#safellamamodelhandle_1" class="md-nav__link">
+    SafeLlamaModelHandle()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadfromfilestring-llamamodelparams" class="md-nav__link">
+    LoadFromFile(String, LLamaModelParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadFromFile(String, LLamaModelParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_apply_lora_from_filesafellamamodelhandle-string-single-string-int32" class="md-nav__link">
+    llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, Single, String, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, Single, String, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_meta_val_strsafellamamodelhandle-byte-byte-int64" class="md-nav__link">
+    llama_model_meta_val_str(SafeLlamaModelHandle, Byte, Byte, Int64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_meta_val_str(SafeLlamaModelHandle, Byte, Byte, Int64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#applylorafromfilestring-single-string-nullableint32" class="md-nav__link">
+    ApplyLoraFromFile(String, Single, String, Nullable&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ApplyLoraFromFile(String, Single, String, Nullable<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokentospanllamatoken-spanbyte" class="md-nav__link">
+    TokenToSpan(LLamaToken, Span&lt;Byte&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenToSpan(LLamaToken, Span<Byte>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenstospanireadonlylistllamatoken-spanchar-encoding" class="md-nav__link">
+    TokensToSpan(IReadOnlyList&lt;LLamaToken&gt;, Span&lt;Char&gt;, Encoding)
+  </a>
+  
+    <nav class="md-nav" aria-label="TokensToSpan(IReadOnlyList<LLamaToken>, Span<Char>, Encoding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#caution" class="md-nav__link">
+    Caution
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenizestring-boolean-boolean-encoding" class="md-nav__link">
+    Tokenize(String, Boolean, Boolean, Encoding)
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokenize(String, Boolean, Boolean, Encoding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createcontextllamacontextparams" class="md-nav__link">
+    CreateContext(LLamaContextParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateContext(LLamaContextParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadatakeybyindexint32" class="md-nav__link">
+    MetadataKeyByIndex(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataKeyByIndex(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadatavaluebyindexint32" class="md-nav__link">
+    MetadataValueByIndex(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataValueByIndex(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#readmetadata" class="md-nav__link">
+    ReadMetadata()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReadMetadata()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_meta_key_by_indexg__llama_model_meta_key_by_index_native23_0safellamamodelhandle-int32-byte-int64" class="md-nav__link">
+    &lt;llama_model_meta_key_by_index&gt;g__llama_model_meta_key_by_index_native|23_0(SafeLlamaModelHandle, Int32, Byte*, Int64)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_model_meta_key_by_index>g__llama_model_meta_key_by_index_native|23_0(SafeLlamaModelHandle, Int32, Byte*, Int64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_meta_val_str_by_indexg__llama_model_meta_val_str_by_index_native24_0safellamamodelhandle-int32-byte-int64" class="md-nav__link">
+    &lt;llama_model_meta_val_str_by_index&gt;g__llama_model_meta_val_str_by_index_native|24_0(SafeLlamaModelHandle, Int32, Byte*, Int64)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_model_meta_val_str_by_index>g__llama_model_meta_val_str_by_index_native|24_0(SafeLlamaModelHandle, Int32, Byte*, Int64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#vocabcount" class="md-nav__link">
+    VocabCount
+  </a>
+  
+    <nav class="md-nav" aria-label="VocabCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#contextsize" class="md-nav__link">
+    ContextSize
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#ropefrequency" class="md-nav__link">
+    RopeFrequency
+  </a>
+  
+    <nav class="md-nav" aria-label="RopeFrequency">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embeddingsize" class="md-nav__link">
+    EmbeddingSize
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingSize">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#sizeinbytes" class="md-nav__link">
+    SizeInBytes
+  </a>
+  
+    <nav class="md-nav" aria-label="SizeInBytes">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parametercount" class="md-nav__link">
+    ParameterCount
+  </a>
+  
+    <nav class="md-nav" aria-label="ParameterCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#description" class="md-nav__link">
+    Description
+  </a>
+  
+    <nav class="md-nav" aria-label="Description">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadatacount" class="md-nav__link">
+    MetadataCount
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataCount">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#safellamamodelhandle_1" class="md-nav__link">
+    SafeLlamaModelHandle()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadfromfilestring-llamamodelparams" class="md-nav__link">
+    LoadFromFile(String, LLamaModelParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadFromFile(String, LLamaModelParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_apply_lora_from_filesafellamamodelhandle-string-single-string-int32" class="md-nav__link">
+    llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, Single, String, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, Single, String, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_meta_val_strsafellamamodelhandle-byte-byte-int64" class="md-nav__link">
+    llama_model_meta_val_str(SafeLlamaModelHandle, Byte, Byte, Int64)
+  </a>
+  
+    <nav class="md-nav" aria-label="llama_model_meta_val_str(SafeLlamaModelHandle, Byte, Byte, Int64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#applylorafromfilestring-single-string-nullableint32" class="md-nav__link">
+    ApplyLoraFromFile(String, Single, String, Nullable&lt;Int32&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ApplyLoraFromFile(String, Single, String, Nullable<Int32>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions_1" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokentospanllamatoken-spanbyte" class="md-nav__link">
+    TokenToSpan(LLamaToken, Span&lt;Byte&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenToSpan(LLamaToken, Span<Byte>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenstospanireadonlylistllamatoken-spanchar-encoding" class="md-nav__link">
+    TokensToSpan(IReadOnlyList&lt;LLamaToken&gt;, Span&lt;Char&gt;, Encoding)
+  </a>
+  
+    <nav class="md-nav" aria-label="TokensToSpan(IReadOnlyList<LLamaToken>, Span<Char>, Encoding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#caution" class="md-nav__link">
+    Caution
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenizestring-boolean-boolean-encoding" class="md-nav__link">
+    Tokenize(String, Boolean, Boolean, Encoding)
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokenize(String, Boolean, Boolean, Encoding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createcontextllamacontextparams" class="md-nav__link">
+    CreateContext(LLamaContextParams)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateContext(LLamaContextParams)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_7" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadatakeybyindexint32" class="md-nav__link">
+    MetadataKeyByIndex(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataKeyByIndex(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_8" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#metadatavaluebyindexint32" class="md-nav__link">
+    MetadataValueByIndex(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="MetadataValueByIndex(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_9" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#readmetadata" class="md-nav__link">
+    ReadMetadata()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReadMetadata()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_10" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_meta_key_by_indexg__llama_model_meta_key_by_index_native23_0safellamamodelhandle-int32-byte-int64" class="md-nav__link">
+    &lt;llama_model_meta_key_by_index&gt;g__llama_model_meta_key_by_index_native|23_0(SafeLlamaModelHandle, Int32, Byte*, Int64)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_model_meta_key_by_index>g__llama_model_meta_key_by_index_native|23_0(SafeLlamaModelHandle, Int32, Byte*, Int64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_10" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_11" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#llama_model_meta_val_str_by_indexg__llama_model_meta_val_str_by_index_native24_0safellamamodelhandle-int32-byte-int64" class="md-nav__link">
+    &lt;llama_model_meta_val_str_by_index&gt;g__llama_model_meta_val_str_by_index_native|24_0(SafeLlamaModelHandle, Int32, Byte*, Int64)
+  </a>
+  
+    <nav class="md-nav" aria-label="<llama_model_meta_val_str_by_index>g__llama_model_meta_val_str_by_index_native|24_0(SafeLlamaModelHandle, Int32, Byte*, Int64)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_11" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_12" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="safellamamodelhandle">SafeLlamaModelHandle<a class="headerlink" href="#safellamamodelhandle" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A reference to a set of llama model weights</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SafeLlamaModelHandle</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">SafeLLamaHandleBase</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.constrainedexecution.criticalfinalizerobject">CriticalFinalizerObject</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.interopservices.safehandle">SafeHandle</a> → <a href="../llama.native.safellamahandlebase/">SafeLLamaHandleBase</a> → <a href="./">SafeLlamaModelHandle</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="vocabcount"><strong>VocabCount</strong><a class="headerlink" href="#vocabcount" title="Permanent link"></a></h3>
+<p>Total number of tokens in vocabulary of this model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">VocabCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="contextsize"><strong>ContextSize</strong><a class="headerlink" href="#contextsize" title="Permanent link"></a></h3>
+<p>Total number of tokens in the context</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">ContextSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="ropefrequency"><strong>RopeFrequency</strong><a class="headerlink" href="#ropefrequency" title="Permanent link"></a></h3>
+<p>Get the rope frequency this model was trained with</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">RopeFrequency</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="embeddingsize"><strong>EmbeddingSize</strong><a class="headerlink" href="#embeddingsize" title="Permanent link"></a></h3>
+<p>Dimension of embedding vectors</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">EmbeddingSize</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="sizeinbytes"><strong>SizeInBytes</strong><a class="headerlink" href="#sizeinbytes" title="Permanent link"></a></h3>
+<p>Get the size of this model in bytes</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">SizeInBytes</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="parametercount"><strong>ParameterCount</strong><a class="headerlink" href="#parametercount" title="Permanent link"></a></h3>
+<p>Get the number of parameters in this model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">ulong</span><span class="w"> </span><span class="n">ParameterCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint64">UInt64</a><br></p>
+<h3 id="description"><strong>Description</strong><a class="headerlink" href="#description" title="Permanent link"></a></h3>
+<p>Get a description of this model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Description</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="metadatacount"><strong>MetadataCount</strong><a class="headerlink" href="#metadatacount" title="Permanent link"></a></h3>
+<p>Get the number of metadata key/value pairs</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">MetadataCount</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="isinvalid"><strong>IsInvalid</strong><a class="headerlink" href="#isinvalid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsInvalid</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="isclosed"><strong>IsClosed</strong><a class="headerlink" href="#isclosed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsClosed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="safellamamodelhandle_1"><strong>SafeLlamaModelHandle()</strong><a class="headerlink" href="#safellamamodelhandle_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">SafeLlamaModelHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="releasehandle"><strong>ReleaseHandle()</strong><a class="headerlink" href="#releasehandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">ReleaseHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="loadfromfilestring-llamamodelparams"><strong>LoadFromFile(String, LLamaModelParams)</strong><a class="headerlink" href="#loadfromfilestring-llamamodelparams" title="Permanent link"></a></h3>
+<p>Load a model from the given file path into memory</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="nf">LoadFromFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaModelParams</span><span class="w"> </span><span class="n">lparams</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>modelPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>lparams</code> <a href="../llama.native.llamamodelparams/">LLamaModelParams</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">SafeLlamaModelHandle</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
+<h3 id="llama_model_apply_lora_from_filesafellamamodelhandle-string-single-string-int32"><strong>llama_model_apply_lora_from_file(SafeLlamaModelHandle, String, Single, String, Int32)</strong><a class="headerlink" href="#llama_model_apply_lora_from_filesafellamamodelhandle-string-single-string-int32" title="Permanent link"></a></h3>
+<p>Apply a LoRA adapter to a loaded model
+ path_base_model is the path to a higher quality model to use as a base for
+ the layers modified by the adapter. Can be NULL to use the current loaded model.
+ The model needs to be reloaded before applying a new adapter, otherwise the adapter
+ will be applied on top of the previous one</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_model_apply_lora_from_file</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model_ptr</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">path_lora</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">scale</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">path_base_model</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">n_threads</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>model_ptr</code> <a href="./">SafeLlamaModelHandle</a><br></p>
+<p><code>path_lora</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>path_base_model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>n_threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Returns 0 on success</p>
+<h3 id="llama_model_meta_val_strsafellamamodelhandle-byte-byte-int64"><strong>llama_model_meta_val_str(SafeLlamaModelHandle, Byte<em>, Byte</em>, Int64)</strong><a class="headerlink" href="#llama_model_meta_val_strsafellamamodelhandle-byte-byte-int64" title="Permanent link"></a></h3>
+<p>Get metadata value as a string by key name</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">llama_model_meta_val_str</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">key</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">buf</span><span class="p">,</span><span class="w"> </span><span class="kt">long</span><span class="w"> </span><span class="n">buf_size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="./">SafeLlamaModelHandle</a><br></p>
+<p><code>key</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<p><code>buf</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<p><code>buf_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int64">Int64</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The length of the string on success, or -1 on failure</p>
+<h3 id="applylorafromfilestring-single-string-nullableint32"><strong>ApplyLoraFromFile(String, Single, String, Nullable&lt;Int32&gt;)</strong><a class="headerlink" href="#applylorafromfilestring-single-string-nullableint32" title="Permanent link"></a></h3>
+<p>Apply a LoRA adapter to a loaded model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ApplyLoraFromFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">lora</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">scale</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">modelBase</span><span class="p">,</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="kt">int</span><span class="o">&gt;</span><span class="w"> </span><span class="n">threads</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>lora</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>scale</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<p><code>modelBase</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+A path to a higher quality model to use as a base for the layers modified by the
+ adapter. Can be NULL to use the current loaded model.</p>
+<p><code>threads</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Int32&gt;</a><br></p>
+<h4 id="exceptions_1">Exceptions<a class="headerlink" href="#exceptions_1" title="Permanent link"></a></h4>
+<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
+<h3 id="tokentospanllamatoken-spanbyte"><strong>TokenToSpan(LLamaToken, Span&lt;Byte&gt;)</strong><a class="headerlink" href="#tokentospanllamatoken-spanbyte" title="Permanent link"></a></h3>
+<p>Convert a single llama token into bytes</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">uint</span><span class="w"> </span><span class="nf">TokenToSpan</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">byte</span><span class="o">&gt;</span><span class="w"> </span><span class="n">dest</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br>
+Token to decode</p>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Byte&gt;</a><br>
+A span to attempt to write into. If this is too small nothing will be written</p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.uint32">UInt32</a><br>
+The size of this token. <strong>nothing will be written</strong> if this is larger than <code>dest</code></p>
+<h3 id="tokenstospanireadonlylistllamatoken-spanchar-encoding"><strong>TokensToSpan(IReadOnlyList&lt;LLamaToken&gt;, Span&lt;Char&gt;, Encoding)</strong><a class="headerlink" href="#tokenstospanireadonlylistllamatoken-spanchar-encoding" title="Permanent link"></a></h3>
+<h4 id="caution">Caution<a class="headerlink" href="#caution" title="Permanent link"></a></h4>
+<p>Use a StreamingTokenDecoder instead</p>
+<hr />
+<p>Convert a sequence of tokens into characters.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">char</span><span class="o">&gt;</span><span class="w"> </span><span class="n">TokensToSpan</span><span class="p">(</span><span class="n">IReadOnlyList</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">char</span><span class="o">&gt;</span><span class="w"> </span><span class="n">dest</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">encoding</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlylist-1">IReadOnlyList&lt;LLamaToken&gt;</a><br></p>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Char&gt;</a><br></p>
+<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Char&gt;</a><br>
+The section of the span which has valid data in it.
+ If there was insufficient space in the output span this will be
+ filled with as many characters as possible, starting from the <em>last</em> token.</p>
+<h3 id="tokenizestring-boolean-boolean-encoding"><strong>Tokenize(String, Boolean, Boolean, Encoding)</strong><a class="headerlink" href="#tokenizestring-boolean-boolean-encoding" title="Permanent link"></a></h3>
+<p>Convert a string of text into tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaToken</span><span class="p">[]</span><span class="w"> </span><span class="nf">Tokenize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">text</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">add_bos</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">special</span><span class="p">,</span><span class="w"> </span><span class="n">Encoding</span><span class="w"> </span><span class="n">encoding</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>add_bos</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<p><code>special</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+Allow tokenizing special and/or control tokens which otherwise are not exposed and treated as plaintext.</p>
+<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br></p>
+<h4 id="returns_6">Returns<a class="headerlink" href="#returns_6" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken[]</a><br></p>
+<h3 id="createcontextllamacontextparams"><strong>CreateContext(LLamaContextParams)</strong><a class="headerlink" href="#createcontextllamacontextparams" title="Permanent link"></a></h3>
+<p>Create a new context for this model</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="nf">CreateContext</span><span class="p">(</span><span class="n">LLamaContextParams</span><span class="w"> </span><span class="k">params</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>params</code> <a href="../llama.native.llamacontextparams/">LLamaContextParams</a><br></p>
+<h4 id="returns_7">Returns<a class="headerlink" href="#returns_7" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<h3 id="metadatakeybyindexint32"><strong>MetadataKeyByIndex(Int32)</strong><a class="headerlink" href="#metadatakeybyindexint32" title="Permanent link"></a></h3>
+<p>Get the metadata key for the given index</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">Memory</span><span class="o">&lt;</span><span class="kt">byte</span><span class="o">&gt;&gt;</span><span class="w"> </span><span class="n">MetadataKeyByIndex</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">index</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The index to get</p>
+<h4 id="returns_8">Returns<a class="headerlink" href="#returns_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Memory&lt;Byte&gt;&gt;</a><br>
+The key, null if there is no such key or if the buffer was too small</p>
+<h3 id="metadatavaluebyindexint32"><strong>MetadataValueByIndex(Int32)</strong><a class="headerlink" href="#metadatavaluebyindexint32" title="Permanent link"></a></h3>
+<p>Get the metadata value for the given index</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Nullable</span><span class="o">&lt;</span><span class="n">Memory</span><span class="o">&lt;</span><span class="kt">byte</span><span class="o">&gt;&gt;</span><span class="w"> </span><span class="n">MetadataValueByIndex</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">index</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+The index to get</p>
+<h4 id="returns_9">Returns<a class="headerlink" href="#returns_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.nullable-1">Nullable&lt;Memory&lt;Byte&gt;&gt;</a><br>
+The value, null if there is no such value or if the buffer was too small</p>
+<h3 id="readmetadata"><strong>ReadMetadata()</strong><a class="headerlink" href="#readmetadata" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="n">IReadOnlyDictionary</span><span class="o">&lt;</span><span class="kt">string</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="o">&gt;</span><span class="w"> </span><span class="n">ReadMetadata</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_10">Returns<a class="headerlink" href="#returns_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.ireadonlydictionary-2">IReadOnlyDictionary&lt;String, String&gt;</a><br></p>
+<h3 id="llama_model_meta_key_by_indexg__llama_model_meta_key_by_index_native23_0safellamamodelhandle-int32-byte-int64"><strong>&lt;llama_model_meta_key_by_index&gt;g__llama_model_meta_key_by_index_native|23_0(SafeLlamaModelHandle, Int32, Byte*, Int64)</strong><a class="headerlink" href="#llama_model_meta_key_by_indexg__llama_model_meta_key_by_index_native23_0safellamamodelhandle-int32-byte-int64" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="o">&lt;</span><span class="n">llama_model_meta_key_by_index</span><span class="o">&gt;</span><span class="n">g__llama_model_meta_key_by_index_native</span><span class="o">|</span><span class="m">23</span><span class="n">_0</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">index</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">buf</span><span class="p">,</span><span class="w"> </span><span class="kt">long</span><span class="w"> </span><span class="n">buf_size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_10">Parameters<a class="headerlink" href="#parameters_10" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="./">SafeLlamaModelHandle</a><br></p>
+<p><code>index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>buf</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<p><code>buf_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int64">Int64</a><br></p>
+<h4 id="returns_11">Returns<a class="headerlink" href="#returns_11" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="llama_model_meta_val_str_by_indexg__llama_model_meta_val_str_by_index_native24_0safellamamodelhandle-int32-byte-int64"><strong>&lt;llama_model_meta_val_str_by_index&gt;g__llama_model_meta_val_str_by_index_native|24_0(SafeLlamaModelHandle, Int32, Byte*, Int64)</strong><a class="headerlink" href="#llama_model_meta_val_str_by_indexg__llama_model_meta_val_str_by_index_native24_0safellamamodelhandle-int32-byte-int64" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="o">&lt;</span><span class="n">llama_model_meta_val_str_by_index</span><span class="o">&gt;</span><span class="n">g__llama_model_meta_val_str_by_index_native</span><span class="o">|</span><span class="m">24</span><span class="n">_0</span><span class="p">(</span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">index</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="o">*</span><span class="w"> </span><span class="n">buf</span><span class="p">,</span><span class="w"> </span><span class="kt">long</span><span class="w"> </span><span class="n">buf_size</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_11">Parameters<a class="headerlink" href="#parameters_11" title="Permanent link"></a></h4>
+<p><code>model</code> <a href="./">SafeLlamaModelHandle</a><br></p>
+<p><code>index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>buf</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte*">Byte*</a><br></p>
+<p><code>buf_size</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int64">Int64</a><br></p>
+<h4 id="returns_12">Returns<a class="headerlink" href="#returns_12" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.native.safellavaimageembedhandle/index.html b/0.11.1/xmldocs/llama.native.safellavaimageembedhandle/index.html
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+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.safellavaimageembedhandle
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.safellavaimageembedhandle
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createfromfilenamesafellavamodelhandle-llamacontext-string" class="md-nav__link">
+    CreateFromFileName(SafeLlavaModelHandle, LLamaContext, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateFromFileName(SafeLlavaModelHandle, LLamaContext, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createfrommemorysafellavamodelhandle-llamacontext-byte" class="md-nav__link">
+    CreateFromMemory(SafeLlavaModelHandle, LLamaContext, Byte[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateFromMemory(SafeLlavaModelHandle, LLamaContext, Byte[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
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+  
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+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
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+  
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+      <span class="md-nav__icon md-icon"></span>
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+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
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+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
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+    Property Value
+  </a>
+  
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
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+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
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+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#createfromfilenamesafellavamodelhandle-llamacontext-string" class="md-nav__link">
+    CreateFromFileName(SafeLlavaModelHandle, LLamaContext, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateFromFileName(SafeLlavaModelHandle, LLamaContext, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createfrommemorysafellavamodelhandle-llamacontext-byte" class="md-nav__link">
+    CreateFromMemory(SafeLlavaModelHandle, LLamaContext, Byte[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateFromMemory(SafeLlavaModelHandle, LLamaContext, Byte[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
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+</li>
+      
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+</nav>
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+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="safellavaimageembedhandle">SafeLlavaImageEmbedHandle<a class="headerlink" href="#safellavaimageembedhandle" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A Reference to a llava Image Embed handle</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">SafeLLamaHandleBase</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.constrainedexecution.criticalfinalizerobject">CriticalFinalizerObject</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.interopservices.safehandle">SafeHandle</a> → <a href="../llama.native.safellamahandlebase/">SafeLLamaHandleBase</a> → <a href="./">SafeLlavaImageEmbedHandle</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="isinvalid"><strong>IsInvalid</strong><a class="headerlink" href="#isinvalid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsInvalid</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="isclosed"><strong>IsClosed</strong><a class="headerlink" href="#isclosed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsClosed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="createfromfilenamesafellavamodelhandle-llamacontext-string"><strong>CreateFromFileName(SafeLlavaModelHandle, LLamaContext, String)</strong><a class="headerlink" href="#createfromfilenamesafellavamodelhandle-llamacontext-string" title="Permanent link"></a></h3>
+<p>Create an image embed from an image file</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">CreateFromFileName</span><span class="p">(</span><span class="n">SafeLlavaModelHandle</span><span class="w"> </span><span class="n">ctxLlava</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">image</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctxLlava</code> <a href="../llama.native.safellavamodelhandle/">SafeLlavaModelHandle</a><br></p>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br></p>
+<p><code>image</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Path to the image file. Supported formats:
+ JPGPNGBMPTGA</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">SafeLlavaImageEmbedHandle</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br></p>
+<h3 id="createfrommemorysafellavamodelhandle-llamacontext-byte"><strong>CreateFromMemory(SafeLlavaModelHandle, LLamaContext, Byte[])</strong><a class="headerlink" href="#createfrommemorysafellavamodelhandle-llamacontext-byte" title="Permanent link"></a></h3>
+<p>Create an image embed from the bytes of an image.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">CreateFromMemory</span><span class="p">(</span><span class="n">SafeLlavaModelHandle</span><span class="w"> </span><span class="n">ctxLlava</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="p">[]</span><span class="w"> </span><span class="n">image</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctxLlava</code> <a href="../llama.native.safellavamodelhandle/">SafeLlavaModelHandle</a><br></p>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br></p>
+<p><code>image</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br>
+Image bytes. Supported formats:
+ JPGPNGBMPTGA</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">SafeLlavaImageEmbedHandle</a><br></p>
+<h3 id="releasehandle"><strong>ReleaseHandle()</strong><a class="headerlink" href="#releasehandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">ReleaseHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
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+
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+        kernel-memory integration
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+        BotSharp integration
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+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
+
+            
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
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+              
+  
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    <li class="md-nav__item">
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+        Talk to yourself
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.native.safellavamodelhandle
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.native.safellavamodelhandle
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadfromfilestring-int32" class="md-nav__link">
+    LoadFromFile(String, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadFromFile(String, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-string" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-byte" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, Byte[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, Byte[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evalimageembedllamacontext-safellavaimageembedhandle-int32" class="md-nav__link">
+    EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#isinvalid" class="md-nav__link">
+    IsInvalid
+  </a>
+  
+    <nav class="md-nav" aria-label="IsInvalid">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#isclosed" class="md-nav__link">
+    IsClosed
+  </a>
+  
+    <nav class="md-nav" aria-label="IsClosed">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#releasehandle" class="md-nav__link">
+    ReleaseHandle()
+  </a>
+  
+    <nav class="md-nav" aria-label="ReleaseHandle()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadfromfilestring-int32" class="md-nav__link">
+    LoadFromFile(String, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="LoadFromFile(String, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-string" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#createimageembeddingsllamacontext-byte" class="md-nav__link">
+    CreateImageEmbeddings(LLamaContext, Byte[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CreateImageEmbeddings(LLamaContext, Byte[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#evalimageembedllamacontext-safellavaimageembedhandle-int32" class="md-nav__link">
+    EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="safellavamodelhandle">SafeLlavaModelHandle<a class="headerlink" href="#safellavamodelhandle" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Native</p>
+<p>A reference to a set of llava model weights.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SafeLlavaModelHandle</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">SafeLLamaHandleBase</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.constrainedexecution.criticalfinalizerobject">CriticalFinalizerObject</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.runtime.interopservices.safehandle">SafeHandle</a> → <a href="../llama.native.safellamahandlebase/">SafeLLamaHandleBase</a> → <a href="./">SafeLlavaModelHandle</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="isinvalid"><strong>IsInvalid</strong><a class="headerlink" href="#isinvalid" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsInvalid</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="isclosed"><strong>IsClosed</strong><a class="headerlink" href="#isclosed" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">IsClosed</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="releasehandle"><strong>ReleaseHandle()</strong><a class="headerlink" href="#releasehandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">ReleaseHandle</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="loadfromfilestring-int32"><strong>LoadFromFile(String, Int32)</strong><a class="headerlink" href="#loadfromfilestring-int32" title="Permanent link"></a></h3>
+<p>Load a model from the given file path into memory</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SafeLlavaModelHandle</span><span class="w"> </span><span class="nf">LoadFromFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">modelPath</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">verbosity</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>modelPath</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+MMP File (Multi-Modal Projections)</p>
+<p><code>verbosity</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br>
+Verbosity level</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">SafeLlavaModelHandle</a><br>
+SafeHandle of the Clip Model</p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.invalidoperationexception">InvalidOperationException</a><br></p>
+<p><a href="../llama.exceptions.runtimeerror/">RuntimeError</a><br></p>
+<h3 id="createimageembeddingsllamacontext-string"><strong>CreateImageEmbeddings(LLamaContext, String)</strong><a class="headerlink" href="#createimageembeddingsllamacontext-string" title="Permanent link"></a></h3>
+<p>Create the Image Embeddings.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">CreateImageEmbeddings</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">image</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br>
+LLama Context</p>
+<p><code>image</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br>
+Image filename (it supports jpeg format only)</p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br>
+return the SafeHandle of these embeddings</p>
+<h3 id="createimageembeddingsllamacontext-byte"><strong>CreateImageEmbeddings(LLamaContext, Byte[])</strong><a class="headerlink" href="#createimageembeddingsllamacontext-byte" title="Permanent link"></a></h3>
+<p>Create the Image Embeddings.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="nf">CreateImageEmbeddings</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="n">Byte</span><span class="p">[]</span><span class="w"> </span><span class="n">image</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br>
+LLama Context</p>
+<p><code>image</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte">Byte[]</a><br>
+Image in binary format (it supports jpeg format only)</p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br>
+return the SafeHandle of these embeddings</p>
+<h3 id="evalimageembedllamacontext-safellavaimageembedhandle-int32"><strong>EvalImageEmbed(LLamaContext, SafeLlavaImageEmbedHandle, Int32&amp;)</strong><a class="headerlink" href="#evalimageembedllamacontext-safellavaimageembedhandle-int32" title="Permanent link"></a></h3>
+<p>Evaluates the image embeddings.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">EvalImageEmbed</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">ctxLlama</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLlavaImageEmbedHandle</span><span class="w"> </span><span class="n">imageEmbed</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">n_past</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>ctxLlama</code> <a href="./llama.llamacontext.md">LLamaContext</a><br>
+Llama Context</p>
+<p><code>imageEmbed</code> <a href="../llama.native.safellavaimageembedhandle/">SafeLlavaImageEmbedHandle</a><br>
+The current embeddings to evaluate</p>
+<p><code>n_past</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br>
+True on success</p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
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diff --git a/0.11.1/xmldocs/llama.quantizer/index.html b/0.11.1/xmldocs/llama.quantizer/index.html
new file mode 100644
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--- /dev/null
+++ b/0.11.1/xmldocs/llama.quantizer/index.html
@@ -0,0 +1,3015 @@
+
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+      <a href="../" class="md-nav__link">
+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.quantizer
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.quantizer
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#quantizer_1" class="md-nav__link">
+    Quantizer()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#quantizestring-string-llamaftype-int32-boolean" class="md-nav__link">
+    Quantize(String, String, LLamaFtype, Int32, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, LLamaFtype, Int32, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#quantizestring-string-string-int32-boolean" class="md-nav__link">
+    Quantize(String, String, String, Int32, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, String, Int32, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#quantizer_1" class="md-nav__link">
+    Quantizer()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#quantizestring-string-llamaftype-int32-boolean" class="md-nav__link">
+    Quantize(String, String, LLamaFtype, Int32, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, LLamaFtype, Int32, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#quantizestring-string-string-int32-boolean" class="md-nav__link">
+    Quantize(String, String, String, Int32, Boolean)
+  </a>
+  
+    <nav class="md-nav" aria-label="Quantize(String, String, String, Int32, Boolean)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="quantizer">Quantizer<a class="headerlink" href="#quantizer" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Quantizer</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">Quantizer</a></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="quantizer_1"><strong>Quantizer()</strong><a class="headerlink" href="#quantizer_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">Quantizer</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="quantizestring-string-llamaftype-int32-boolean"><strong>Quantize(String, String, LLamaFtype, Int32, Boolean)</strong><a class="headerlink" href="#quantizestring-string-llamaftype-int32-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Quantize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">srcFileName</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">dstFilename</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaFtype</span><span class="w"> </span><span class="n">ftype</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">nthread</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">printInfo</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>srcFileName</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>dstFilename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>ftype</code> <a href="../llama.native.llamaftype/">LLamaFtype</a><br></p>
+<p><code>nthread</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>printInfo</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="quantizestring-string-string-int32-boolean"><strong>Quantize(String, String, String, Int32, Boolean)</strong><a class="headerlink" href="#quantizestring-string-string-int32-boolean" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Quantize</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">srcFileName</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">dstFilename</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">ftype</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">nthread</span><span class="p">,</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">printInfo</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>srcFileName</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>dstFilename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>ftype</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>nthread</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>printInfo</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
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+  
+</div>
+      
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+</footer>
+      
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+      <div class="md-dialog__inner md-typeset"></div>
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+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
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+  </body>
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diff --git a/0.11.1/xmldocs/llama.sampling.basesamplingpipeline/index.html b/0.11.1/xmldocs/llama.sampling.basesamplingpipeline/index.html
new file mode 100644
index 00000000..711bb606
--- /dev/null
+++ b/0.11.1/xmldocs/llama.sampling.basesamplingpipeline/index.html
@@ -0,0 +1,3222 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
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+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
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+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
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+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
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+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+            
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+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
+
+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sampling.basesamplingpipeline
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sampling.basesamplingpipeline
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
+    Accept(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
+    Accept(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#dispose" class="md-nav__link">
+    Dispose()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="basesamplingpipeline">BaseSamplingPipeline<a class="headerlink" href="#basesamplingpipeline" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Sampling</p>
+<p>Base class for implementing custom sampling pipelines. This provides a helpful framework for implementing <code>ISamplingPipeline</code>.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">BaseSamplingPipeline</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">BaseSamplingPipeline</a><br>
+Implements <a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
+<p>Grammar to constrain valid tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="samplesafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">Sample</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="acceptsafellamacontexthandle-llamatoken"><strong>Accept(SafeLLamaContextHandle, LLamaToken)</strong><a class="headerlink" href="#acceptsafellamacontexthandle-llamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Accept</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<p>Process the raw logit values</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+The context being sampled from</p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br>
+The logits produced by the model</p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br>
+A list of tokens recently returned by the model</p>
+<h3 id="processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken"><strong>ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<p>Process the LLamaTokenDataArray and select a single token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+The context being sampled from</p>
+<p><code>candidates</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br>
+The LLamaTokenDataArray data produced by the model</p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br>
+A list of tokens recently returned by the model</p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="reset"><strong>Reset()</strong><a class="headerlink" href="#reset" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Reset</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">abstract</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
+<h3 id="dispose"><strong>Dispose()</strong><a class="headerlink" href="#dispose" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Dispose</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+
+
+
+
+
+                
+              </article>
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+          
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+          
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+        Talk to yourself
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+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sampling.defaultsamplingpipeline
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#logitbias" class="md-nav__link">
+    LogitBias
+  </a>
+  
+    <nav class="md-nav" aria-label="LogitBias">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatpenalty" class="md-nav__link">
+    RepeatPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#alphafrequency" class="md-nav__link">
+    AlphaFrequency
+  </a>
+  
+    <nav class="md-nav" aria-label="AlphaFrequency">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#alphapresence" class="md-nav__link">
+    AlphaPresence
+  </a>
+  
+    <nav class="md-nav" aria-label="AlphaPresence">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperature" class="md-nav__link">
+    Temperature
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topk" class="md-nav__link">
+    TopK
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tailfreez" class="md-nav__link">
+    TailFreeZ
+  </a>
+  
+    <nav class="md-nav" aria-label="TailFreeZ">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typicalp" class="md-nav__link">
+    TypicalP
+  </a>
+  
+    <nav class="md-nav" aria-label="TypicalP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topp" class="md-nav__link">
+    TopP
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minp" class="md-nav__link">
+    MinP
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalizenewline" class="md-nav__link">
+    PenalizeNewline
+  </a>
+  
+    <nav class="md-nav" aria-label="PenalizeNewline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#defaultsamplingpipeline_1" class="md-nav__link">
+    DefaultSamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
+    Accept(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#logitbias" class="md-nav__link">
+    LogitBias
+  </a>
+  
+    <nav class="md-nav" aria-label="LogitBias">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#repeatpenalty" class="md-nav__link">
+    RepeatPenalty
+  </a>
+  
+    <nav class="md-nav" aria-label="RepeatPenalty">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#alphafrequency" class="md-nav__link">
+    AlphaFrequency
+  </a>
+  
+    <nav class="md-nav" aria-label="AlphaFrequency">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#alphapresence" class="md-nav__link">
+    AlphaPresence
+  </a>
+  
+    <nav class="md-nav" aria-label="AlphaPresence">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#temperature" class="md-nav__link">
+    Temperature
+  </a>
+  
+    <nav class="md-nav" aria-label="Temperature">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topk" class="md-nav__link">
+    TopK
+  </a>
+  
+    <nav class="md-nav" aria-label="TopK">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tailfreez" class="md-nav__link">
+    TailFreeZ
+  </a>
+  
+    <nav class="md-nav" aria-label="TailFreeZ">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_6" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#typicalp" class="md-nav__link">
+    TypicalP
+  </a>
+  
+    <nav class="md-nav" aria-label="TypicalP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_7" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#topp" class="md-nav__link">
+    TopP
+  </a>
+  
+    <nav class="md-nav" aria-label="TopP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_8" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#minp" class="md-nav__link">
+    MinP
+  </a>
+  
+    <nav class="md-nav" aria-label="MinP">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_9" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#penalizenewline" class="md-nav__link">
+    PenalizeNewline
+  </a>
+  
+    <nav class="md-nav" aria-label="PenalizeNewline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_10" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_11" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#defaultsamplingpipeline_1" class="md-nav__link">
+    DefaultSamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
+    Accept(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="defaultsamplingpipeline">DefaultSamplingPipeline<a class="headerlink" href="#defaultsamplingpipeline" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Sampling</p>
+<p>An implementation of ISamplePipeline which mimics the default llama.cpp sampling</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">DefaultSamplingPipeline</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">BaseSamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="../llama.sampling.basesamplingpipeline/">BaseSamplingPipeline</a> → <a href="./">DefaultSamplingPipeline</a><br>
+Implements <a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="logitbias"><strong>LogitBias</strong><a class="headerlink" href="#logitbias" title="Permanent link"></a></h3>
+<p>Bias values to add to certain logits</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Dictionary</span><span class="o">&lt;</span><span class="kt">int</span><span class="p">,</span><span class="w"> </span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">LogitBias</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary&lt;Int32, Single&gt;</a><br></p>
+<h3 id="repeatpenalty"><strong>RepeatPenalty</strong><a class="headerlink" href="#repeatpenalty" title="Permanent link"></a></h3>
+<p>Repetition penalty, as described in <a href="https://arxiv.org/abs/1909.05858">https://arxiv.org/abs/1909.05858</a></p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">RepeatPenalty</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="alphafrequency"><strong>AlphaFrequency</strong><a class="headerlink" href="#alphafrequency" title="Permanent link"></a></h3>
+<p>Frequency penalty as described by OpenAI: <a href="https://platform.openai.com/docs/api-reference/chat/create">https://platform.openai.com/docs/api-reference/chat/create</a><br>
+ Number between -2.0 and 2.0. Positive values penalize new tokens based on their existing frequency in the text
+ so far, decreasing the model's likelihood to repeat the same line verbatim.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">AlphaFrequency</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="alphapresence"><strong>AlphaPresence</strong><a class="headerlink" href="#alphapresence" title="Permanent link"></a></h3>
+<p>Presence penalty as described by OpenAI: <a href="https://platform.openai.com/docs/api-reference/chat/create">https://platform.openai.com/docs/api-reference/chat/create</a><br>
+ Number between -2.0 and 2.0. Positive values penalize new tokens based on whether they appear in the
+ text so far, increasing the model's likelihood to talk about new topics.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">AlphaPresence</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="temperature"><strong>Temperature</strong><a class="headerlink" href="#temperature" title="Permanent link"></a></h3>
+<p>Temperature to apply (higher temperature is more "creative")</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Temperature</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="topk"><strong>TopK</strong><a class="headerlink" href="#topk" title="Permanent link"></a></h3>
+<p>Number of tokens to keep in TopK sampling</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TopK</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="tailfreez"><strong>TailFreeZ</strong><a class="headerlink" href="#tailfreez" title="Permanent link"></a></h3>
+<p>Z value for tail free sampling</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TailFreeZ</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_6">Property Value<a class="headerlink" href="#property-value_6" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="typicalp"><strong>TypicalP</strong><a class="headerlink" href="#typicalp" title="Permanent link"></a></h3>
+<p>P value for locally typical sampling</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TypicalP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_7">Property Value<a class="headerlink" href="#property-value_7" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="topp"><strong>TopP</strong><a class="headerlink" href="#topp" title="Permanent link"></a></h3>
+<p>P value for TopP sampling</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">TopP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_8">Property Value<a class="headerlink" href="#property-value_8" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="minp"><strong>MinP</strong><a class="headerlink" href="#minp" title="Permanent link"></a></h3>
+<p>P value for MinP sampling</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">MinP</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_9">Property Value<a class="headerlink" href="#property-value_9" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="penalizenewline"><strong>PenalizeNewline</strong><a class="headerlink" href="#penalizenewline" title="Permanent link"></a></h3>
+<p>Whether the newline value should be protected from being modified by logit bias and repeat penalty</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="n">PenalizeNewline</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_10">Property Value<a class="headerlink" href="#property-value_10" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
+<p>Grammar to constrain valid tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_11">Property Value<a class="headerlink" href="#property-value_11" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="defaultsamplingpipeline_1"><strong>DefaultSamplingPipeline()</strong><a class="headerlink" href="#defaultsamplingpipeline_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">DefaultSamplingPipeline</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h3 id="processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken"><strong>ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="acceptsafellamacontexthandle-llamatoken"><strong>Accept(SafeLLamaContextHandle, LLamaToken)</strong><a class="headerlink" href="#acceptsafellamacontexthandle-llamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Accept</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
+
+
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diff --git a/0.11.1/xmldocs/llama.sampling.greedysamplingpipeline/index.html b/0.11.1/xmldocs/llama.sampling.greedysamplingpipeline/index.html
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+  
+    <li class="md-nav__item">
+      <a href="../../QuickStart/" class="md-nav__link">
+        Quick Start
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_6_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sampling.greedysamplingpipeline
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sampling.greedysamplingpipeline
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#greedysamplingpipeline_1" class="md-nav__link">
+    GreedySamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
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+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
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+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
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+    
+  
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+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#greedysamplingpipeline_1" class="md-nav__link">
+    GreedySamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="greedysamplingpipeline">GreedySamplingPipeline<a class="headerlink" href="#greedysamplingpipeline" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Sampling</p>
+<p>A sampling pipeline which always selects the most likely token</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">GreedySamplingPipeline</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">BaseSamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="../llama.sampling.basesamplingpipeline/">BaseSamplingPipeline</a> → <a href="./">GreedySamplingPipeline</a><br>
+Implements <a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
+<p>Grammar to constrain valid tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="greedysamplingpipeline_1"><strong>GreedySamplingPipeline()</strong><a class="headerlink" href="#greedysamplingpipeline_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">GreedySamplingPipeline</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h3 id="processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken"><strong>ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
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diff --git a/0.11.1/xmldocs/llama.sampling.isamplingpipeline/index.html b/0.11.1/xmldocs/llama.sampling.isamplingpipeline/index.html
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
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+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
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+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
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+  
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+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sampling.isamplingpipeline
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sampling.isamplingpipeline
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
+    Accept(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#acceptsafellamacontexthandle-llamatoken" class="md-nav__link">
+    Accept(SafeLLamaContextHandle, LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Accept(SafeLLamaContextHandle, LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
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+  
+</li>
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+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="isamplingpipeline">ISamplingPipeline<a class="headerlink" href="#isamplingpipeline" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Sampling</p>
+<p>Convert a span of logits into a single sampled token. This interface can be implemented to completely customise the sampling process.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">interface</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="samplesafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>Sample(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#samplesafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<p>Sample a single token from the given logits</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">Sample</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+The context being sampled from</p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br>
+The logits produced by the model</p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br>
+A span of tokens recently returned by the model</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="acceptsafellamacontexthandle-llamatoken"><strong>Accept(SafeLLamaContextHandle, LLamaToken)</strong><a class="headerlink" href="#acceptsafellamacontexthandle-llamatoken" title="Permanent link"></a></h3>
+<p>Update the pipeline, with knowledge that a particular token was just accepted</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">Accept</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="reset"><strong>Reset()</strong><a class="headerlink" href="#reset" title="Permanent link"></a></h3>
+<p>Reset all internal state of the sampling pipeline</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">void</span><span class="w"> </span><span class="nf">Reset</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<p>Create a copy of this sampling pipeline</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="./">ISamplingPipeline</a><br></p>
+
+
+
+
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diff --git a/0.11.1/xmldocs/llama.sampling.isamplingpipelineextensions/index.html b/0.11.1/xmldocs/llama.sampling.isamplingpipelineextensions/index.html
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sampling.isamplingpipelineextensions
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#sampleisamplingpipeline-safellamacontexthandle-spansingle-listllamatoken" class="md-nav__link">
+    Sample(ISamplingPipeline, SafeLLamaContextHandle, Span&lt;Single&gt;, List&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(ISamplingPipeline, SafeLLamaContextHandle, Span<Single>, List<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
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+  <a href="#methods" class="md-nav__link">
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+        
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+  <a href="#sampleisamplingpipeline-safellamacontexthandle-spansingle-listllamatoken" class="md-nav__link">
+    Sample(ISamplingPipeline, SafeLLamaContextHandle, Span&lt;Single&gt;, List&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Sample(ISamplingPipeline, SafeLLamaContextHandle, Span<Single>, List<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
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+</li>
+        
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+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
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+          
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+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="isamplingpipelineextensions">ISamplingPipelineExtensions<a class="headerlink" href="#isamplingpipelineextensions" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Sampling</p>
+<p>Extensions methods for ISamplingPipeline</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ISamplingPipelineExtensions</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ISamplingPipelineExtensions</a></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="sampleisamplingpipeline-safellamacontexthandle-spansingle-listllamatoken"><strong>Sample(ISamplingPipeline, SafeLLamaContextHandle, Span&lt;Single&gt;, List&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#sampleisamplingpipeline-safellamacontexthandle-spansingle-listllamatoken" title="Permanent link"></a></h3>
+<p>Sample a single token from the given logits</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">Sample</span><span class="p">(</span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="n">pipeline</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>pipeline</code> <a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+The context being sampled from</p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br>
+The logits produced by the model</p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;LLamaToken&gt;</a><br>
+A list of tokens recently returned by the model</p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+
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+
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diff --git a/0.11.1/xmldocs/llama.sampling.mirostate2samplingpipeline/index.html b/0.11.1/xmldocs/llama.sampling.mirostate2samplingpipeline/index.html
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+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
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+            
+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+      </nav>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
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+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+          
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sampling.mirostate2samplingpipeline
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mu" class="md-nav__link">
+    Mu
+  </a>
+  
+    <nav class="md-nav" aria-label="Mu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tau" class="md-nav__link">
+    Tau
+  </a>
+  
+    <nav class="md-nav" aria-label="Tau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#eta" class="md-nav__link">
+    Eta
+  </a>
+  
+    <nav class="md-nav" aria-label="Eta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mirostate2samplingpipeline_1" class="md-nav__link">
+    Mirostate2SamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mu" class="md-nav__link">
+    Mu
+  </a>
+  
+    <nav class="md-nav" aria-label="Mu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tau" class="md-nav__link">
+    Tau
+  </a>
+  
+    <nav class="md-nav" aria-label="Tau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#eta" class="md-nav__link">
+    Eta
+  </a>
+  
+    <nav class="md-nav" aria-label="Eta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mirostate2samplingpipeline_1" class="md-nav__link">
+    Mirostate2SamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="mirostate2samplingpipeline">Mirostate2SamplingPipeline<a class="headerlink" href="#mirostate2samplingpipeline" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Sampling</p>
+<p>A sampling pipeline which uses mirostat (v2) to select tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Mirostate2SamplingPipeline</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">BaseSamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="../llama.sampling.basesamplingpipeline/">BaseSamplingPipeline</a> → <a href="./">Mirostate2SamplingPipeline</a><br>
+Implements <a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="mu"><strong>Mu</strong><a class="headerlink" href="#mu" title="Permanent link"></a></h3>
+<p>Currently learned mu value</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Mu</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="tau"><strong>Tau</strong><a class="headerlink" href="#tau" title="Permanent link"></a></h3>
+<p>target entropy</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Tau</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="eta"><strong>Eta</strong><a class="headerlink" href="#eta" title="Permanent link"></a></h3>
+<p>learning rate</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Eta</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
+<p>Grammar to constrain valid tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="mirostate2samplingpipeline_1"><strong>Mirostate2SamplingPipeline()</strong><a class="headerlink" href="#mirostate2samplingpipeline_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">Mirostate2SamplingPipeline</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h3 id="processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken"><strong>ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="reset"><strong>Reset()</strong><a class="headerlink" href="#reset" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Reset</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
+
+
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diff --git a/0.11.1/xmldocs/llama.sampling.mirostatesamplingpipeline/index.html b/0.11.1/xmldocs/llama.sampling.mirostatesamplingpipeline/index.html
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+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sampling.mirostatesamplingpipeline
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mu" class="md-nav__link">
+    Mu
+  </a>
+  
+    <nav class="md-nav" aria-label="Mu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tau" class="md-nav__link">
+    Tau
+  </a>
+  
+    <nav class="md-nav" aria-label="Tau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#eta" class="md-nav__link">
+    Eta
+  </a>
+  
+    <nav class="md-nav" aria-label="Eta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mirostatesamplingpipeline_1" class="md-nav__link">
+    MirostateSamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mu" class="md-nav__link">
+    Mu
+  </a>
+  
+    <nav class="md-nav" aria-label="Mu">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tau" class="md-nav__link">
+    Tau
+  </a>
+  
+    <nav class="md-nav" aria-label="Tau">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#eta" class="md-nav__link">
+    Eta
+  </a>
+  
+    <nav class="md-nav" aria-label="Eta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#grammar" class="md-nav__link">
+    Grammar
+  </a>
+  
+    <nav class="md-nav" aria-label="Grammar">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#mirostatesamplingpipeline_1" class="md-nav__link">
+    MirostateSamplingPipeline()
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" class="md-nav__link">
+    ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessLogits(SafeLLamaContextHandle, Span<Single>, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" class="md-nav__link">
+    ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    Clone()
+  </a>
+  
+    <nav class="md-nav" aria-label="Clone()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="mirostatesamplingpipeline">MirostateSamplingPipeline<a class="headerlink" href="#mirostatesamplingpipeline" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Sampling</p>
+<p>A sampling pipeline which uses mirostat (v1) to select tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">MirostateSamplingPipeline</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">BaseSamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IDisposable</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="../llama.sampling.basesamplingpipeline/">BaseSamplingPipeline</a> → <a href="./">MirostateSamplingPipeline</a><br>
+Implements <a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.idisposable">IDisposable</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="mu"><strong>Mu</strong><a class="headerlink" href="#mu" title="Permanent link"></a></h3>
+<p>Currently learned mu value</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Mu</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="tau"><strong>Tau</strong><a class="headerlink" href="#tau" title="Permanent link"></a></h3>
+<p>target entropy</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Tau</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="eta"><strong>Eta</strong><a class="headerlink" href="#eta" title="Permanent link"></a></h3>
+<p>learning rate</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">float</span><span class="w"> </span><span class="n">Eta</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single</a><br></p>
+<h3 id="grammar"><strong>Grammar</strong><a class="headerlink" href="#grammar" title="Permanent link"></a></h3>
+<p>Grammar to constrain valid tokens</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SafeLLamaGrammarHandle</span><span class="w"> </span><span class="n">Grammar</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="../llama.native.safellamagrammarhandle/">SafeLLamaGrammarHandle</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="mirostatesamplingpipeline_1"><strong>MirostateSamplingPipeline()</strong><a class="headerlink" href="#mirostatesamplingpipeline_1" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">MirostateSamplingPipeline</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken"><strong>ProcessLogits(SafeLLamaContextHandle, Span&lt;Single&gt;, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processlogitssafellamacontexthandle-spansingle-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ProcessLogits</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">float</span><span class="o">&gt;</span><span class="w"> </span><span class="n">logits</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>logits</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Single&gt;</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h3 id="processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken"><strong>ProcessTokenDataArray(SafeLLamaContextHandle, LLamaTokenDataArray, ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#processtokendataarraysafellamacontexthandle-llamatokendataarray-readonlyspanllamatoken" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="nf">ProcessTokenDataArray</span><span class="p">(</span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">ctx</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaTokenDataArray</span><span class="w"> </span><span class="n">candidates</span><span class="p">,</span><span class="w"> </span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">lastTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>ctx</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br></p>
+<p><code>candidates</code> <a href="../llama.native.llamatokendataarray/">LLamaTokenDataArray</a><br></p>
+<p><code>lastTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="reset"><strong>Reset()</strong><a class="headerlink" href="#reset" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Reset</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="clone"><strong>Clone()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ISamplingPipeline</span><span class="w"> </span><span class="nf">Clone</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="../llama.sampling.isamplingpipeline/">ISamplingPipeline</a><br></p>
+
+
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diff --git a/0.11.1/xmldocs/llama.sessionstate/index.html b/0.11.1/xmldocs/llama.sessionstate/index.html
new file mode 100644
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+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.sessionstate
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.sessionstate
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#executorstate" class="md-nav__link">
+    ExecutorState
+  </a>
+  
+    <nav class="md-nav" aria-label="ExecutorState">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#contextstate" class="md-nav__link">
+    ContextState
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextState">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#inputtransformpipeline" class="md-nav__link">
+    InputTransformPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="InputTransformPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#outputtransform" class="md-nav__link">
+    OutputTransform
+  </a>
+  
+    <nav class="md-nav" aria-label="OutputTransform">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#historytransform" class="md-nav__link">
+    HistoryTransform
+  </a>
+  
+    <nav class="md-nav" aria-label="HistoryTransform">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history" class="md-nav__link">
+    History
+  </a>
+  
+    <nav class="md-nav" aria-label="History">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#sessionstatestate-executorbasestate-chathistory-listitexttransform-itextstreamtransform-ihistorytransform" class="md-nav__link">
+    SessionState(State, ExecutorBaseState, ChatHistory, List&lt;ITextTransform&gt;, ITextStreamTransform, IHistoryTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="SessionState(State, ExecutorBaseState, ChatHistory, List<ITextTransform>, ITextStreamTransform, IHistoryTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#savestring" class="md-nav__link">
+    Save(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Save(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadstring" class="md-nav__link">
+    Load(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Load(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalssessionstate" class="md-nav__link">
+    Equals(SessionState)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(SessionState)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#executorstate" class="md-nav__link">
+    ExecutorState
+  </a>
+  
+    <nav class="md-nav" aria-label="ExecutorState">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#contextstate" class="md-nav__link">
+    ContextState
+  </a>
+  
+    <nav class="md-nav" aria-label="ContextState">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#inputtransformpipeline" class="md-nav__link">
+    InputTransformPipeline
+  </a>
+  
+    <nav class="md-nav" aria-label="InputTransformPipeline">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#outputtransform" class="md-nav__link">
+    OutputTransform
+  </a>
+  
+    <nav class="md-nav" aria-label="OutputTransform">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#historytransform" class="md-nav__link">
+    HistoryTransform
+  </a>
+  
+    <nav class="md-nav" aria-label="HistoryTransform">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#history" class="md-nav__link">
+    History
+  </a>
+  
+    <nav class="md-nav" aria-label="History">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#sessionstatestate-executorbasestate-chathistory-listitexttransform-itextstreamtransform-ihistorytransform" class="md-nav__link">
+    SessionState(State, ExecutorBaseState, ChatHistory, List&lt;ITextTransform&gt;, ITextStreamTransform, IHistoryTransform)
+  </a>
+  
+    <nav class="md-nav" aria-label="SessionState(State, ExecutorBaseState, ChatHistory, List<ITextTransform>, ITextStreamTransform, IHistoryTransform)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#savestring" class="md-nav__link">
+    Save(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Save(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#loadstring" class="md-nav__link">
+    Load(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Load(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#exceptions" class="md-nav__link">
+    Exceptions
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalssessionstate" class="md-nav__link">
+    Equals(SessionState)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(SessionState)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_6" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="sessionstate">SessionState<a class="headerlink" href="#sessionstate" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>The state of a chat session in-memory.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">SessionState</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">SessionState</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.0</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">SessionState</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;SessionState&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="executorstate"><strong>ExecutorState</strong><a class="headerlink" href="#executorstate" title="Permanent link"></a></h3>
+<p>Saved executor state for the session in JSON format.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ExecutorBaseState</span><span class="w"> </span><span class="n">ExecutorState</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="./llama.statefulexecutorbase.executorbasestate.md">ExecutorBaseState</a><br></p>
+<h3 id="contextstate"><strong>ContextState</strong><a class="headerlink" href="#contextstate" title="Permanent link"></a></h3>
+<p>Saved context state (KV cache) for the session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">State</span><span class="w"> </span><span class="n">ContextState</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="./llama.llamacontext.state.md">State</a><br></p>
+<h3 id="inputtransformpipeline"><strong>InputTransformPipeline</strong><a class="headerlink" href="#inputtransformpipeline" title="Permanent link"></a></h3>
+<p>The input transform pipeline used in this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ITextTransform</span><span class="p">[]</span><span class="w"> </span><span class="n">InputTransformPipeline</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.itexttransform/">ITextTransform[]</a><br></p>
+<h3 id="outputtransform"><strong>OutputTransform</strong><a class="headerlink" href="#outputtransform" title="Permanent link"></a></h3>
+<p>The output transform used in this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ITextStreamTransform</span><span class="w"> </span><span class="n">OutputTransform</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.itextstreamtransform/">ITextStreamTransform</a><br></p>
+<h3 id="historytransform"><strong>HistoryTransform</strong><a class="headerlink" href="#historytransform" title="Permanent link"></a></h3>
+<p>The history transform used in this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">IHistoryTransform</span><span class="w"> </span><span class="n">HistoryTransform</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="../llama.abstractions.ihistorytransform/">IHistoryTransform</a><br></p>
+<h3 id="history"><strong>History</strong><a class="headerlink" href="#history" title="Permanent link"></a></h3>
+<p>The the chat history messages for this session.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Message</span><span class="p">[]</span><span class="w"> </span><span class="n">History</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="./llama.common.chathistory.message.md">Message[]</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="sessionstatestate-executorbasestate-chathistory-listitexttransform-itextstreamtransform-ihistorytransform"><strong>SessionState(State, ExecutorBaseState, ChatHistory, List&lt;ITextTransform&gt;, ITextStreamTransform, IHistoryTransform)</strong><a class="headerlink" href="#sessionstatestate-executorbasestate-chathistory-listitexttransform-itextstreamtransform-ihistorytransform" title="Permanent link"></a></h3>
+<p>Create a new session state.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">SessionState</span><span class="p">(</span><span class="n">State</span><span class="w"> </span><span class="n">contextState</span><span class="p">,</span><span class="w"> </span><span class="n">ExecutorBaseState</span><span class="w"> </span><span class="n">executorState</span><span class="p">,</span><span class="w"> </span><span class="n">ChatHistory</span><span class="w"> </span><span class="n">history</span><span class="p">,</span><span class="w"> </span><span class="n">List</span><span class="o">&lt;</span><span class="n">ITextTransform</span><span class="o">&gt;</span><span class="w"> </span><span class="n">inputTransformPipeline</span><span class="p">,</span><span class="w"> </span><span class="n">ITextStreamTransform</span><span class="w"> </span><span class="n">outputTransform</span><span class="p">,</span><span class="w"> </span><span class="n">IHistoryTransform</span><span class="w"> </span><span class="n">historyTransform</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>contextState</code> <a href="./llama.llamacontext.state.md">State</a><br></p>
+<p><code>executorState</code> <a href="./llama.statefulexecutorbase.executorbasestate.md">ExecutorBaseState</a><br></p>
+<p><code>history</code> <a href="../llama.common.chathistory/">ChatHistory</a><br></p>
+<p><code>inputTransformPipeline</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;ITextTransform&gt;</a><br></p>
+<p><code>outputTransform</code> <a href="../llama.abstractions.itextstreamtransform/">ITextStreamTransform</a><br></p>
+<p><code>historyTransform</code> <a href="../llama.abstractions.ihistorytransform/">IHistoryTransform</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="savestring"><strong>Save(String)</strong><a class="headerlink" href="#savestring" title="Permanent link"></a></h3>
+<p>Save the session state to folder.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Save</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">path</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="loadstring"><strong>Load(String)</strong><a class="headerlink" href="#loadstring" title="Permanent link"></a></h3>
+<p>Load the session state from folder.</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">SessionState</span><span class="w"> </span><span class="nf">Load</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">path</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>path</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="./">SessionState</a><br></p>
+<h4 id="exceptions">Exceptions<a class="headerlink" href="#exceptions" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.argumentexception">ArgumentException</a><br>
+Throws when session state is incorrect</p>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalssessionstate"><strong>Equals(SessionState)</strong><a class="headerlink" href="#equalssessionstate" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">SessionState</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">SessionState</a><br></p>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">SessionState</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_6">Returns<a class="headerlink" href="#returns_6" title="Permanent link"></a></h4>
+<p><a href="./">SessionState</a><br></p>
+
+
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
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+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
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+      </nav>
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+        llama.abstractions.adaptercollection
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.streamingtokendecoder
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.streamingtokendecoder
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#availablecharacters" class="md-nav__link">
+    AvailableCharacters
+  </a>
+  
+    <nav class="md-nav" aria-label="AvailableCharacters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderencoding-llamaweights" class="md-nav__link">
+    StreamingTokenDecoder(Encoding, LLamaWeights)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(Encoding, LLamaWeights)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderllamacontext" class="md-nav__link">
+    StreamingTokenDecoder(LLamaContext)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(LLamaContext)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderencoding-safellamacontexthandle" class="md-nav__link">
+    StreamingTokenDecoder(Encoding, SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(Encoding, SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderencoding-safellamamodelhandle" class="md-nav__link">
+    StreamingTokenDecoder(Encoding, SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(Encoding, SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken" class="md-nav__link">
+    Add(LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addint32" class="md-nav__link">
+    Add(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addrangett" class="md-nav__link">
+    AddRange&lt;T&gt;(T)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddRange<T>(T)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#type-parameters" class="md-nav__link">
+    Type Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addrangereadonlyspanllamatoken" class="md-nav__link">
+    AddRange(ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddRange(ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#readlistchar" class="md-nav__link">
+    Read(List&lt;Char&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Read(List<Char>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#read" class="md-nav__link">
+    Read()
+  </a>
+  
+    <nav class="md-nav" aria-label="Read()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addg__tokentobytes9_0byte-llamatoken-safellamamodelhandle" class="md-nav__link">
+    &lt;Add&gt;g__TokenToBytes|9_0(Byte[]&amp;, LLamaToken, SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="<Add>g__TokenToBytes|9_0(Byte[]&, LLamaToken, SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#availablecharacters" class="md-nav__link">
+    AvailableCharacters
+  </a>
+  
+    <nav class="md-nav" aria-label="AvailableCharacters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderencoding-llamaweights" class="md-nav__link">
+    StreamingTokenDecoder(Encoding, LLamaWeights)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(Encoding, LLamaWeights)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderllamacontext" class="md-nav__link">
+    StreamingTokenDecoder(LLamaContext)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(LLamaContext)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderencoding-safellamacontexthandle" class="md-nav__link">
+    StreamingTokenDecoder(Encoding, SafeLLamaContextHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(Encoding, SafeLLamaContextHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#streamingtokendecoderencoding-safellamamodelhandle" class="md-nav__link">
+    StreamingTokenDecoder(Encoding, SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="StreamingTokenDecoder(Encoding, SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#addllamatoken" class="md-nav__link">
+    Add(LLamaToken)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(LLamaToken)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addint32" class="md-nav__link">
+    Add(Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="Add(Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_5" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addrangett" class="md-nav__link">
+    AddRange&lt;T&gt;(T)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddRange<T>(T)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#type-parameters" class="md-nav__link">
+    Type Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#parameters_6" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addrangereadonlyspanllamatoken" class="md-nav__link">
+    AddRange(ReadOnlySpan&lt;LLamaToken&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="AddRange(ReadOnlySpan<LLamaToken>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_7" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#readlistchar" class="md-nav__link">
+    Read(List&lt;Char&gt;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Read(List<Char>)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_8" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#read" class="md-nav__link">
+    Read()
+  </a>
+  
+    <nav class="md-nav" aria-label="Read()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#reset" class="md-nav__link">
+    Reset()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#addg__tokentobytes9_0byte-llamatoken-safellamamodelhandle" class="md-nav__link">
+    &lt;Add&gt;g__TokenToBytes|9_0(Byte[]&amp;, LLamaToken, SafeLlamaModelHandle)
+  </a>
+  
+    <nav class="md-nav" aria-label="<Add>g__TokenToBytes|9_0(Byte[]&, LLamaToken, SafeLlamaModelHandle)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_9" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="streamingtokendecoder">StreamingTokenDecoder<a class="headerlink" href="#streamingtokendecoder" title="Permanent link"></a></h1>
+<p>Namespace: LLama</p>
+<p>Decodes a stream of tokens into a stream of characters</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">StreamingTokenDecoder</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">StreamingTokenDecoder</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="availablecharacters"><strong>AvailableCharacters</strong><a class="headerlink" href="#availablecharacters" title="Permanent link"></a></h3>
+<p>The number of decoded characters waiting to be read</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">AvailableCharacters</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="streamingtokendecoderencoding-llamaweights"><strong>StreamingTokenDecoder(Encoding, LLamaWeights)</strong><a class="headerlink" href="#streamingtokendecoderencoding-llamaweights" title="Permanent link"></a></h3>
+<p>Create a new decoder</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">StreamingTokenDecoder</span><span class="p">(</span><span class="n">Encoding</span><span class="w"> </span><span class="n">encoding</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaWeights</span><span class="w"> </span><span class="n">weights</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br>
+Text encoding to use</p>
+<p><code>weights</code> <a href="./llama.llamaweights.md">LLamaWeights</a><br>
+Model weights</p>
+<h3 id="streamingtokendecoderllamacontext"><strong>StreamingTokenDecoder(LLamaContext)</strong><a class="headerlink" href="#streamingtokendecoderllamacontext" title="Permanent link"></a></h3>
+<p>Create a new decoder</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">StreamingTokenDecoder</span><span class="p">(</span><span class="n">LLamaContext</span><span class="w"> </span><span class="n">context</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>context</code> <a href="./llama.llamacontext.md">LLamaContext</a><br>
+Context to retrieve encoding and model weights from</p>
+<h3 id="streamingtokendecoderencoding-safellamacontexthandle"><strong>StreamingTokenDecoder(Encoding, SafeLLamaContextHandle)</strong><a class="headerlink" href="#streamingtokendecoderencoding-safellamacontexthandle" title="Permanent link"></a></h3>
+<p>Create a new decoder</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">StreamingTokenDecoder</span><span class="p">(</span><span class="n">Encoding</span><span class="w"> </span><span class="n">encoding</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLLamaContextHandle</span><span class="w"> </span><span class="n">context</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br>
+Text encoding to use</p>
+<p><code>context</code> <a href="../llama.native.safellamacontexthandle/">SafeLLamaContextHandle</a><br>
+Context to retrieve model weights from</p>
+<h3 id="streamingtokendecoderencoding-safellamamodelhandle"><strong>StreamingTokenDecoder(Encoding, SafeLlamaModelHandle)</strong><a class="headerlink" href="#streamingtokendecoderencoding-safellamamodelhandle" title="Permanent link"></a></h3>
+<p>Create a new decoder</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">StreamingTokenDecoder</span><span class="p">(</span><span class="n">Encoding</span><span class="w"> </span><span class="n">encoding</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">weights</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>encoding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.encoding">Encoding</a><br>
+Text encoding to use</p>
+<p><code>weights</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br>
+Models weights to use</p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="addllamatoken"><strong>Add(LLamaToken)</strong><a class="headerlink" href="#addllamatoken" title="Permanent link"></a></h3>
+<p>Add a single token to the decoder</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<h3 id="addint32"><strong>Add(Int32)</strong><a class="headerlink" href="#addint32" title="Permanent link"></a></h3>
+<p>Add a single token to the decoder</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Add</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">token</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_5">Parameters<a class="headerlink" href="#parameters_5" title="Permanent link"></a></h4>
+<p><code>token</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="addrangett"><strong>AddRange&lt;T&gt;(T)</strong><a class="headerlink" href="#addrangett" title="Permanent link"></a></h3>
+<p>Add all tokens in the given enumerable</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="n">AddRange</span><span class="o">&lt;</span><span class="n">T</span><span class="o">&gt;</span><span class="p">(</span><span class="n">T</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="type-parameters">Type Parameters<a class="headerlink" href="#type-parameters" title="Permanent link"></a></h4>
+<p><code>T</code><br></p>
+<h4 id="parameters_6">Parameters<a class="headerlink" href="#parameters_6" title="Permanent link"></a></h4>
+<p><code>tokens</code> T<br></p>
+<h3 id="addrangereadonlyspanllamatoken"><strong>AddRange(ReadOnlySpan&lt;LLamaToken&gt;)</strong><a class="headerlink" href="#addrangereadonlyspanllamatoken" title="Permanent link"></a></h3>
+<p>Add all tokens in the given span</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">AddRange</span><span class="p">(</span><span class="n">ReadOnlySpan</span><span class="o">&lt;</span><span class="n">LLamaToken</span><span class="o">&gt;</span><span class="w"> </span><span class="n">tokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_7">Parameters<a class="headerlink" href="#parameters_7" title="Permanent link"></a></h4>
+<p><code>tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.readonlyspan-1">ReadOnlySpan&lt;LLamaToken&gt;</a><br></p>
+<h3 id="readlistchar"><strong>Read(List&lt;Char&gt;)</strong><a class="headerlink" href="#readlistchar" title="Permanent link"></a></h3>
+<p>Read all decoded characters and clear the buffer</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Read</span><span class="p">(</span><span class="n">List</span><span class="o">&lt;</span><span class="kt">char</span><span class="o">&gt;</span><span class="w"> </span><span class="n">dest</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_8">Parameters<a class="headerlink" href="#parameters_8" title="Permanent link"></a></h4>
+<p><code>dest</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.list-1">List&lt;Char&gt;</a><br></p>
+<h3 id="read"><strong>Read()</strong><a class="headerlink" href="#read" title="Permanent link"></a></h3>
+<p>Read all decoded characters as a string and clear the buffer</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">Read</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="reset"><strong>Reset()</strong><a class="headerlink" href="#reset" title="Permanent link"></a></h3>
+<p>Set the decoder back to its initial state</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Reset</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="addg__tokentobytes9_0byte-llamatoken-safellamamodelhandle"><strong>&lt;Add&gt;g__TokenToBytes|9_0(Byte[]&amp;, LLamaToken, SafeLlamaModelHandle)</strong><a class="headerlink" href="#addg__tokentobytes9_0byte-llamatoken-safellamamodelhandle" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">internal</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Span</span><span class="o">&lt;</span><span class="kt">byte</span><span class="o">&gt;</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Add</span><span class="o">&gt;</span><span class="n">g__TokenToBytes</span><span class="o">|</span><span class="m">9</span><span class="n">_0</span><span class="p">(</span><span class="n">Byte</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">bytes</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaToken</span><span class="w"> </span><span class="n">token</span><span class="p">,</span><span class="w"> </span><span class="n">SafeLlamaModelHandle</span><span class="w"> </span><span class="n">model</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_9">Parameters<a class="headerlink" href="#parameters_9" title="Permanent link"></a></h4>
+<p><code>bytes</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.byte&amp;">Byte[]&amp;</a><br></p>
+<p><code>token</code> <a href="../llama.native.llamatoken/">LLamaToken</a><br></p>
+<p><code>model</code> <a href="../llama.native.safellamamodelhandle/">SafeLlamaModelHandle</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.span-1">Span&lt;Byte&gt;</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.types.chatcompletion/index.html b/0.11.1/xmldocs/llama.types.chatcompletion/index.html
new file mode 100644
index 00000000..d7a8447d
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatcompletion
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatcompletion
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usage" class="md-nav__link">
+    Usage
+  </a>
+  
+    <nav class="md-nav" aria-label="Usage">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionstring-string-int32-string-chatcompletionchoice-completionusage" class="md-nav__link">
+    ChatCompletion(String, String, Int32, String, ChatCompletionChoice[], CompletionUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletion(String, String, Int32, String, ChatCompletionChoice[], CompletionUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletion" class="md-nav__link">
+    Equals(ChatCompletion)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletion)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-int32-string-chatcompletionchoice-completionusage" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, ChatCompletionChoice[]&amp;, CompletionUsage&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, Int32&, String&, ChatCompletionChoice[]&, CompletionUsage&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usage" class="md-nav__link">
+    Usage
+  </a>
+  
+    <nav class="md-nav" aria-label="Usage">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionstring-string-int32-string-chatcompletionchoice-completionusage" class="md-nav__link">
+    ChatCompletion(String, String, Int32, String, ChatCompletionChoice[], CompletionUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletion(String, String, Int32, String, ChatCompletionChoice[], CompletionUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletion" class="md-nav__link">
+    Equals(ChatCompletion)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletion)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-int32-string-chatcompletionchoice-completionusage" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, ChatCompletionChoice[]&amp;, CompletionUsage&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, Int32&, String&, ChatCompletionChoice[]&, CompletionUsage&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatcompletion">ChatCompletion<a class="headerlink" href="#chatcompletion" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatCompletion</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">ChatCompletion</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatCompletion</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ChatCompletion&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="id"><strong>Id</strong><a class="headerlink" href="#id" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="object"><strong>Object</strong><a class="headerlink" href="#object" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="created"><strong>Created</strong><a class="headerlink" href="#created" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="model"><strong>Model</strong><a class="headerlink" href="#model" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="choices"><strong>Choices</strong><a class="headerlink" href="#choices" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="../llama.types.chatcompletionchoice/">ChatCompletionChoice[]</a><br></p>
+<h3 id="usage"><strong>Usage</strong><a class="headerlink" href="#usage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionUsage</span><span class="w"> </span><span class="n">Usage</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="../llama.types.completionusage/">CompletionUsage</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatcompletionstring-string-int32-string-chatcompletionchoice-completionusage"><strong>ChatCompletion(String, String, Int32, String, ChatCompletionChoice[], CompletionUsage)</strong><a class="headerlink" href="#chatcompletionstring-string-int32-string-chatcompletionchoice-completionusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatCompletion</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionUsage</span><span class="w"> </span><span class="n">Usage</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Choices</code> <a href="../llama.types.chatcompletionchoice/">ChatCompletionChoice[]</a><br></p>
+<p><code>Usage</code> <a href="../llama.types.completionusage/">CompletionUsage</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalschatcompletion"><strong>Equals(ChatCompletion)</strong><a class="headerlink" href="#equalschatcompletion" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ChatCompletion</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ChatCompletion</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletion</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatCompletion</a><br></p>
+<h3 id="deconstructstring-string-int32-string-chatcompletionchoice-completionusage"><strong>Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, ChatCompletionChoice[]&amp;, CompletionUsage&amp;)</strong><a class="headerlink" href="#deconstructstring-string-int32-string-chatcompletionchoice-completionusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionChoice</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Choices</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionUsage</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Usage</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Choices</code> <a href="./llama.types.chatcompletionchoice&amp;.md">ChatCompletionChoice[]&amp;</a><br></p>
+<p><code>Usage</code> <a href="./llama.types.completionusage&amp;.md">CompletionUsage&amp;</a><br></p>
+
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
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+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+          API Reference
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+          
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+      <a href="../" class="md-nav__link">
+        index
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatcompletionchoice
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatcompletionchoice
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#finishreason" class="md-nav__link">
+    FinishReason
+  </a>
+  
+    <nav class="md-nav" aria-label="FinishReason">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchoiceint32-chatcompletionmessage-string" class="md-nav__link">
+    ChatCompletionChoice(Int32, ChatCompletionMessage, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChoice(Int32, ChatCompletionMessage, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchoice" class="md-nav__link">
+    Equals(ChatCompletionChoice)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChoice)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-chatcompletionmessage-string" class="md-nav__link">
+    Deconstruct(Int32&amp;, ChatCompletionMessage&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, ChatCompletionMessage&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#finishreason" class="md-nav__link">
+    FinishReason
+  </a>
+  
+    <nav class="md-nav" aria-label="FinishReason">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchoiceint32-chatcompletionmessage-string" class="md-nav__link">
+    ChatCompletionChoice(Int32, ChatCompletionMessage, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChoice(Int32, ChatCompletionMessage, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchoice" class="md-nav__link">
+    Equals(ChatCompletionChoice)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChoice)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-chatcompletionmessage-string" class="md-nav__link">
+    Deconstruct(Int32&amp;, ChatCompletionMessage&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, ChatCompletionMessage&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatcompletionchoice">ChatCompletionChoice<a class="headerlink" href="#chatcompletionchoice" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatCompletionChoice</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">ChatCompletionChoice</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatCompletionChoice</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ChatCompletionChoice&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="index"><strong>Index</strong><a class="headerlink" href="#index" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionMessage</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="../llama.types.chatcompletionmessage/">ChatCompletionMessage</a><br></p>
+<h3 id="finishreason"><strong>FinishReason</strong><a class="headerlink" href="#finishreason" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">FinishReason</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatcompletionchoiceint32-chatcompletionmessage-string"><strong>ChatCompletionChoice(Int32, ChatCompletionMessage, String)</strong><a class="headerlink" href="#chatcompletionchoiceint32-chatcompletionmessage-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatCompletionChoice</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionMessage</span><span class="w"> </span><span class="n">Message</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">FinishReason</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Message</code> <a href="../llama.types.chatcompletionmessage/">ChatCompletionMessage</a><br></p>
+<p><code>FinishReason</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalschatcompletionchoice"><strong>Equals(ChatCompletionChoice)</strong><a class="headerlink" href="#equalschatcompletionchoice" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ChatCompletionChoice</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ChatCompletionChoice</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionChoice</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatCompletionChoice</a><br></p>
+<h3 id="deconstructint32-chatcompletionmessage-string"><strong>Deconstruct(Int32&amp;, ChatCompletionMessage&amp;, String&amp;)</strong><a class="headerlink" href="#deconstructint32-chatcompletionmessage-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionMessage</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Message</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">FinishReason</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Message</code> <a href="./llama.types.chatcompletionmessage&amp;.md">ChatCompletionMessage&amp;</a><br></p>
+<p><code>FinishReason</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+
+
+
+
+
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+    
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+          
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
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+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
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+      </nav>
+    </li>
+  
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+        index
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+          
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+              
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
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+              
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+  
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+          
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatcompletionchunk
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatcompletionchunk
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchunkstring-string-string-int32-chatcompletionchunkchoice" class="md-nav__link">
+    ChatCompletionChunk(String, String, String, Int32, ChatCompletionChunkChoice[])
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChunk(String, String, String, Int32, ChatCompletionChunkChoice[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchunk" class="md-nav__link">
+    Equals(ChatCompletionChunk)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChunk)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-string-int32-chatcompletionchunkchoice" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, String&amp;, Int32&amp;, ChatCompletionChunkChoice[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, String&, Int32&, ChatCompletionChunkChoice[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchunkstring-string-string-int32-chatcompletionchunkchoice" class="md-nav__link">
+    ChatCompletionChunk(String, String, String, Int32, ChatCompletionChunkChoice[])
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChunk(String, String, String, Int32, ChatCompletionChunkChoice[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchunk" class="md-nav__link">
+    Equals(ChatCompletionChunk)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChunk)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-string-int32-chatcompletionchunkchoice" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, String&amp;, Int32&amp;, ChatCompletionChunkChoice[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, String&, Int32&, ChatCompletionChunkChoice[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatcompletionchunk">ChatCompletionChunk<a class="headerlink" href="#chatcompletionchunk" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatCompletionChunk</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">ChatCompletionChunk</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatCompletionChunk</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ChatCompletionChunk&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="id"><strong>Id</strong><a class="headerlink" href="#id" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="model"><strong>Model</strong><a class="headerlink" href="#model" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="object"><strong>Object</strong><a class="headerlink" href="#object" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="created"><strong>Created</strong><a class="headerlink" href="#created" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="choices"><strong>Choices</strong><a class="headerlink" href="#choices" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionChunkChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="../llama.types.chatcompletionchunkchoice/">ChatCompletionChunkChoice[]</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatcompletionchunkstring-string-string-int32-chatcompletionchunkchoice"><strong>ChatCompletionChunk(String, String, String, Int32, ChatCompletionChunkChoice[])</strong><a class="headerlink" href="#chatcompletionchunkstring-string-string-int32-chatcompletionchunkchoice" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatCompletionChunk</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionChunkChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Choices</code> <a href="../llama.types.chatcompletionchunkchoice/">ChatCompletionChunkChoice[]</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalschatcompletionchunk"><strong>Equals(ChatCompletionChunk)</strong><a class="headerlink" href="#equalschatcompletionchunk" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ChatCompletionChunk</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ChatCompletionChunk</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionChunk</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatCompletionChunk</a><br></p>
+<h3 id="deconstructstring-string-string-int32-chatcompletionchunkchoice"><strong>Deconstruct(String&amp;, String&amp;, String&amp;, Int32&amp;, ChatCompletionChunkChoice[]&amp;)</strong><a class="headerlink" href="#deconstructstring-string-string-int32-chatcompletionchunkchoice" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionChunkChoice</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Choices</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Choices</code> <a href="./llama.types.chatcompletionchunkchoice&amp;.md">ChatCompletionChunkChoice[]&amp;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
+    </a>
+  
+</div>
+      
+    </div>
+  </div>
+</footer>
+      
+    </div>
+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
+    
+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/xmldocs/llama.types.chatcompletionchunkchoice/index.html b/0.11.1/xmldocs/llama.types.chatcompletionchunkchoice/index.html
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--- /dev/null
+++ b/0.11.1/xmldocs/llama.types.chatcompletionchunkchoice/index.html
@@ -0,0 +1,3443 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      
+        <link rel="prev" href="../llama.types.chatcompletionchunk/">
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+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
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+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
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+    <li class="md-nav__item">
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+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
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+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
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+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
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+        llama.abstractions.ihistorytransform
+      </a>
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+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
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+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
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+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
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+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
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+  
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+            
+          
+            
+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
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+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatcompletionchunkchoice
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatcompletionchunkchoice
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#delta" class="md-nav__link">
+    Delta
+  </a>
+  
+    <nav class="md-nav" aria-label="Delta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#finishreason" class="md-nav__link">
+    FinishReason
+  </a>
+  
+    <nav class="md-nav" aria-label="FinishReason">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchunkchoiceint32-chatcompletionchunkdelta-string" class="md-nav__link">
+    ChatCompletionChunkChoice(Int32, ChatCompletionChunkDelta, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChunkChoice(Int32, ChatCompletionChunkDelta, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchunkchoice" class="md-nav__link">
+    Equals(ChatCompletionChunkChoice)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChunkChoice)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-chatcompletionchunkdelta-string" class="md-nav__link">
+    Deconstruct(Int32&amp;, ChatCompletionChunkDelta&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, ChatCompletionChunkDelta&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#delta" class="md-nav__link">
+    Delta
+  </a>
+  
+    <nav class="md-nav" aria-label="Delta">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#finishreason" class="md-nav__link">
+    FinishReason
+  </a>
+  
+    <nav class="md-nav" aria-label="FinishReason">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchunkchoiceint32-chatcompletionchunkdelta-string" class="md-nav__link">
+    ChatCompletionChunkChoice(Int32, ChatCompletionChunkDelta, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChunkChoice(Int32, ChatCompletionChunkDelta, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchunkchoice" class="md-nav__link">
+    Equals(ChatCompletionChunkChoice)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChunkChoice)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-chatcompletionchunkdelta-string" class="md-nav__link">
+    Deconstruct(Int32&amp;, ChatCompletionChunkDelta&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, ChatCompletionChunkDelta&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatcompletionchunkchoice">ChatCompletionChunkChoice<a class="headerlink" href="#chatcompletionchunkchoice" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatCompletionChunkChoice</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">ChatCompletionChunkChoice</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatCompletionChunkChoice</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ChatCompletionChunkChoice&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="index"><strong>Index</strong><a class="headerlink" href="#index" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="delta"><strong>Delta</strong><a class="headerlink" href="#delta" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionChunkDelta</span><span class="w"> </span><span class="n">Delta</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="../llama.types.chatcompletionchunkdelta/">ChatCompletionChunkDelta</a><br></p>
+<h3 id="finishreason"><strong>FinishReason</strong><a class="headerlink" href="#finishreason" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">FinishReason</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatcompletionchunkchoiceint32-chatcompletionchunkdelta-string"><strong>ChatCompletionChunkChoice(Int32, ChatCompletionChunkDelta, String)</strong><a class="headerlink" href="#chatcompletionchunkchoiceint32-chatcompletionchunkdelta-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatCompletionChunkChoice</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionChunkDelta</span><span class="w"> </span><span class="n">Delta</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">FinishReason</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Delta</code> <a href="../llama.types.chatcompletionchunkdelta/">ChatCompletionChunkDelta</a><br></p>
+<p><code>FinishReason</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalschatcompletionchunkchoice"><strong>Equals(ChatCompletionChunkChoice)</strong><a class="headerlink" href="#equalschatcompletionchunkchoice" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ChatCompletionChunkChoice</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ChatCompletionChunkChoice</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionChunkChoice</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatCompletionChunkChoice</a><br></p>
+<h3 id="deconstructint32-chatcompletionchunkdelta-string"><strong>Deconstruct(Int32&amp;, ChatCompletionChunkDelta&amp;, String&amp;)</strong><a class="headerlink" href="#deconstructint32-chatcompletionchunkdelta-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="n">ChatCompletionChunkDelta</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Delta</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">FinishReason</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Delta</code> <a href="./llama.types.chatcompletionchunkdelta&amp;.md">ChatCompletionChunkDelta&amp;</a><br></p>
+<p><code>FinishReason</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatcompletionchunkdelta
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatcompletionchunkdelta
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#role" class="md-nav__link">
+    Role
+  </a>
+  
+    <nav class="md-nav" aria-label="Role">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#content" class="md-nav__link">
+    Content
+  </a>
+  
+    <nav class="md-nav" aria-label="Content">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchunkdeltastring-string" class="md-nav__link">
+    ChatCompletionChunkDelta(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChunkDelta(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchunkdelta" class="md-nav__link">
+    Equals(ChatCompletionChunkDelta)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChunkDelta)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#role" class="md-nav__link">
+    Role
+  </a>
+  
+    <nav class="md-nav" aria-label="Role">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#content" class="md-nav__link">
+    Content
+  </a>
+  
+    <nav class="md-nav" aria-label="Content">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionchunkdeltastring-string" class="md-nav__link">
+    ChatCompletionChunkDelta(String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionChunkDelta(String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionchunkdelta" class="md-nav__link">
+    Equals(ChatCompletionChunkDelta)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionChunkDelta)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatcompletionchunkdelta">ChatCompletionChunkDelta<a class="headerlink" href="#chatcompletionchunkdelta" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatCompletionChunkDelta</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">ChatCompletionChunkDelta</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatCompletionChunkDelta</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ChatCompletionChunkDelta&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="role"><strong>Role</strong><a class="headerlink" href="#role" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Role</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="content"><strong>Content</strong><a class="headerlink" href="#content" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Content</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatcompletionchunkdeltastring-string"><strong>ChatCompletionChunkDelta(String, String)</strong><a class="headerlink" href="#chatcompletionchunkdeltastring-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatCompletionChunkDelta</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Role</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Role</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalschatcompletionchunkdelta"><strong>Equals(ChatCompletionChunkDelta)</strong><a class="headerlink" href="#equalschatcompletionchunkdelta" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ChatCompletionChunkDelta</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ChatCompletionChunkDelta</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionChunkDelta</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatCompletionChunkDelta</a><br></p>
+<h3 id="deconstructstring-string"><strong>Deconstruct(String&amp;, String&amp;)</strong><a class="headerlink" href="#deconstructstring-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Role</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Content</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Role</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
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+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatcompletionmessage
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatcompletionmessage
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#role" class="md-nav__link">
+    Role
+  </a>
+  
+    <nav class="md-nav" aria-label="Role">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#content" class="md-nav__link">
+    Content
+  </a>
+  
+    <nav class="md-nav" aria-label="Content">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionmessagechatrole-string-string" class="md-nav__link">
+    ChatCompletionMessage(ChatRole, String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionMessage(ChatRole, String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionmessage" class="md-nav__link">
+    Equals(ChatCompletionMessage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionMessage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructchatrole-string-string" class="md-nav__link">
+    Deconstruct(ChatRole&amp;, String&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(ChatRole&, String&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#role" class="md-nav__link">
+    Role
+  </a>
+  
+    <nav class="md-nav" aria-label="Role">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#content" class="md-nav__link">
+    Content
+  </a>
+  
+    <nav class="md-nav" aria-label="Content">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#name" class="md-nav__link">
+    Name
+  </a>
+  
+    <nav class="md-nav" aria-label="Name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatcompletionmessagechatrole-string-string" class="md-nav__link">
+    ChatCompletionMessage(ChatRole, String, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatCompletionMessage(ChatRole, String, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatcompletionmessage" class="md-nav__link">
+    Equals(ChatCompletionMessage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatCompletionMessage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructchatrole-string-string" class="md-nav__link">
+    Deconstruct(ChatRole&amp;, String&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(ChatRole&, String&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatcompletionmessage">ChatCompletionMessage<a class="headerlink" href="#chatcompletionmessage" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatCompletionMessage</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">ChatCompletionMessage</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatCompletionMessage</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ChatCompletionMessage&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="role"><strong>Role</strong><a class="headerlink" href="#role" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatRole</span><span class="w"> </span><span class="n">Role</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.types.chatrole/">ChatRole</a><br></p>
+<h3 id="content"><strong>Content</strong><a class="headerlink" href="#content" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Content</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="name"><strong>Name</strong><a class="headerlink" href="#name" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Name</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatcompletionmessagechatrole-string-string"><strong>ChatCompletionMessage(ChatRole, String, String)</strong><a class="headerlink" href="#chatcompletionmessagechatrole-string-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatCompletionMessage</span><span class="p">(</span><span class="n">ChatRole</span><span class="w"> </span><span class="n">Role</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Content</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Name</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Role</code> <a href="../llama.types.chatrole/">ChatRole</a><br></p>
+<p><code>Content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Name</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalschatcompletionmessage"><strong>Equals(ChatCompletionMessage)</strong><a class="headerlink" href="#equalschatcompletionmessage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ChatCompletionMessage</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ChatCompletionMessage</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionMessage</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatCompletionMessage</a><br></p>
+<h3 id="deconstructchatrole-string-string"><strong>Deconstruct(ChatRole&amp;, String&amp;, String&amp;)</strong><a class="headerlink" href="#deconstructchatrole-string-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">ChatRole</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Role</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Content</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Name</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Role</code> <a href="./llama.types.chatrole&amp;.md">ChatRole&amp;</a><br></p>
+<p><code>Content</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Name</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatmessagerecord
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatmessagerecord
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#time" class="md-nav__link">
+    Time
+  </a>
+  
+    <nav class="md-nav" aria-label="Time">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatmessagerecordchatcompletionmessage-datetime" class="md-nav__link">
+    ChatMessageRecord(ChatCompletionMessage, DateTime)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatMessageRecord(ChatCompletionMessage, DateTime)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatmessagerecord" class="md-nav__link">
+    Equals(ChatMessageRecord)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatMessageRecord)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructchatcompletionmessage-datetime" class="md-nav__link">
+    Deconstruct(ChatCompletionMessage&amp;, DateTime&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(ChatCompletionMessage&, DateTime&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#message" class="md-nav__link">
+    Message
+  </a>
+  
+    <nav class="md-nav" aria-label="Message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#time" class="md-nav__link">
+    Time
+  </a>
+  
+    <nav class="md-nav" aria-label="Time">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#chatmessagerecordchatcompletionmessage-datetime" class="md-nav__link">
+    ChatMessageRecord(ChatCompletionMessage, DateTime)
+  </a>
+  
+    <nav class="md-nav" aria-label="ChatMessageRecord(ChatCompletionMessage, DateTime)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalschatmessagerecord" class="md-nav__link">
+    Equals(ChatMessageRecord)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(ChatMessageRecord)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructchatcompletionmessage-datetime" class="md-nav__link">
+    Deconstruct(ChatCompletionMessage&amp;, DateTime&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(ChatCompletionMessage&, DateTime&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatmessagerecord">ChatMessageRecord<a class="headerlink" href="#chatmessagerecord" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">ChatMessageRecord</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">ChatMessageRecord</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">ChatMessageRecord</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;ChatMessageRecord&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="message"><strong>Message</strong><a class="headerlink" href="#message" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatCompletionMessage</span><span class="w"> </span><span class="n">Message</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="../llama.types.chatcompletionmessage/">ChatCompletionMessage</a><br></p>
+<h3 id="time"><strong>Time</strong><a class="headerlink" href="#time" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">DateTime</span><span class="w"> </span><span class="n">Time</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.datetime">DateTime</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="chatmessagerecordchatcompletionmessage-datetime"><strong>ChatMessageRecord(ChatCompletionMessage, DateTime)</strong><a class="headerlink" href="#chatmessagerecordchatcompletionmessage-datetime" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">ChatMessageRecord</span><span class="p">(</span><span class="n">ChatCompletionMessage</span><span class="w"> </span><span class="n">Message</span><span class="p">,</span><span class="w"> </span><span class="n">DateTime</span><span class="w"> </span><span class="n">Time</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Message</code> <a href="../llama.types.chatcompletionmessage/">ChatCompletionMessage</a><br></p>
+<p><code>Time</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.datetime">DateTime</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalschatmessagerecord"><strong>Equals(ChatMessageRecord)</strong><a class="headerlink" href="#equalschatmessagerecord" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">ChatMessageRecord</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">ChatMessageRecord</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">ChatMessageRecord</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">ChatMessageRecord</a><br></p>
+<h3 id="deconstructchatcompletionmessage-datetime"><strong>Deconstruct(ChatCompletionMessage&amp;, DateTime&amp;)</strong><a class="headerlink" href="#deconstructchatcompletionmessage-datetime" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">ChatCompletionMessage</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Message</span><span class="p">,</span><span class="w"> </span><span class="n">DateTime</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Time</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Message</code> <a href="./llama.types.chatcompletionmessage&amp;.md">ChatCompletionMessage&amp;</a><br></p>
+<p><code>Time</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.datetime&amp;">DateTime&amp;</a><br></p>
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
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+  
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.chatrole
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.chatrole
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#fields" class="md-nav__link">
+    Fields
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="chatrole">ChatRole<a class="headerlink" href="#chatrole" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">enum</span><span class="w"> </span><span class="n">ChatRole</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.valuetype">ValueType</a> → <a href="https://docs.microsoft.com/en-us/dotnet/api/system.enum">Enum</a> → <a href="./">ChatRole</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.icomparable">IComparable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iformattable">IFormattable</a>, <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iconvertible">IConvertible</a></p>
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new file mode 100644
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.completion
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.completion
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usage" class="md-nav__link">
+    Usage
+  </a>
+  
+    <nav class="md-nav" aria-label="Usage">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionstring-string-int32-string-completionchoice-completionusage" class="md-nav__link">
+    Completion(String, String, Int32, String, CompletionChoice[], CompletionUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Completion(String, String, Int32, String, CompletionChoice[], CompletionUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletion" class="md-nav__link">
+    Equals(Completion)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Completion)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-int32-string-completionchoice-completionusage" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, CompletionChoice[]&amp;, CompletionUsage&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, Int32&, String&, CompletionChoice[]&, CompletionUsage&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usage" class="md-nav__link">
+    Usage
+  </a>
+  
+    <nav class="md-nav" aria-label="Usage">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_5" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionstring-string-int32-string-completionchoice-completionusage" class="md-nav__link">
+    Completion(String, String, Int32, String, CompletionChoice[], CompletionUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Completion(String, String, Int32, String, CompletionChoice[], CompletionUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletion" class="md-nav__link">
+    Equals(Completion)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Completion)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-int32-string-completionchoice-completionusage" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, CompletionChoice[]&amp;, CompletionUsage&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, Int32&, String&, CompletionChoice[]&, CompletionUsage&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="completion">Completion<a class="headerlink" href="#completion" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Completion</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">Completion</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">Completion</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;Completion&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="id"><strong>Id</strong><a class="headerlink" href="#id" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="object"><strong>Object</strong><a class="headerlink" href="#object" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="created"><strong>Created</strong><a class="headerlink" href="#created" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="model"><strong>Model</strong><a class="headerlink" href="#model" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="choices"><strong>Choices</strong><a class="headerlink" href="#choices" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="../llama.types.completionchoice/">CompletionChoice[]</a><br></p>
+<h3 id="usage"><strong>Usage</strong><a class="headerlink" href="#usage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionUsage</span><span class="w"> </span><span class="n">Usage</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_5">Property Value<a class="headerlink" href="#property-value_5" title="Permanent link"></a></h4>
+<p><a href="../llama.types.completionusage/">CompletionUsage</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="completionstring-string-int32-string-completionchoice-completionusage"><strong>Completion(String, String, Int32, String, CompletionChoice[], CompletionUsage)</strong><a class="headerlink" href="#completionstring-string-int32-string-completionchoice-completionusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">Completion</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionUsage</span><span class="w"> </span><span class="n">Usage</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Choices</code> <a href="../llama.types.completionchoice/">CompletionChoice[]</a><br></p>
+<p><code>Usage</code> <a href="../llama.types.completionusage/">CompletionUsage</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalscompletion"><strong>Equals(Completion)</strong><a class="headerlink" href="#equalscompletion" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">Completion</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">Completion</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Completion</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">Completion</a><br></p>
+<h3 id="deconstructstring-string-int32-string-completionchoice-completionusage"><strong>Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, CompletionChoice[]&amp;, CompletionUsage&amp;)</strong><a class="headerlink" href="#deconstructstring-string-int32-string-completionchoice-completionusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionChoice</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Choices</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionUsage</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Usage</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Choices</code> <a href="./llama.types.completionchoice&amp;.md">CompletionChoice[]&amp;</a><br></p>
+<p><code>Usage</code> <a href="./llama.types.completionusage&amp;.md">CompletionUsage&amp;</a><br></p>
+
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+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
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+          
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
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+          
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
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+      
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+          API Reference
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+          
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+      <a href="../" class="md-nav__link">
+        index
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
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+  
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+            
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.completionchoice
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.completionchoice
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#text" class="md-nav__link">
+    Text
+  </a>
+  
+    <nav class="md-nav" aria-label="Text">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logprobs" class="md-nav__link">
+    Logprobs
+  </a>
+  
+    <nav class="md-nav" aria-label="Logprobs">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#finishreason" class="md-nav__link">
+    FinishReason
+  </a>
+  
+    <nav class="md-nav" aria-label="FinishReason">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionchoicestring-int32-completionlogprobs-string" class="md-nav__link">
+    CompletionChoice(String, Int32, CompletionLogprobs, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionChoice(String, Int32, CompletionLogprobs, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionchoice" class="md-nav__link">
+    Equals(CompletionChoice)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionChoice)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-int32-completionlogprobs-string" class="md-nav__link">
+    Deconstruct(String&amp;, Int32&amp;, CompletionLogprobs&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, Int32&, CompletionLogprobs&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#text" class="md-nav__link">
+    Text
+  </a>
+  
+    <nav class="md-nav" aria-label="Text">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#logprobs" class="md-nav__link">
+    Logprobs
+  </a>
+  
+    <nav class="md-nav" aria-label="Logprobs">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#finishreason" class="md-nav__link">
+    FinishReason
+  </a>
+  
+    <nav class="md-nav" aria-label="FinishReason">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionchoicestring-int32-completionlogprobs-string" class="md-nav__link">
+    CompletionChoice(String, Int32, CompletionLogprobs, String)
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionChoice(String, Int32, CompletionLogprobs, String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionchoice" class="md-nav__link">
+    Equals(CompletionChoice)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionChoice)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-int32-completionlogprobs-string" class="md-nav__link">
+    Deconstruct(String&amp;, Int32&amp;, CompletionLogprobs&amp;, String&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, Int32&, CompletionLogprobs&, String&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="completionchoice">CompletionChoice<a class="headerlink" href="#completionchoice" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CompletionChoice</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">CompletionChoice</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">CompletionChoice</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;CompletionChoice&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="text"><strong>Text</strong><a class="headerlink" href="#text" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Text</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="index"><strong>Index</strong><a class="headerlink" href="#index" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="logprobs"><strong>Logprobs</strong><a class="headerlink" href="#logprobs" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionLogprobs</span><span class="w"> </span><span class="n">Logprobs</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="../llama.types.completionlogprobs/">CompletionLogprobs</a><br></p>
+<h3 id="finishreason"><strong>FinishReason</strong><a class="headerlink" href="#finishreason" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">FinishReason</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="completionchoicestring-int32-completionlogprobs-string"><strong>CompletionChoice(String, Int32, CompletionLogprobs, String)</strong><a class="headerlink" href="#completionchoicestring-int32-completionlogprobs-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">CompletionChoice</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Text</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionLogprobs</span><span class="w"> </span><span class="n">Logprobs</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">FinishReason</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Logprobs</code> <a href="../llama.types.completionlogprobs/">CompletionLogprobs</a><br></p>
+<p><code>FinishReason</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalscompletionchoice"><strong>Equals(CompletionChoice)</strong><a class="headerlink" href="#equalscompletionchoice" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">CompletionChoice</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">CompletionChoice</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionChoice</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">CompletionChoice</a><br></p>
+<h3 id="deconstructstring-int32-completionlogprobs-string"><strong>Deconstruct(String&amp;, Int32&amp;, CompletionLogprobs&amp;, String&amp;)</strong><a class="headerlink" href="#deconstructstring-int32-completionlogprobs-string" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Text</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionLogprobs</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Logprobs</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">FinishReason</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Text</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Logprobs</code> <a href="./llama.types.completionlogprobs&amp;.md">CompletionLogprobs&amp;</a><br></p>
+<p><code>FinishReason</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+
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+    
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
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+            
+          
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
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+            
+          
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
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+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
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+  
+  
+    <li class="md-nav__item">
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+        Coding assistant
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+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+          
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+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
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+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
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+          
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+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
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+        Stateless executor
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.completionchunk
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.completionchunk
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionchunkstring-string-int32-string-completionchoice" class="md-nav__link">
+    CompletionChunk(String, String, Int32, String, CompletionChoice[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionChunk(String, String, Int32, String, CompletionChoice[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionchunk" class="md-nav__link">
+    Equals(CompletionChunk)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionChunk)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-int32-string-completionchoice" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, CompletionChoice[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, Int32&, String&, CompletionChoice[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#id" class="md-nav__link">
+    Id
+  </a>
+  
+    <nav class="md-nav" aria-label="Id">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#created" class="md-nav__link">
+    Created
+  </a>
+  
+    <nav class="md-nav" aria-label="Created">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#choices" class="md-nav__link">
+    Choices
+  </a>
+  
+    <nav class="md-nav" aria-label="Choices">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_4" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionchunkstring-string-int32-string-completionchoice" class="md-nav__link">
+    CompletionChunk(String, String, Int32, String, CompletionChoice[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionChunk(String, String, Int32, String, CompletionChoice[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionchunk" class="md-nav__link">
+    Equals(CompletionChunk)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionChunk)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-int32-string-completionchoice" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, CompletionChoice[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, Int32&, String&, CompletionChoice[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="completionchunk">CompletionChunk<a class="headerlink" href="#completionchunk" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CompletionChunk</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">CompletionChunk</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">CompletionChunk</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;CompletionChunk&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="id"><strong>Id</strong><a class="headerlink" href="#id" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="object"><strong>Object</strong><a class="headerlink" href="#object" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="created"><strong>Created</strong><a class="headerlink" href="#created" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="model"><strong>Model</strong><a class="headerlink" href="#model" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="choices"><strong>Choices</strong><a class="headerlink" href="#choices" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_4">Property Value<a class="headerlink" href="#property-value_4" title="Permanent link"></a></h4>
+<p><a href="../llama.types.completionchoice/">CompletionChoice[]</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="completionchunkstring-string-int32-string-completionchoice"><strong>CompletionChunk(String, String, Int32, String, CompletionChoice[])</strong><a class="headerlink" href="#completionchunkstring-string-int32-string-completionchoice" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">CompletionChunk</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionChoice</span><span class="p">[]</span><span class="w"> </span><span class="n">Choices</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Choices</code> <a href="../llama.types.completionchoice/">CompletionChoice[]</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalscompletionchunk"><strong>Equals(CompletionChunk)</strong><a class="headerlink" href="#equalscompletionchunk" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">CompletionChunk</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">CompletionChunk</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionChunk</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">CompletionChunk</a><br></p>
+<h3 id="deconstructstring-string-int32-string-completionchoice"><strong>Deconstruct(String&amp;, String&amp;, Int32&amp;, String&amp;, CompletionChoice[]&amp;)</strong><a class="headerlink" href="#deconstructstring-string-int32-string-completionchoice" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Id</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Created</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">CompletionChoice</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Choices</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Id</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Created</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Choices</code> <a href="./llama.types.completionchoice&amp;.md">CompletionChoice[]&amp;</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.types.completionlogprobs/index.html b/0.11.1/xmldocs/llama.types.completionlogprobs/index.html
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+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
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+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
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+  
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+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
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+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
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+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
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+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.completionlogprobs
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.completionlogprobs
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#textoffset" class="md-nav__link">
+    TextOffset
+  </a>
+  
+    <nav class="md-nav" aria-label="TextOffset">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenlogprobs" class="md-nav__link">
+    TokenLogProbs
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenLogProbs">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokens" class="md-nav__link">
+    Tokens
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#toplogprobs" class="md-nav__link">
+    TopLogprobs
+  </a>
+  
+    <nav class="md-nav" aria-label="TopLogprobs">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionlogprobsint32-single-string-dictionary2" class="md-nav__link">
+    CompletionLogprobs(Int32[], Single[], String[], Dictionary`2[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionLogprobs(Int32[], Single[], String[], Dictionary`2[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionlogprobs" class="md-nav__link">
+    Equals(CompletionLogprobs)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionLogprobs)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-single-string-dictionary2" class="md-nav__link">
+    Deconstruct(Int32[]&amp;, Single[]&amp;, String[]&amp;, Dictionary`2[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32[]&, Single[]&, String[]&, Dictionary`2[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#textoffset" class="md-nav__link">
+    TextOffset
+  </a>
+  
+    <nav class="md-nav" aria-label="TextOffset">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokenlogprobs" class="md-nav__link">
+    TokenLogProbs
+  </a>
+  
+    <nav class="md-nav" aria-label="TokenLogProbs">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tokens" class="md-nav__link">
+    Tokens
+  </a>
+  
+    <nav class="md-nav" aria-label="Tokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#toplogprobs" class="md-nav__link">
+    TopLogprobs
+  </a>
+  
+    <nav class="md-nav" aria-label="TopLogprobs">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionlogprobsint32-single-string-dictionary2" class="md-nav__link">
+    CompletionLogprobs(Int32[], Single[], String[], Dictionary`2[])
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionLogprobs(Int32[], Single[], String[], Dictionary`2[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionlogprobs" class="md-nav__link">
+    Equals(CompletionLogprobs)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionLogprobs)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-single-string-dictionary2" class="md-nav__link">
+    Deconstruct(Int32[]&amp;, Single[]&amp;, String[]&amp;, Dictionary`2[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32[]&, Single[]&, String[]&, Dictionary`2[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="completionlogprobs">CompletionLogprobs<a class="headerlink" href="#completionlogprobs" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CompletionLogprobs</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">CompletionLogprobs</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">CompletionLogprobs</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;CompletionLogprobs&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="textoffset"><strong>TextOffset</strong><a class="headerlink" href="#textoffset" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Int32</span><span class="p">[]</span><span class="w"> </span><span class="n">TextOffset</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
+<h3 id="tokenlogprobs"><strong>TokenLogProbs</strong><a class="headerlink" href="#tokenlogprobs" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="w"> </span><span class="n">TokenLogProbs</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
+<h3 id="tokens"><strong>Tokens</strong><a class="headerlink" href="#tokens" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">Tokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+<h3 id="toplogprobs"><strong>TopLogprobs</strong><a class="headerlink" href="#toplogprobs" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Dictionary</span><span class="err">`</span><span class="m">2</span><span class="p">[]</span><span class="w"> </span><span class="n">TopLogprobs</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary`2[]</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="completionlogprobsint32-single-string-dictionary2"><strong>CompletionLogprobs(Int32[], Single[], String[], Dictionary`2[])</strong><a class="headerlink" href="#completionlogprobsint32-single-string-dictionary2" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">CompletionLogprobs</span><span class="p">(</span><span class="n">Int32</span><span class="p">[]</span><span class="w"> </span><span class="n">TextOffset</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="w"> </span><span class="n">TokenLogProbs</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="p">[]</span><span class="w"> </span><span class="n">Tokens</span><span class="p">,</span><span class="w"> </span><span class="n">Dictionary</span><span class="err">`</span><span class="m">2</span><span class="p">[]</span><span class="w"> </span><span class="n">TopLogprobs</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>TextOffset</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32[]</a><br></p>
+<p><code>TokenLogProbs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
+<p><code>Tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String[]</a><br></p>
+<p><code>TopLogprobs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2">Dictionary`2[]</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalscompletionlogprobs"><strong>Equals(CompletionLogprobs)</strong><a class="headerlink" href="#equalscompletionlogprobs" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">CompletionLogprobs</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">CompletionLogprobs</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionLogprobs</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">CompletionLogprobs</a><br></p>
+<h3 id="deconstructint32-single-string-dictionary2"><strong>Deconstruct(Int32[]&amp;, Single[]&amp;, String[]&amp;, Dictionary`2[]&amp;)</strong><a class="headerlink" href="#deconstructint32-single-string-dictionary2" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">Int32</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">TextOffset</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">TokenLogProbs</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Tokens</span><span class="p">,</span><span class="w"> </span><span class="n">Dictionary</span><span class="err">`</span><span class="m">2</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">TopLogprobs</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>TextOffset</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32[]&amp;</a><br></p>
+<p><code>TokenLogProbs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single[]&amp;</a><br></p>
+<p><code>Tokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String[]&amp;</a><br></p>
+<p><code>TopLogprobs</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.collections.generic.dictionary-2&amp;">Dictionary`2[]&amp;</a><br></p>
+
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+
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diff --git a/0.11.1/xmldocs/llama.types.completionusage/index.html b/0.11.1/xmldocs/llama.types.completionusage/index.html
new file mode 100644
index 00000000..18fdbcb6
--- /dev/null
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@@ -0,0 +1,3443 @@
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+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.completionusage
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.completionusage
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#prompttokens" class="md-nav__link">
+    PromptTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="PromptTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#completiontokens" class="md-nav__link">
+    CompletionTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#totaltokens" class="md-nav__link">
+    TotalTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="TotalTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionusageint32-int32-int32" class="md-nav__link">
+    CompletionUsage(Int32, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionUsage(Int32, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionusage" class="md-nav__link">
+    Equals(CompletionUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-int32-int32" class="md-nav__link">
+    Deconstruct(Int32&amp;, Int32&amp;, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, Int32&, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#prompttokens" class="md-nav__link">
+    PromptTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="PromptTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#completiontokens" class="md-nav__link">
+    CompletionTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#totaltokens" class="md-nav__link">
+    TotalTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="TotalTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#completionusageint32-int32-int32" class="md-nav__link">
+    CompletionUsage(Int32, Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="CompletionUsage(Int32, Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalscompletionusage" class="md-nav__link">
+    Equals(CompletionUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(CompletionUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-int32-int32" class="md-nav__link">
+    Deconstruct(Int32&amp;, Int32&amp;, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, Int32&, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="completionusage">CompletionUsage<a class="headerlink" href="#completionusage" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">CompletionUsage</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">CompletionUsage</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">CompletionUsage</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;CompletionUsage&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="prompttokens"><strong>PromptTokens</strong><a class="headerlink" href="#prompttokens" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">PromptTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="completiontokens"><strong>CompletionTokens</strong><a class="headerlink" href="#completiontokens" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">CompletionTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="totaltokens"><strong>TotalTokens</strong><a class="headerlink" href="#totaltokens" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TotalTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="completionusageint32-int32-int32"><strong>CompletionUsage(Int32, Int32, Int32)</strong><a class="headerlink" href="#completionusageint32-int32-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">CompletionUsage</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">PromptTokens</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">CompletionTokens</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TotalTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>PromptTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>CompletionTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>TotalTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalscompletionusage"><strong>Equals(CompletionUsage)</strong><a class="headerlink" href="#equalscompletionusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">CompletionUsage</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">CompletionUsage</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">CompletionUsage</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">CompletionUsage</a><br></p>
+<h3 id="deconstructint32-int32-int32"><strong>Deconstruct(Int32&amp;, Int32&amp;, Int32&amp;)</strong><a class="headerlink" href="#deconstructint32-int32-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">PromptTokens</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">CompletionTokens</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">TotalTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>PromptTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>CompletionTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>TotalTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+
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diff --git a/0.11.1/xmldocs/llama.types.embedding/index.html b/0.11.1/xmldocs/llama.types.embedding/index.html
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+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../.." class="md-nav__link">
+        Overview
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../QuickStart/" class="md-nav__link">
+        Quick Start
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Architecture/" class="md-nav__link">
+        Architecture
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../FAQ/" class="md-nav__link">
+        FAQ
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../ContributingGuide/" class="md-nav__link">
+        Contributing Guide
+      </a>
+    </li>
+  
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+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_6" >
+      
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+        <label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
+          Tutorials
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
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+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          Tutorials
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/NativeLibraryConfig/" class="md-nav__link">
+        Customize the native library loading
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Executors/" class="md-nav__link">
+        Use executors
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/ChatSession/" class="md-nav__link">
+        Use ChatSession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/UnderstandLLamaContext/" class="md-nav__link">
+        Understand LLamaContext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Tutorials/Quantization/" class="md-nav__link">
+        Quantize the model
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
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+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_7" >
+      
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+        <label class="md-nav__link" for="__nav_7" id="__nav_7_label" tabindex="0">
+          Integrations
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_7_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_7">
+          <span class="md-nav__icon md-icon"></span>
+          Integrations
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/semantic-kernel/" class="md-nav__link">
+        semantic-kernel integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/kernel-memory/" class="md-nav__link">
+        kernel-memory integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/BotSharp.md" class="md-nav__link">
+        BotSharp integration
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+    
+    <li class="md-nav__item md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_8" >
+      
+      
+      
+        <label class="md-nav__link" for="__nav_8" id="__nav_8_label" tabindex="0">
+          Examples
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_8_label" aria-expanded="false">
+        <label class="md-nav__title" for="__nav_8">
+          <span class="md-nav__icon md-icon"></span>
+          Examples
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+  
+    
+    <li class="md-nav__item md-nav__item--active md-nav__item--nested">
+      
+      
+      
+      
+      <input class="md-nav__toggle md-toggle " type="checkbox" id="__nav_9" checked>
+      
+      
+      
+        <label class="md-nav__link" for="__nav_9" id="__nav_9_label" tabindex="0">
+          API Reference
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <nav class="md-nav" data-md-level="1" aria-labelledby="__nav_9_label" aria-expanded="true">
+        <label class="md-nav__title" for="__nav_9">
+          <span class="md-nav__icon md-icon"></span>
+          API Reference
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../" class="md-nav__link">
+        index
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.adaptercollection/" class="md-nav__link">
+        llama.abstractions.adaptercollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.icontextparams/" class="md-nav__link">
+        llama.abstractions.icontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.iinferenceparams/" class="md-nav__link">
+        llama.abstractions.iinferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.embedding
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.embedding
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usage" class="md-nav__link">
+    Usage
+  </a>
+  
+    <nav class="md-nav" aria-label="Usage">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embeddingstring-string-embeddingdata-embeddingusage" class="md-nav__link">
+    Embedding(String, String, EmbeddingData[], EmbeddingUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Embedding(String, String, EmbeddingData[], EmbeddingUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsembedding" class="md-nav__link">
+    Equals(Embedding)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Embedding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-embeddingdata-embeddingusage" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, EmbeddingData[]&amp;, EmbeddingUsage&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, EmbeddingData[]&, EmbeddingUsage&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#model" class="md-nav__link">
+    Model
+  </a>
+  
+    <nav class="md-nav" aria-label="Model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data" class="md-nav__link">
+    Data
+  </a>
+  
+    <nav class="md-nav" aria-label="Data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#usage" class="md-nav__link">
+    Usage
+  </a>
+  
+    <nav class="md-nav" aria-label="Usage">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_3" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embeddingstring-string-embeddingdata-embeddingusage" class="md-nav__link">
+    Embedding(String, String, EmbeddingData[], EmbeddingUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Embedding(String, String, EmbeddingData[], EmbeddingUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsembedding" class="md-nav__link">
+    Equals(Embedding)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Embedding)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructstring-string-embeddingdata-embeddingusage" class="md-nav__link">
+    Deconstruct(String&amp;, String&amp;, EmbeddingData[]&amp;, EmbeddingUsage&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(String&, String&, EmbeddingData[]&, EmbeddingUsage&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="embedding">Embedding<a class="headerlink" href="#embedding" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Embedding</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">Embedding</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">Embedding</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;Embedding&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="object"><strong>Object</strong><a class="headerlink" href="#object" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="model"><strong>Model</strong><a class="headerlink" href="#model" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="data"><strong>Data</strong><a class="headerlink" href="#data" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">EmbeddingData</span><span class="p">[]</span><span class="w"> </span><span class="n">Data</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="../llama.types.embeddingdata/">EmbeddingData[]</a><br></p>
+<h3 id="usage"><strong>Usage</strong><a class="headerlink" href="#usage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">EmbeddingUsage</span><span class="w"> </span><span class="n">Usage</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_3">Property Value<a class="headerlink" href="#property-value_3" title="Permanent link"></a></h4>
+<p><a href="../llama.types.embeddingusage/">EmbeddingUsage</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="embeddingstring-string-embeddingdata-embeddingusage"><strong>Embedding(String, String, EmbeddingData[], EmbeddingUsage)</strong><a class="headerlink" href="#embeddingstring-string-embeddingdata-embeddingusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">Embedding</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">EmbeddingData</span><span class="p">[]</span><span class="w"> </span><span class="n">Data</span><span class="p">,</span><span class="w"> </span><span class="n">EmbeddingUsage</span><span class="w"> </span><span class="n">Usage</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Data</code> <a href="../llama.types.embeddingdata/">EmbeddingData[]</a><br></p>
+<p><code>Usage</code> <a href="../llama.types.embeddingusage/">EmbeddingUsage</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsembedding"><strong>Equals(Embedding)</strong><a class="headerlink" href="#equalsembedding" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">Embedding</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">Embedding</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Embedding</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">Embedding</a><br></p>
+<h3 id="deconstructstring-string-embeddingdata-embeddingusage"><strong>Deconstruct(String&amp;, String&amp;, EmbeddingData[]&amp;, EmbeddingUsage&amp;)</strong><a class="headerlink" href="#deconstructstring-string-embeddingdata-embeddingusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Model</span><span class="p">,</span><span class="w"> </span><span class="n">EmbeddingData</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Data</span><span class="p">,</span><span class="w"> </span><span class="n">EmbeddingUsage</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Usage</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Model</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Data</code> <a href="./llama.types.embeddingdata&amp;.md">EmbeddingData[]&amp;</a><br></p>
+<p><code>Usage</code> <a href="./llama.types.embeddingusage&amp;.md">EmbeddingUsage&amp;</a><br></p>
+
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+        Langchain integration
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
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+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
+  
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+              
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+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+  
+    <li class="md-nav__item">
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+        Talk to yourself
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+        llama.abstractions.ihistorytransform
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.embeddingdata
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.embeddingdata
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embedding" class="md-nav__link">
+    Embedding
+  </a>
+  
+    <nav class="md-nav" aria-label="Embedding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embeddingdataint32-string-single" class="md-nav__link">
+    EmbeddingData(Int32, String, Single[])
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingData(Int32, String, Single[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsembeddingdata" class="md-nav__link">
+    Equals(EmbeddingData)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(EmbeddingData)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-string-single" class="md-nav__link">
+    Deconstruct(Int32&amp;, String&amp;, Single[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, String&, Single[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#index" class="md-nav__link">
+    Index
+  </a>
+  
+    <nav class="md-nav" aria-label="Index">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#object" class="md-nav__link">
+    Object
+  </a>
+  
+    <nav class="md-nav" aria-label="Object">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#embedding" class="md-nav__link">
+    Embedding
+  </a>
+  
+    <nav class="md-nav" aria-label="Embedding">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_2" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embeddingdataint32-string-single" class="md-nav__link">
+    EmbeddingData(Int32, String, Single[])
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingData(Int32, String, Single[])">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsembeddingdata" class="md-nav__link">
+    Equals(EmbeddingData)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(EmbeddingData)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-string-single" class="md-nav__link">
+    Deconstruct(Int32&amp;, String&amp;, Single[]&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, String&, Single[]&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="embeddingdata">EmbeddingData<a class="headerlink" href="#embeddingdata" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">EmbeddingData</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">EmbeddingData</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">EmbeddingData</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;EmbeddingData&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="index"><strong>Index</strong><a class="headerlink" href="#index" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="object"><strong>Object</strong><a class="headerlink" href="#object" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="embedding"><strong>Embedding</strong><a class="headerlink" href="#embedding" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="w"> </span><span class="n">Embedding</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_2">Property Value<a class="headerlink" href="#property-value_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="embeddingdataint32-string-single"><strong>EmbeddingData(Int32, String, Single[])</strong><a class="headerlink" href="#embeddingdataint32-string-single" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">EmbeddingData</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="w"> </span><span class="n">Embedding</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<p><code>Embedding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single">Single[]</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsembeddingdata"><strong>Equals(EmbeddingData)</strong><a class="headerlink" href="#equalsembeddingdata" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">EmbeddingData</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">EmbeddingData</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">EmbeddingData</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">EmbeddingData</a><br></p>
+<h3 id="deconstructint32-string-single"><strong>Deconstruct(Int32&amp;, String&amp;, Single[]&amp;)</strong><a class="headerlink" href="#deconstructint32-string-single" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Index</span><span class="p">,</span><span class="w"> </span><span class="n">String</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Object</span><span class="p">,</span><span class="w"> </span><span class="n">Single</span><span class="p">[]</span><span class="o">&amp;</span><span class="w"> </span><span class="n">Embedding</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>Index</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>Object</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string&amp;">String&amp;</a><br></p>
+<p><code>Embedding</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.single&amp;">Single[]&amp;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
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diff --git a/0.11.1/xmldocs/llama.types.embeddingusage/index.html b/0.11.1/xmldocs/llama.types.embeddingusage/index.html
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+    
+      
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+  
+    
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+      
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+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
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+        kernel-memory integration
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+        BotSharp integration
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+      <a href="../../Integrations/Langchain.md" class="md-nav__link">
+        Langchain integration
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+          
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+    </li>
+  
+
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+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/TalkToYourself/" class="md-nav__link">
+        Talk to yourself
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+      </nav>
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+        llama.abstractions.adaptercollection
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+      <a href="../llama.abstractions.ihistorytransform/" class="md-nav__link">
+        llama.abstractions.ihistorytransform
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaexecutor/" class="md-nav__link">
+        llama.abstractions.illamaexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          llama.types.embeddingusage
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        llama.types.embeddingusage
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#prompttokens" class="md-nav__link">
+    PromptTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="PromptTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#totaltokens" class="md-nav__link">
+    TotalTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="TotalTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embeddingusageint32-int32" class="md-nav__link">
+    EmbeddingUsage(Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingUsage(Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsembeddingusage" class="md-nav__link">
+    Equals(EmbeddingUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(EmbeddingUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-int32" class="md-nav__link">
+    Deconstruct(Int32&amp;, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../logger/" class="md-nav__link">
+        logger
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#prompttokens" class="md-nav__link">
+    PromptTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="PromptTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#totaltokens" class="md-nav__link">
+    TotalTokens
+  </a>
+  
+    <nav class="md-nav" aria-label="TotalTokens">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value_1" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#constructors" class="md-nav__link">
+    Constructors
+  </a>
+  
+    <nav class="md-nav" aria-label="Constructors">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#embeddingusageint32-int32" class="md-nav__link">
+    EmbeddingUsage(Int32, Int32)
+  </a>
+  
+    <nav class="md-nav" aria-label="EmbeddingUsage(Int32, Int32)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#tostring" class="md-nav__link">
+    ToString()
+  </a>
+  
+    <nav class="md-nav" aria-label="ToString()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#printmembersstringbuilder" class="md-nav__link">
+    PrintMembers(StringBuilder)
+  </a>
+  
+    <nav class="md-nav" aria-label="PrintMembers(StringBuilder)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_1" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#gethashcode" class="md-nav__link">
+    GetHashCode()
+  </a>
+  
+    <nav class="md-nav" aria-label="GetHashCode()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_2" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsobject" class="md-nav__link">
+    Equals(Object)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(Object)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_3" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#equalsembeddingusage" class="md-nav__link">
+    Equals(EmbeddingUsage)
+  </a>
+  
+    <nav class="md-nav" aria-label="Equals(EmbeddingUsage)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#returns_4" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#clone" class="md-nav__link">
+    &lt;Clone&gt;$()
+  </a>
+  
+    <nav class="md-nav" aria-label="<Clone>$()">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#returns_5" class="md-nav__link">
+    Returns
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#deconstructint32-int32" class="md-nav__link">
+    Deconstruct(Int32&amp;, Int32&amp;)
+  </a>
+  
+    <nav class="md-nav" aria-label="Deconstruct(Int32&, Int32&)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_4" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="embeddingusage">EmbeddingUsage<a class="headerlink" href="#embeddingusage" title="Permanent link"></a></h1>
+<p>Namespace: LLama.Types</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">EmbeddingUsage</span><span class="w"> </span><span class="p">:</span><span class="w"> </span><span class="n">System</span><span class="p">.</span><span class="n">IEquatable</span><span class="err">`</span><span class="m">1</span><span class="p">[[</span><span class="n">LLama</span><span class="p">.</span><span class="n">Types</span><span class="p">.</span><span class="n">EmbeddingUsage</span><span class="p">,</span><span class="w"> </span><span class="n">LLamaSharp</span><span class="p">,</span><span class="w"> </span><span class="n">Version</span><span class="o">=</span><span class="m">0.2</span><span class="p">.</span><span class="m">0.0</span><span class="p">,</span><span class="w"> </span><span class="n">Culture</span><span class="o">=</span><span class="n">neutral</span><span class="p">,</span><span class="w"> </span><span class="n">PublicKeyToken</span><span class="o">=</span><span class="k">null</span><span class="p">]]</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">EmbeddingUsage</a><br>
+Implements <a href="https://docs.microsoft.com/en-us/dotnet/api/system.iequatable-1">IEquatable&lt;EmbeddingUsage&gt;</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="prompttokens"><strong>PromptTokens</strong><a class="headerlink" href="#prompttokens" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">PromptTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="totaltokens"><strong>TotalTokens</strong><a class="headerlink" href="#totaltokens" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TotalTokens</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="k">set</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value_1">Property Value<a class="headerlink" href="#property-value_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="constructors">Constructors<a class="headerlink" href="#constructors" title="Permanent link"></a></h2>
+<h3 id="embeddingusageint32-int32"><strong>EmbeddingUsage(Int32, Int32)</strong><a class="headerlink" href="#embeddingusageint32-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="nf">EmbeddingUsage</span><span class="p">(</span><span class="kt">int</span><span class="w"> </span><span class="n">PromptTokens</span><span class="p">,</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="n">TotalTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>PromptTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<p><code>TotalTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="tostring"><strong>ToString()</strong><a class="headerlink" href="#tostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">string</span><span class="w"> </span><span class="nf">ToString</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns">Returns<a class="headerlink" href="#returns" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="printmembersstringbuilder"><strong>PrintMembers(StringBuilder)</strong><a class="headerlink" href="#printmembersstringbuilder" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">protected</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">PrintMembers</span><span class="p">(</span><span class="n">StringBuilder</span><span class="w"> </span><span class="n">builder</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>builder</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.text.stringbuilder">StringBuilder</a><br></p>
+<h4 id="returns_1">Returns<a class="headerlink" href="#returns_1" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="gethashcode"><strong>GetHashCode()</strong><a class="headerlink" href="#gethashcode" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">int</span><span class="w"> </span><span class="nf">GetHashCode</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_2">Returns<a class="headerlink" href="#returns_2" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32">Int32</a><br></p>
+<h3 id="equalsobject"><strong>Equals(Object)</strong><a class="headerlink" href="#equalsobject" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="kt">object</span><span class="w"> </span><span class="n">obj</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>obj</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a><br></p>
+<h4 id="returns_3">Returns<a class="headerlink" href="#returns_3" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="equalsembeddingusage"><strong>Equals(EmbeddingUsage)</strong><a class="headerlink" href="#equalsembeddingusage" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="kt">bool</span><span class="w"> </span><span class="nf">Equals</span><span class="p">(</span><span class="n">EmbeddingUsage</span><span class="w"> </span><span class="n">other</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>other</code> <a href="./">EmbeddingUsage</a><br></p>
+<h4 id="returns_4">Returns<a class="headerlink" href="#returns_4" title="Permanent link"></a></h4>
+<p><a href="https://docs.microsoft.com/en-us/dotnet/api/system.boolean">Boolean</a><br></p>
+<h3 id="clone"><strong>&lt;Clone&gt;$()</strong><a class="headerlink" href="#clone" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="n">EmbeddingUsage</span><span class="w"> </span><span class="o">&lt;</span><span class="n">Clone</span><span class="o">&gt;</span><span class="err">$</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="returns_5">Returns<a class="headerlink" href="#returns_5" title="Permanent link"></a></h4>
+<p><a href="./">EmbeddingUsage</a><br></p>
+<h3 id="deconstructint32-int32"><strong>Deconstruct(Int32&amp;, Int32&amp;)</strong><a class="headerlink" href="#deconstructint32-int32" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Deconstruct</span><span class="p">(</span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">PromptTokens</span><span class="p">,</span><span class="w"> </span><span class="n">Int32</span><span class="o">&amp;</span><span class="w"> </span><span class="n">TotalTokens</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_4">Parameters<a class="headerlink" href="#parameters_4" title="Permanent link"></a></h4>
+<p><code>PromptTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+<p><code>TotalTokens</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.int32&amp;">Int32&amp;</a><br></p>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
+  
+  <div class="md-footer-meta md-typeset">
+    <div class="md-footer-meta__inner md-grid">
+      <div class="md-copyright">
+  
+  
+    Made with
+    <a href="https://squidfunk.github.io/mkdocs-material/" target="_blank" rel="noopener">
+      Material for MkDocs
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+  </div>
+</footer>
+      
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+    <div class="md-dialog" data-md-component="dialog">
+      <div class="md-dialog__inner md-typeset"></div>
+    </div>
+    
+    <script id="__config" type="application/json">{"base": "../..", "features": ["content.action.edit", "navigation.instant"], "search": "../../assets/javascripts/workers/search.74e28a9f.min.js", "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version": "Select version"}, "version": {"provider": "mike"}}</script>
+    
+    
+      <script src="../../assets/javascripts/bundle.220ee61c.min.js"></script>
+      
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+  </body>
+</html>
\ No newline at end of file
diff --git a/0.11.1/xmldocs/logger/index.html b/0.11.1/xmldocs/logger/index.html
new file mode 100644
index 00000000..18c688e2
--- /dev/null
+++ b/0.11.1/xmldocs/logger/index.html
@@ -0,0 +1,3108 @@
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
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+      
+        <link rel="prev" href="../llama.types.embeddingusage/">
+      
+      
+      <link rel="icon" href="../../media/icon128.png">
+      <meta name="generator" content="mkdocs-1.4.3, mkdocs-material-9.1.20">
+    
+    
+      
+        <title>logger - LLamaSharp Documentation</title>
+      
+    
+    
+      <link rel="stylesheet" href="../../assets/stylesheets/main.eebd395e.min.css">
+      
+        
+        <link rel="stylesheet" href="../../assets/stylesheets/palette.ecc896b0.min.css">
+      
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+        <link rel="stylesheet" href="https://fonts.googleapis.com/css?family=Fira+Sans:300,300i,400,400i,700,700i%7CFira+Mono:400,400i,700,700i&display=fallback">
+        <style>:root{--md-text-font:"Fira Sans";--md-code-font:"Fira Mono"}</style>
+      
+    
+    
+      <link rel="stylesheet" href="../../css/extra.css?v=14">
+    
+    <script>__md_scope=new URL("../..",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="default" data-md-color-primary="white" data-md-color-accent="red">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
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+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
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+        <a href="#logger" class="md-skip">
+          Skip to content
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+    <div data-md-component="announce">
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+      <div data-md-color-scheme="default" data-md-component="outdated" hidden>
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+<header class="md-header md-header--shadow" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../.." title="LLamaSharp Documentation" class="md-header__button md-logo" aria-label="LLamaSharp Documentation" data-md-component="logo">
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+  
+  <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M13 9h5.5L13 3.5V9M6 2h8l6 6v12a2 2 0 0 1-2 2H6a2 2 0 0 1-2-2V4c0-1.11.89-2 2-2m9 16v-2H6v2h9m3-4v-2H6v2h12Z"/></svg>
+
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
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+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
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+          <span class="md-ellipsis">
+            
+              logger
+            
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+        <form class="md-header__option" data-md-component="palette">
+          
+            
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+        Langchain integration
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+          
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+      <a href="../../Examples/BatchedExecutorFork/" class="md-nav__link">
+        Bacthed executor - multi-output to one input
+      </a>
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorGuidance/" class="md-nav__link">
+        Batched executor - basic guidance
+      </a>
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+
+            
+          
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+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/BatchedExecutorRewind/" class="md-nav__link">
+        Batched executor - rewinding to an earlier state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatChineseGB2312/" class="md-nav__link">
+        Chinese LLM - with GB2312 encoding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionStripRoleName/" class="md-nav__link">
+        ChatSession - stripping role names
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithHistory/" class="md-nav__link">
+        ChatSession - with history
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+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRestart/" class="md-nav__link">
+        ChatSession - restarting
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/ChatSessionWithRoleName/" class="md-nav__link">
+        ChatSession - Basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/CodingAssistant/" class="md-nav__link">
+        Coding assistant
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+    </li>
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+              
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+    <li class="md-nav__item">
+      <a href="../../Examples/GetEmbeddings/" class="md-nav__link">
+        Get embeddings
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+              
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+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/GrammarJsonResponse/" class="md-nav__link">
+        Grammar - json response
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InstructModeExecute/" class="md-nav__link">
+        Instruct executor - basic
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+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/InteractiveModeExecute/" class="md-nav__link">
+        Interactive executor - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemory/" class="md-nav__link">
+        Kernel memory integration - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/KernelMemorySaveAndLoad/" class="md-nav__link">
+        Kernel-memory - save & load
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LLavaInteractiveModeExecute/" class="md-nav__link">
+        LLaVA - basic
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveSession/" class="md-nav__link">
+        ChatSession - load & save
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/LoadAndSaveState/" class="md-nav__link">
+        Executor - save/load state
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/QuantizeModel/" class="md-nav__link">
+        Quantization
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelChat/" class="md-nav__link">
+        Semantic-kernel - chat
+      </a>
+    </li>
+  
+
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+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelMemory/" class="md-nav__link">
+        Semantic-kernel - with kernel-memory
+      </a>
+    </li>
+  
+
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+          
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+              
+  
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+  
+    <li class="md-nav__item">
+      <a href="../../Examples/SemanticKernelPrompt/" class="md-nav__link">
+        Semantic-kernel - basic
+      </a>
+    </li>
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+              
+  
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+    <li class="md-nav__item">
+      <a href="../../Examples/StatelessModeExecute/" class="md-nav__link">
+        Stateless executor
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+        Talk to yourself
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+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.illamaparams/" class="md-nav__link">
+        llama.abstractions.illamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.imodelparams/" class="md-nav__link">
+        llama.abstractions.imodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itextstreamtransform/" class="md-nav__link">
+        llama.abstractions.itextstreamtransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.itexttransform/" class="md-nav__link">
+        llama.abstractions.itexttransform
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.loraadapter/" class="md-nav__link">
+        llama.abstractions.loraadapter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverride/" class="md-nav__link">
+        llama.abstractions.metadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.metadataoverrideconverter/" class="md-nav__link">
+        llama.abstractions.metadataoverrideconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollection/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollection
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.abstractions.tensorsplitscollectionconverter/" class="md-nav__link">
+        llama.abstractions.tensorsplitscollectionconverter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.antipromptprocessor/" class="md-nav__link">
+        llama.antipromptprocessor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.alreadypromptedconversationexception/" class="md-nav__link">
+        llama.batched.alreadypromptedconversationexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.batchedexecutor/" class="md-nav__link">
+        llama.batched.batchedexecutor
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotforkwhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotforkwhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotmodifywhilerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotmodifywhilerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequiresinferenceexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequiresinferenceexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.cannotsamplerequirespromptexception/" class="md-nav__link">
+        llama.batched.cannotsamplerequirespromptexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversation/" class="md-nav__link">
+        llama.batched.conversation
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.conversationextensions/" class="md-nav__link">
+        llama.batched.conversationextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.batched.experimentalbatchedexecutorexception/" class="md-nav__link">
+        llama.batched.experimentalbatchedexecutorexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession-1/" class="md-nav__link">
+        llama.chatsession-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.chatsession/" class="md-nav__link">
+        llama.chatsession
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.authorrole/" class="md-nav__link">
+        llama.common.authorrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.chathistory/" class="md-nav__link">
+        llama.common.chathistory
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.fixedsizequeue-1/" class="md-nav__link">
+        llama.common.fixedsizequeue-1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.inferenceparams/" class="md-nav__link">
+        llama.common.inferenceparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.mirostattype/" class="md-nav__link">
+        llama.common.mirostattype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.common.modelparams/" class="md-nav__link">
+        llama.common.modelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedname/" class="md-nav__link">
+        llama.exceptions.grammarexpectedname
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectednext/" class="md-nav__link">
+        llama.exceptions.grammarexpectednext
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarexpectedprevious/" class="md-nav__link">
+        llama.exceptions.grammarexpectedprevious
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarformatexception/" class="md-nav__link">
+        llama.exceptions.grammarformatexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharaltelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharaltelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedcharrngelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedcharrngelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendelement/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedendofinput/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedendofinput
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunexpectedhexcharscount/" class="md-nav__link">
+        llama.exceptions.grammarunexpectedhexcharscount
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.grammarunknownescapecharacter/" class="md-nav__link">
+        llama.exceptions.grammarunknownescapecharacter
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.llamadecodeerror/" class="md-nav__link">
+        llama.exceptions.llamadecodeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.loadweightsfailedexception/" class="md-nav__link">
+        llama.exceptions.loadweightsfailedexception
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.exceptions.runtimeerror/" class="md-nav__link">
+        llama.exceptions.runtimeerror
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.icontextparamsextensions/" class="md-nav__link">
+        llama.extensions.icontextparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.extensions.imodelparamsextensions/" class="md-nav__link">
+        llama.extensions.imodelparamsextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammar/" class="md-nav__link">
+        llama.grammars.grammar
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.grammars.grammarrule/" class="md-nav__link">
+        llama.grammars.grammarrule
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.ichatmodel/" class="md-nav__link">
+        llama.ichatmodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamacache/" class="md-nav__link">
+        llama.llamacache
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaembedder/" class="md-nav__link">
+        llama.llamaembedder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodel/" class="md-nav__link">
+        llama.llamamodel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamamodelv1/" class="md-nav__link">
+        llama.llamamodelv1
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaparams/" class="md-nav__link">
+        llama.llamaparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamaquantizer/" class="md-nav__link">
+        llama.llamaquantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamastate/" class="md-nav__link">
+        llama.llamastate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llamatransforms/" class="md-nav__link">
+        llama.llamatransforms
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.llavaweights/" class="md-nav__link">
+        llama.llavaweights
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.decoderesult/" class="md-nav__link">
+        llama.native.decoderesult
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ggmltype/" class="md-nav__link">
+        llama.native.ggmltype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.gpusplitmode/" class="md-nav__link">
+        llama.native.gpusplitmode
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabatch/" class="md-nav__link">
+        llama.native.llamabatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamsstate/" class="md-nav__link">
+        llama.native.llamabeamsstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamabeamview/" class="md-nav__link">
+        llama.native.llamabeamview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamachatmessage/" class="md-nav__link">
+        llama.native.llamachatmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamacontextparams/" class="md-nav__link">
+        llama.native.llamacontextparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaftype/" class="md-nav__link">
+        llama.native.llamaftype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelement/" class="md-nav__link">
+        llama.native.llamagrammarelement
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamagrammarelementtype/" class="md-nav__link">
+        llama.native.llamagrammarelementtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheview/" class="md-nav__link">
+        llama.native.llamakvcacheview
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewcell/" class="md-nav__link">
+        llama.native.llamakvcacheviewcell
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamakvcacheviewsafehandle/" class="md-nav__link">
+        llama.native.llamakvcacheviewsafehandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaloglevel/" class="md-nav__link">
+        llama.native.llamaloglevel
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelkvoverridetype/" class="md-nav__link">
+        llama.native.llamamodelkvoverridetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelmetadataoverride/" class="md-nav__link">
+        llama.native.llamamodelmetadataoverride
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelparams/" class="md-nav__link">
+        llama.native.llamamodelparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamamodelquantizeparams/" class="md-nav__link">
+        llama.native.llamamodelquantizeparams
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamanativebatch/" class="md-nav__link">
+        llama.native.llamanativebatch
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapoolingtype/" class="md-nav__link">
+        llama.native.llamapoolingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamapos/" class="md-nav__link">
+        llama.native.llamapos
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaropetype/" class="md-nav__link">
+        llama.native.llamaropetype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamaseqid/" class="md-nav__link">
+        llama.native.llamaseqid
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatoken/" class="md-nav__link">
+        llama.native.llamatoken
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendata/" class="md-nav__link">
+        llama.native.llamatokendata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarray/" class="md-nav__link">
+        llama.native.llamatokendataarray
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokendataarraynative/" class="md-nav__link">
+        llama.native.llamatokendataarraynative
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamatokentype/" class="md-nav__link">
+        llama.native.llamatokentype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llamavocabtype/" class="md-nav__link">
+        llama.native.llamavocabtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.llavaimageembed/" class="md-nav__link">
+        llama.native.llavaimageembed
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativeapi/" class="md-nav__link">
+        llama.native.nativeapi
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.nativelibraryconfig/" class="md-nav__link">
+        llama.native.nativelibraryconfig
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.ropescalingtype/" class="md-nav__link">
+        llama.native.ropescalingtype
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamacontexthandle/" class="md-nav__link">
+        llama.native.safellamacontexthandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamagrammarhandle/" class="md-nav__link">
+        llama.native.safellamagrammarhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamahandlebase/" class="md-nav__link">
+        llama.native.safellamahandlebase
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellamamodelhandle/" class="md-nav__link">
+        llama.native.safellamamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavaimageembedhandle/" class="md-nav__link">
+        llama.native.safellavaimageembedhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.native.safellavamodelhandle/" class="md-nav__link">
+        llama.native.safellavamodelhandle
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.quantizer/" class="md-nav__link">
+        llama.quantizer
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.basesamplingpipeline/" class="md-nav__link">
+        llama.sampling.basesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.defaultsamplingpipeline/" class="md-nav__link">
+        llama.sampling.defaultsamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.greedysamplingpipeline/" class="md-nav__link">
+        llama.sampling.greedysamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipeline/" class="md-nav__link">
+        llama.sampling.isamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.isamplingpipelineextensions/" class="md-nav__link">
+        llama.sampling.isamplingpipelineextensions
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostate2samplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostate2samplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sampling.mirostatesamplingpipeline/" class="md-nav__link">
+        llama.sampling.mirostatesamplingpipeline
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.sessionstate/" class="md-nav__link">
+        llama.sessionstate
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.streamingtokendecoder/" class="md-nav__link">
+        llama.streamingtokendecoder
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletion/" class="md-nav__link">
+        llama.types.chatcompletion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchoice/" class="md-nav__link">
+        llama.types.chatcompletionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunk/" class="md-nav__link">
+        llama.types.chatcompletionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkchoice/" class="md-nav__link">
+        llama.types.chatcompletionchunkchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionchunkdelta/" class="md-nav__link">
+        llama.types.chatcompletionchunkdelta
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatcompletionmessage/" class="md-nav__link">
+        llama.types.chatcompletionmessage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatmessagerecord/" class="md-nav__link">
+        llama.types.chatmessagerecord
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.chatrole/" class="md-nav__link">
+        llama.types.chatrole
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completion/" class="md-nav__link">
+        llama.types.completion
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchoice/" class="md-nav__link">
+        llama.types.completionchoice
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionchunk/" class="md-nav__link">
+        llama.types.completionchunk
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionlogprobs/" class="md-nav__link">
+        llama.types.completionlogprobs
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.completionusage/" class="md-nav__link">
+        llama.types.completionusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embedding/" class="md-nav__link">
+        llama.types.embedding
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingdata/" class="md-nav__link">
+        llama.types.embeddingdata
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../llama.types.embeddingusage/" class="md-nav__link">
+        llama.types.embeddingusage
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      <input class="md-nav__toggle md-toggle" type="checkbox" id="__toc">
+      
+      
+        
+      
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          logger
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="./" class="md-nav__link md-nav__link--active">
+        logger
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#default" class="md-nav__link">
+    Default
+  </a>
+  
+    <nav class="md-nav" aria-label="Default">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#toconsole" class="md-nav__link">
+    ToConsole()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tofilestring" class="md-nav__link">
+    ToFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#infostring" class="md-nav__link">
+    Info(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Info(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#warnstring" class="md-nav__link">
+    Warn(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Warn(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#errorstring" class="md-nav__link">
+    Error(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Error(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+              
+              <div class="md-sidebar md-sidebar--secondary" data-md-component="sidebar" data-md-type="toc" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+<nav class="md-nav md-nav--secondary" aria-label="Table of contents">
+  
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#properties" class="md-nav__link">
+    Properties
+  </a>
+  
+    <nav class="md-nav" aria-label="Properties">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#default" class="md-nav__link">
+    Default
+  </a>
+  
+    <nav class="md-nav" aria-label="Default">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#property-value" class="md-nav__link">
+    Property Value
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#methods" class="md-nav__link">
+    Methods
+  </a>
+  
+    <nav class="md-nav" aria-label="Methods">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#toconsole" class="md-nav__link">
+    ToConsole()
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#tofilestring" class="md-nav__link">
+    ToFile(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="ToFile(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#infostring" class="md-nav__link">
+    Info(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Info(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_1" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#warnstring" class="md-nav__link">
+    Warn(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Warn(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_2" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#errorstring" class="md-nav__link">
+    Error(String)
+  </a>
+  
+    <nav class="md-nav" aria-label="Error(String)">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#parameters_3" class="md-nav__link">
+    Parameters
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset">
+                
+                  
+
+
+<h1 id="logger">Logger<a class="headerlink" href="#logger" title="Permanent link"></a></h1>
+<p>Namespace:</p>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">sealed</span><span class="w"> </span><span class="k">class</span><span class="w"> </span><span class="nc">Logger</span>
+</code></pre></div></td></tr></table></div>
+<p>Inheritance <a href="https://docs.microsoft.com/en-us/dotnet/api/system.object">Object</a> → <a href="./">Logger</a></p>
+<h2 id="properties">Properties<a class="headerlink" href="#properties" title="Permanent link"></a></h2>
+<h3 id="default"><strong>Default</strong><a class="headerlink" href="#default" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">static</span><span class="w"> </span><span class="n">Logger</span><span class="w"> </span><span class="n">Default</span><span class="w"> </span><span class="p">{</span><span class="w"> </span><span class="k">get</span><span class="p">;</span><span class="w"> </span><span class="p">}</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="property-value">Property Value<a class="headerlink" href="#property-value" title="Permanent link"></a></h4>
+<p><a href="./">Logger</a><br></p>
+<h2 id="methods">Methods<a class="headerlink" href="#methods" title="Permanent link"></a></h2>
+<h3 id="toconsole"><strong>ToConsole()</strong><a class="headerlink" href="#toconsole" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ToConsole</span><span class="p">()</span>
+</code></pre></div></td></tr></table></div>
+<h3 id="tofilestring"><strong>ToFile(String)</strong><a class="headerlink" href="#tofilestring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">ToFile</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">filename</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters">Parameters<a class="headerlink" href="#parameters" title="Permanent link"></a></h4>
+<p><code>filename</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="infostring"><strong>Info(String)</strong><a class="headerlink" href="#infostring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Info</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_1">Parameters<a class="headerlink" href="#parameters_1" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="warnstring"><strong>Warn(String)</strong><a class="headerlink" href="#warnstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Warn</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_2">Parameters<a class="headerlink" href="#parameters_2" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+<h3 id="errorstring"><strong>Error(String)</strong><a class="headerlink" href="#errorstring" title="Permanent link"></a></h3>
+<div class="highlight"><table class="highlighttable"><tr><td class="linenos"><div class="linenodiv"><pre><span></span><span class="normal">1</span></pre></div></td><td class="code"><div><pre><span></span><code><span class="k">public</span><span class="w"> </span><span class="k">void</span><span class="w"> </span><span class="nf">Error</span><span class="p">(</span><span class="kt">string</span><span class="w"> </span><span class="n">message</span><span class="p">)</span>
+</code></pre></div></td></tr></table></div>
+<h4 id="parameters_3">Parameters<a class="headerlink" href="#parameters_3" title="Permanent link"></a></h4>
+<p><code>message</code> <a href="https://docs.microsoft.com/en-us/dotnet/api/system.string">String</a><br></p>
+
+
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